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Read Methodology Articles with Replication Datasets
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2026
A Bayesian Fix for Uncertain Long-Run Effects in Short Time Series
long-run multipliers
bayesian time series
stationarity
short time series
credible intervals
political methodology
2026
@AJPS
3 R files
6 Datasets
Dataverse
i
2025 est.
Reanalysis of 49 Studies Shows TWFE Results Often Variable and Underpowered
Panel Data
Difference-In-Differences
TWFE
Parallel trends
Heterogeneous effects
2025 est.
@APSR
Dataverse
i
Improving Compliance in Experimental Studies of Discrimination
2025 est.
@JOP
3 R files
2 Datasets
Dataverse
i
Quantitative Research in Political Science Is Greatly Underpowered
2025 est.
@JOP
45 R files
11 Stata file
72 Datasets
Dataverse
i
Move Beyond Tables: Simulating Volatility in ARCH–GARCH Models
Time Series Analysis
ARCH
GARCH
Bootstrapping
Volatility
2025 est.
@JOP
5 R files
12 Stata files
33 Datasets
Dataverse
i
2025
How AI Extracts Medications and Symptoms From Patient Notes
PGHD
NLP
NER
RXNorm
SNOMED
2025
@PS
Dataverse
i
Measuring Causal Effects When Outcomes Are Hidden
Instrumental Variables
item response theory
Multilevel Modeling
latent outcomes
2025
@AJPS
10 Datasets
Dataverse
i
Reproducibility Is Rising in Political Science—But Most Papers Still Don't Share Data
reproducibility
data sharing
political science
random sample
2025
@PS
Dataverse
i
How to Automatically Spot Which Groups Politicians Talk About
Text Analysis
Machine Learning
transformer models
group mentions
political rhetoric
party communication
2025
@BJPS
10 R files
30 Datasets
Dataverse
i
De-Identification Fails: Differential Privacy Protects Survey Respondents—But Requires Bigger Samples
differential privacy
reidentification
sample size
2025
@AJPS
13 R files
2 Datasets
Dataverse
i
Weather Instruments Under Threat: Widespread Exclusion-Restriction Violations Found
Causal Inference
Instrumental Variables
weather
2025
@AJPS
4 R files
1 dataset
Dataverse
i
Linking Regional and National Politics: New Dataset Covers 21 Countries, 1941–2019
Comparative Politics
electoral data
party ideology
regional cabinets
multi-level governance
data harmonization
2025
@BJPS
1 Stata file
2 Datasets
Dataverse
i
How RoBERTa Finds Government Rationales for Internment—And Where It Fails
Text Analysis
roberta
text classification
internment without trial
archival ocr errors
human rights abuses
2025
@JOP
Dataverse
i
Cross-Encoders Beat Word Methods for Short Political Texts
cross-encoder
embeddings
short texts
text similarity
2025
@AJPS
2 R files
28 Datasets
Dataverse
i
AI Reads Politics: LLMs Match Experts on Party Positions and Coalitions
Machine Learning
natural language understanding
Text Analysis
political methodology
party positions
Coalition Formation
2025
@AJPS
6 Datasets
Dataverse
i
Mapping "Organizing": Visual Tools Reveal Research Gaps in Political Action
literature mapping
organizing
political action
methodology
2025
@PS
Dataverse
i
2024
MPs' Twitter Followers Reveal Ideological Positions and Predict Tory Endorsements
Ideal Points
british mps
social media networks
correspondence analysis
candidate endorsements
Political Behavior
2024
@BJPS
13 R files
11 dataset
Dataverse
i
Fixed Effects Don't Always Fix Post-Treatment Bias in Camp Legacy Research
Causal Inference
Selection Bias
legacy studies
2024
@APSR
7 R files
2 Datasets
Dataverse
i
Why Do People Draw Neighborhoods Along Race and Party Lines?
Partisanship
Spatial Models
subjective neighborhoods
map survey
2024
@APSR
33 R files
13 Datasets
Dataverse
i
2023
Fixing Crosswise Survey Bias From Inattentive Respondents
List Experiments
Measurement Error
crosswise model
bias correction
anchor question
2023
@Pol. An.
13 R files
1 dataset
Dataverse
i
Improve Proportion Estimates From Text With Matching And Continuous Features
Machine Learning
nonparametric methods
Content Analysis
Matching
text features
2023
@Pol. An.
Dataverse
i
Bayesian Rule Sets: An Interpretable Alternative to QCA for Noisy Data
Bayesian Methods
Qualitative Comparative Analysis
interpretable machine learning
rule sets
comparative methods
2023
@JOP
34 R files
Dataverse
i
Train Once, Classify Across: Party Platforms Predict Speech Topics
manifestos
Machine Learning
Political Parties
Speech-as-Data
Text Analysis
cross-domain
2023
@Pol. An.
Dataverse
i
Why AMCE Misleads When Studying Preferences in Forced‑Choice Conjoint Experiments
Conjoint Experiments
Voter Preferences
2023
@Pol. An.
10 R files
4 datasets
Dataverse
i
How Partisan Symmetry Metrics Fail in Practice
Partisan Bias
mean-median
2023
@Pol. An.
170 datasets
Dataverse
i
How Noisy, Privacy-Protected Facebook Data Still Yield Valid Results
Measurement Error
differential privacy
Facebook
scalability
2023
@Pol. An.
11 R file
1 dataset
Dataverse
i
Fatal Terror Attacks Create Social Desirability Bias in Survey Responses
Measurement Error
Political Participation
Terrorism
social desirability bias
2023
@AJPS
8 Stata files
13 datasets
Dataverse
i
2022
A Permutation Test That Spots Real Changes in Effect Sizes
nonparametric methods
Time Series Analysis
changepoint detection
2022
@Pol. An.
5 R files
1 dataset
Dataverse
i
Turn Open-Ended Answers Into Continuous Attention Checks
Survey Experiments
Experimental Methods
Text Analysis
attention checks
r package
2022
@Pol. An.
3 R files
Dataverse
i
Skewed Measurement Error Can Bias Regressions Even When Small
Measurement Error
Structural Models
skewness
heteroskedasticity
nonlinear estimation
2022
@Pol. An.
13 Stata files
5 datasets
Dataverse
i
How Adaptive Fuzzy Matching Fixes Messy Single-Field Data Merges
computational methods
Machine Learning
record linkage
fuzzy matching
entity resolution
data merging
2022
@Pol. An.
4 R files
26 datasets
Dataverse
i
New Analysis Uncovers Flaw in Standard ANES Ideological Scales
ANES
Survey Data
American National Election Studies
Measurement Error
Political Ideology
2022
@JOP
37 R files
Dataverse
i
How Good Are Corruption Measures? A Practical Rubric for Data Quality
Measurement Error
data quality
validity
2022
@Pol. An.
Dataverse
i
How to Balance Preferences and Predicted Outcomes in Refugee and School Assignments
Education
Game Theory
school choice
strategy-proofness
2022
@Pol. An.
42 R files
2 datasets
Dataverse
i
Mixing Integration Orders in Time Series Doesn't Increase Error Risk, New Study Shows
Time Series Analysis
2022
@PSR&M
8 Stata files
Dataverse
i
Detecting True Relationships in Time Series Data with Different Orders of Integration
2022
@PSR&M
8 Stata files
Dataverse
i
Names Signal More Than Race: SES and Migration Bias Audit Experiments
Field Experiment
information equivalence
correspondence audit
socioeconomic status
2022
@Pol. An.
4 Stata files
4 datasets
Dataverse
i
Fully Randomized Conjoint Reduces Social Desirability Bias by Two-Thirds
Conjoint Analysis
Conjoint Experiments
Survey Experiments
Experimental Methods
social desirability bias
2022
@Pol. An.
Dataverse
i
How to Recover Individual Preferences From Conjoint Experiments
Conjoint Experiments
individual preferences
2022
@Pol. An.
Dataverse
i
When Time Matters, Use Cox: A Better Approach for Binary Panel Data
Logistic Regression
Survival Analysis
transition probabilities
binary time-series cross-section btscs
2022
@Pol. An.
Dataverse
i
New Method Shows How Ordinal Scale Choices Can Shift Empirical Estimates
Sensitivity Analysis
Sub-Saharan Africa
ordinal variables
partial identification
monotonic transformation
2022
@Pol. An.
1 R file
8 Stata files
180 datasets
Dataverse
i
How Populist Are Parties? New Machine Learning Scores From Manifestos
Machine Learning
Speech-as-Data
Text Analysis
supervised learning
2022
@Pol. An.
Dataverse
i
Machine vs Human Geocoding: Similar Validity, Different Errors in Colombian Rights Data
Bayesian Methods
Geocoded Data
Human Rights
Spatial Models
probit models
2022
@Pol. An.
17 R files
Dataverse
i
Why Conjoint Results Depend on Profile Distribution
Conjoint Experiment
Conjoint Experiments
external validity
Experimental Methods
2022
@Pol. An.
15 R files
1000 datasets
Dataverse
i
How to Estimate Multidimensional Ideal Points on Massive Datasets
computational methods
sparsity
2022
@Pol. An.
2 R files
3 datasets
Dataverse
i
How CNNs Read Handwritten Vote Tallies for Social Science Research
Images-as-Data
Machine Learning
Elections
vote tallies
handwriting
2022
@Pol. An.
Dataverse
i
ZIP Codes Work for White/Black Imputation; Blocks Matter for Asian and Hispanic
US States
Bayesian Methods
Geocoded Data
2022
@Pol. An.
2 R files
7 datasets
Dataverse
i
Why Predicting Multiple Labels Together Improves Political Text Coding
Human Rights
Mexico
Text Analysis
multi-label
supervised learning
2022
@Pol. An.
43 datasets
Dataverse
i
Drop Both or One? New Take on Missing Data in Paired Experiments
Causal Inference
Experimental Methods
Selection Bias
pairwise randomization
deletion estimator
variance estimator
2022
@Pol. An.
1 R file
2 datasets
Dataverse
i
How to Measure Sexism Quickly and Reliably in Political Surveys
Gender
Measurement Error
hostile sexism
2022
@Pol. An.
Dataverse
i
Why Thousands of AI-Generated Placebos Improve Survey Experiments
Machine Learning
manipulation checks
Survey Experiments
nonspecific effects
2022
@Pol. An.
1 R file
1 dataset
Dataverse
i
How Fast Answers Reveal Unseen Inattentiveness in Online Surveys
Survey Data
Measurement Error
attentiveness
clustering
2022
@Pol. An.
Dataverse
i
Why Standard Interaction Tests Mislead and a Better Lasso-Based Fix
interactions
regularization
lasso
post-double selection
heterogeneity
2022
@Pol. An.
9 R files
116 datasets
Dataverse
i
Big Data & Rare Events: Standard Fixes Can Backfire
Bayesian Methods
Dyadic Analysis
separation
rare events
dyadic data
cauchy prior
2022
@PSR&M
Dataverse
i
Google Searches Forecast U.S. Protests More Accurately Than Twitter
Collective Action
Forecasting
google trends
Time Series Analysis
crowd counting
2022
@Pol. An.
12 R files
3 Stata files
270 datasets
Dataverse
i
Sponsorship Shapes Survey Responses — A New Look at Online Polling Biases
Measurement Error
Selection Bias
2022
@Pol. Behav.
6 R files
5 datasets
Dataverse
i
This study reveals how word-of-mouth alters survey responses on sensitive topics.
Experimental Methods
Sub-Saharan Africa
Survey Data
grapevine effect
2022
@PSR&M
1 R file
6 Stata files
3 datasets
Dataverse
i
MIDAS: Deep Learning That Fixes Missing Data Fast
Machine Learning
denoising autoencoder
2022
@Pol. An.
12 R files
1255 datasets
Dataverse
i
List Experiments Can Be Less Accurate Than Direct Questions on Turnout
Measurement Error
Survey Data
partition validation
2022
@Pol. An.
1 R file
Dataverse
i
American Politics Is One-Dimensional, But Politicians Are More Constrained
Ideal Points
Public Opinion
constraint
dimensionality
cross-validation
2022
@Pol. An.
36 R files
9 datasets
Dataverse
i
Crowdsourcing Better Validation for Topic Models Used as Measures
crowdsourcing
Text Analysis
US Congress
validation
us senators
2022
@Pol. An.
102 R files
81 dataset
Dataverse
i
New Estimator Solves Dynamic Panel Dilemma for Small-T Studies
Panel Data
Time Series Analysis
orthogonal reparameterization
gmm estimators
small t panels
2022
@PSR&M
Dataverse
i
How Multilevel Models Mirror Fixed Effects — And Why Corrections Matter
Multilevel Modeling
clustered standard errors
observational data
cluster-robust
2022
@Pol. An.
Dataverse
i
2021
Senate Filibusters End Suddenly? Not Always: A Counterintuitive Look at the War of Attrition
Game Theory
Survival Analysis
Legislative Behavior
US Congress
maximum likelihood estimation
2021
@PSR&M
2 Stata files
1 dataset
Dataverse
i
Beyond Words: Vocal Tone Reveals Hidden Political Signals
Speech-as-Data
oral arguments
vocal tone
R programming language
2021
@APSR
Dataverse
i
Fast Estimator for Binary Choice Models With Space and Time Dependence
Spatial Models
Logistic Regression
Monte Carlo
Time Series Analysis
pseudo-mle
2021
@Pol. An.
Dataverse
i
How AI Helps Better Define Where Civil Wars Actually Happen
Geocoded Data
2021
@PSR&M
Dataverse
i
Hidden Control Variables Give Many Papers Their Statistical Significance
Causal Inference
suppression effects
control variables
observational studies
statistical significance
2021
@Pol. An.
2 datasets
Dataverse
i
Political Science Researchers Face Surprising Challenges with Code Obsolescence
computational methods
Replication
long-term maintenance
isps data archive
data preservation
2021
@PS
1 dataset
Dataverse
i
Adaptive Research Designs Could Transform How Political Scientists Test Ideas
Experimental Methods
adaptive design
treatment discovery
estimation precision
2021
@AJPS
12 R files
Dataverse
i
How Firth's Method Solves Duration Model Problems in Political Science
Logistic Regression
Survival Analysis
covariate monotonicity
firths estimation
2021
@BJPS
Dataverse
i
Decision Records vs. Voting: A New Approach to Analyzing Committee Outcomes
Bayesian structural models
Gibbs sampler
US Supreme Court
UN Security Council
2021
@PSR&M
Dataverse
i
Foreign Workers Not the Only Problem on MTurk: An Indian Quality Control Study
crowdsourcing
India
Measurement Error
Survey Data
2021
@R&P
11 R file
4 Datasets
Dataverse
i
New Method Creates Political Event Dictionaries with Less Effort
Machine Learning
political event coding
nlp
dictionary generation
2021
@PSR&M
Dataverse
i
Small Choices, Big Differences: How Corpus and Coding Change News Tone Measures
News Media
Content Analysis
Machine Learning
Text Analysis
corpus selection
coding design
2021
@Pol. An.
17 R files
17 datasets
Dataverse
i
More Attributes, More Responses? Conjoint Surveys Can Handle Complexity Better Than Expected
Measurement Error
US Congress
Conjoint Experiments
filler attributes
response quality
2021
@PSR&M
Dataverse
i
Even Wrong Network Models Beat Ignoring Spatial Dependence
Causal Inference
Spatial Models
Network Analysis
spatial weights
network misspecification
2021
@Pol. An.
8 R files
1 dataset
Dataverse
i
Detecting When Political Effects Change: A New Change-Point Toolkit
Time Series Analysis
change point analysis
temporal heterogeneity
2021
@Pol. An.
Dataverse
i
Minimally-Supervised Corpus-Based Sentiment Analysis Validated for Specialized Legal Language
Machine Learning
Text Analysis
legal language
benchmark datasets
specialized legal language
benchmarks datasets
2021
@PSR&M
Dataverse
i
List Experiments' Achilles Heel: How Placebo Controls Fall Short, Requiring Mixed Lists
List Experiments
Measurement Error
mixed controls
non-strategic errors
2021
@R&P
1 R file
1 dataset
Dataverse
i
Qualitative Transparency Deliberations: Insights from Hundreds of Political Scientists
Deliberation
qualitative analysis
Transparency
methodological guidance
research practice
2021
@POP
Dataverse
i
Manski's Method Delivers Reliable Belief Distributions in Online Surveys
Survey Data
belief distributions
elicitation
manski method
expectations
2021
@Pol. An.
19 R files
7 datasets
Dataverse
i
Proving Regression Discontinuity Credibility With Equivalence Tests
Elections
Regression Discontinuity
equivalence testing
falsification tests
density test
2021
@Pol. An.
Dataverse
i
Survey Scales Don't Explain Ideology Gaps — Perceptions Do
Ideal Points
item response theory
anchoring vignettes
aldrich-mckelvey
2021
@Pol. An.
Dataverse
i
Small Samples Don't Mean Big Problems: PML Improves Logit Model Estimates
Logistic Regression
estimation bias
2021
@PSR&M
2 datasets
Dataverse
i
Elite Ethics Experiments: What Officials and Voters Truly Think
Elites
Experimental Methods
Public Opinion
ethics
governance innovation
2021
@BJPS
1 Stata file
2 datasets
Dataverse
i
From Lab to Poll: Why Survey Experiments Reshape Political Research
Experimental Methods
external validity
Survey Experiments
factorial design
2021
@IPSR
6 R files
4 Stata files
10 Datasets
Dataverse
i
Match Millions in Minutes: New Method Balances Six-Treatment Experiments
computational methods
Matching
Voter Turnout
large-n
voter mobilization
2021
@Pol. An.
Dataverse
i
Just a Few Checks Can Match Full Survey Quality Control
Geocoded Data
Machine Learning
Measurement Error
Speech-as-Data
Survey Data
americasbarometer
2021
@Pol. An.
1 R file
6 datasets
Dataverse
i
Do More Surveys Mean Better Results? New Study Finds Precision Without Distortion
Experimental Methods
Survey Experiments
precision
2021
@APSR
2 R files
9 Stata files
9 datasets
Dataverse
i
Understanding Spatial Effects in Political Science: More Than Just Location
Democracy
Policy Diffusion
Spatial Models
2021
@PSR&M
Dataverse
i
Why ADL(2,1) Isn't a Universal Fix for Serial Dependence
Structural Models
Time Series Analysis
adl2
wald test
2021
@Pol. An.
Dataverse
i
Why Plugging ML Predictions Into Regressions Misleads — And How to Fix It
Multiple Imputation
Machine Learning
Text Analysis
prediction error
2021
@Pol. An.
10 R files
1 Stata file
27 datasets
Dataverse
i
How Lobbying Networks Reveal Hidden Communities in Congress
Network Analysis
community detection
bipartite networks
2021
@Pol. An.
241 dataset
Dataverse
i
Correcting False Positive Rates in Interaction Model Testing
False Positive Rate
Benjamini Hochberg
Interaction Models
Brambor Procedure
2021
@CPS
Dataverse
i
New Technique Maps American Public Ideology at District Level
Bayesian Methods
Electoral Geography
Redistricting
Spatial Models
census
2021
@SPPQ
Dataverse
i
How Legislative Language Reveals Bureaucratic Discretion and Executive Delegation
Principal-Agent Relationship
Text Analysis
syntactic parsing
2021
@Pol. An.
2 Stata files
2 datasets
Dataverse
i
Economic Games Miss Ethnic Bias — Misattribution Tests Reveal It in Nairobi
Kenya
Laboratory Experiment
Prosocial Behavior
racism
misattribution
2021
@Pol. An.
Dataverse
i
New Way to Spot Meaningful Government Policies
United Kingdom
computational methods
Machine Learning
government regulation
expert validation
2021
@APSR
Dataverse
i
MTurk's 'Don't Know' Quandary: A Surprising Caveat to Online Political Knowledge Studies
crowdsourcing
manipulation checks
dont know option
response behavior
2021
@PS
1 R file
1 dataset
Dataverse
i
Front Pages Matter: Media Exposure Recasts Ministerial Relevance in Brazil's Coalitions
Coalition Formation
Media Effects
Brazil
Content Analysis
ministerial relevance
2021
@BPSR
2 Datasets
Dataverse
i
Facebook Ads Fall Short: How Survey Recruitment Claims Mislead
Survey Data
Social Media
demographic targeting
success rates
2021
@PSR&M
5 Stata files
1 dataset
Dataverse
i
Enhancing Pooled Event History Analysis Through Multilevel Modeling
Abortion
Multilevel Modeling
Survival Analysis
pooled event history analysis
heterogeneity
antiabortion policies
2021
@SPPQ
Dataverse
i
Few Upper-Level Units Don't Doom Multilevel Models: ML Estimates Remain Unbiased
Monte Carlo
Multilevel Modeling
restricted maximum likelihood
2021
@BJPS
Dataverse
i
When Lawmakers Shift: Revealing Different Ideal Points Across Policy Domains
Congress
Roll-Call Votes
US Congress
Ideal Points
Multilevel Modeling
issue space
2021
@Pol. An.
5 R files
2 datasets
Dataverse
i
Why Do List Experiments In Singapore Inflate Responses For Low Education Respondents?
List Experiments
singapore
mechanical inflation
control statement
2021
@PSR&M
1 R file
2 Stata files
3 datasets
Dataverse
i
Why Multinomial Logit Coefficients Mislead: Focus on Predicted Probabilities
Multinomial logit
Predicted probabilities
Reference category
Nominal outcomes
2021
@Pol. An.
1 R file
1 Stata file
6 datasets
Dataverse
i
Aligning Votes and Speeches Reveals Shared Ideology and Distinct Issue Signals
US Congress
Text Analysis
latent factor
resampling
2021
@Pol. An.
44 R files
1 dataset
Dataverse
i
Unseen Networks Can Skew Spillover Estimates — New Sensitivity Tools Show How
Causal Inference
Sensitivity Analysis
Social Networks
2021
@Pol. An.
6 R files
Dataverse
i
Beyond Siloed Analysis: How Multilayer Models Solve Political Network Inference Problems
Network Analysis
multilayer networks
exponential random graph model
policy communication
2021
@PSR&M
1 R file
1 dataset
Dataverse
i
How a 'Binary Snowball' Method Boosts Precision in News Topic Coding
Agenda Setting
Comparative Politics
Europe
Machine Learning
Text Analysis
binary classification
hungary
2021
@Pol. An.
Dataverse
i
When the Wald Test Misleads Spatial Model Choice
bootstrapping
Spatial Models
spatial durbin model
wald test
likelihood ratio test
likelihood ratio
2021
@Pol. An.
5 R files
Dataverse
i
The Wild Bootstrap With a Small Number of Large Clusters
2021
@RESTAT
5 R files
2 Datasets
Dataverse
i
Eye-Tracking Reveals How Respondents Simplify Conjoint Choices
Conjoint Experiments
Experimental Methods
eye-tracking
2021
@Pol. An.
Dataverse
i
Screeners Could Enhance Political Science Data Quality
item response theory
manipulation checks
survey standardization
2021
@PSR&M
3 R files
1 Stata file
1 dataset
Dataverse
i
2020
Why UK Backbenchers Aren't Becoming More Alike — Except the Senior Ones
Fixed Effects
Legislative Behavior
Panel Data
Speech-as-Data
Text Analysis
UK House of Commons
2020
@Pol. An.
Dataverse
i
Divided Government Causality? Two New Methods Address Election Challenges
Divided Government
Regression Discontinuity
probability restricted design
electoral distance
2020
@SPPQ
Dataverse
i
Central Bank Preferences Uncovered Through Text Analysis Alone
Central Banking
Text Analysis
financial crisis
scaling methods
2020
@PSR&M
1 R file
9 datasets
Dataverse
i
Small Corpora, Big Insights: Word2Vec Tracks 161 Years of Shifting Meanings
bootstrapping
computational methods
Machine Learning
News Media
Text Analysis
word2vec
semantic change
pretraining
2020
@Pol. An.
Dataverse
i
Active Learning Cuts Text Labeling Costs, Especially for Rare Categories
Simulation
active learning
text classification
intercoder reliability
2020
@Pol. An.
Dataverse
i
Text Matching Offers New Solutions for Addressing Confounding Observational Gaps
Causal Inference
Matching
Text Analysis
text confounders
2020
@AJPS
14 R files
3 datasets
Dataverse
i
How Automated Coding Reveals Human Rights Groups' Naming-and-Shaming
Accountability
Interest Groups
Text Analysis
2020
@JHR
Dataverse
i
Automated Text Analysis Reveals Radical Shifts in Animal Rights Movements
Collective Action
computational methods
Political Ideology
Text Analysis
animal liberation movement
2020
@R&P
Dataverse
i
New Approach Makes Statistical Duration Findings Easier for Political Scientists
Survival Analysis
expected durations
2020
@BJPS
5 R files
3 datasets
Dataverse
i
Beyond the Unit Root Question: New Approach Handles Uncertainty in Long-Run Economic Relationships
Time Series Analysis
uncertainty
long-run relationship
regression models
regression model application
2020
@AJPS
30 R files
3 datasets
Dataverse
i
Less Deception, More Data: Field Experiment Shows Monitoring Reduces Discrimination Against Hispanics
Field Experiment
State Legislatures
US State Politics
deception reduction
discrimination mitigation
2020
@SPPQ
Dataverse
i
New CNA Method Handles Multi-Value Outcomes & Fuzzy Sets
Causal Inference
Qualitative Comparative Analysis
fuzzy set
membership scores
r software
2020
@PSR&M
2 R files
1 dataset
Dataverse
i
Compare Mediation Effects Without Assuming No Confounding — An Audience Costs Case
Causal Inference
audience costs
international law
comparative mediation
2020
@Pol. An.
Dataverse
i
Why Clustered SEs Underestimate Uncertainty — A Better Method
bootstrapping
Simulation
clustered standard errors
small number of clusters
2020
@Pol. An.
Dataverse
i
How Crowdsourcing Makes Local Government Data Accurate and Cheap
crowdsourcing
local government
Measurement Error
data validation
consensus measures
2020
@Pol. An.
Dataverse
i
New Dataset Reveals Everyday Racial/Ethnic Environments Are Less Extreme Than Traditional Measures Suggest
Geocoded Data
Measurement Error
daily life exposure
2020
@PSR&M
7 R files
2 datasets
Dataverse
i
Why Averaging Hides Politics: A Binary Quantile Model Reveals Hidden Heterogeneity
counterfactuals
binary quantile
discrete choice
heterogeneity
independence of irrelevant alternatives
iia
2020
@Pol. An.
107 R files
8 datasets
Dataverse
i
Allowing Contextual Effects Tightens Ecological Inference Bounds by About 44%
ecological inference
contextual effects
partial identification
2020
@Pol. An.
Dataverse
i
How Political Scientists Can Properly Estimate Direct Causal Effects
Causal Inference
Structural Models
marginal structural models
controlled direct effects
2020
@PSR&M
1 R file
3 Stata files
Dataverse
i
Dropped Groups Explain Why Logit and OLS Diverge
Multilevel Modeling
ordinary least squares
binary outcome
ols
2020
@Pol. An.
1 R file
1 Stata file
1 dataset
Dataverse
i
Fixed Effects Can Skew Rare Event Predictions, New Method Fixes It
Civil War
Fixed Effects
Monte Carlo
Logistic Regression
rare events data
2020
@PSR&M
2 R files
1 Stata file
1 dataset
Dataverse
i
New Sampling Method Enters Political Science Mainstream
Social Networks
syria
Network Analysis
rds method
respondent driven sampling
hidden populations
2020
@POP
1 R file
1 dataset
Dataverse
i
Why Log-Log Plots Mislead: Rethinking Power Laws in Public Budgets
Government Spending
power law
stochastic process
log-log plot
statistical testing
2020
@Pol. An.
1 R file
6 datasets
Dataverse
i
Which Text-Matching Methods Actually Work? Evidence From 100+ Tests
Matching
Text Analysis
text representation
distance metric
2020
@Pol. An.
Dataverse
i
When Spatial Weights Are Mismeasured: A Practical Test for Spatial Models
Measurement Error
Monte Carlo
Panel Data
Causal Inference
spatial weights
2020
@Pol. An.
1 R file
Dataverse
i
Field Guide to Measuring Political Networks
Network Measurement
Political Science
Relational Data
Node Ties Tradeoff
2020
@PSR&M
2 R files
8 datasets
Dataverse
i
When Subgroup Comparisons Mislead: The Problem With Conditional AMCEs
Conjoint Experiments
interaction effects
marginal means
interactions
2020
@Pol. An.
5 datasets
Dataverse
i
Context Matters: A Dirichlet-Process Model for Hidden Effect Heterogeneity
Bayesian Methods
latent variables
Monte Carlo
nonparametric methods
generalized linear models
2020
@Pol. An.
Dataverse
i
Using Multiple Modes to Spot Measurement Error in Experiments
crowdsourcing
Experimental Methods
nonparametric methods
heterogeneous effects
2020
@Pol. An.
4 R files
7 datasets
Dataverse
i
Women's March cellphone data reveals news/social media accurately reflect protest size
Collective Action
Gender
Geocoded Data
Twitter
2020
@APSR
8 R files
23 datasets
Dataverse
i
Online Coders Revolutionize Political Video Analysis: Speed & Cost Efficiency Unlocked
Content Analysis
crowdsourcing
political communication
2020
@PSR&M
Dataverse
i
How Text Mining Predicts When Rival Parties Will React (Evidence From Slovakia)
slovakia
Accountability
computational methods
Machine Learning
Partisanship
Text Analysis
2020
@Pol. An.
Dataverse
i
Flawed Controls in Political Science Models
Causal Inference
Machine Learning
interaction effects
quadratic terms
regularization
interactive effects
2020
@PSR&M
Dataverse
i
Facebook Ads Can Approximate Representative US Public Opinion on Climate Change
Public Opinion
Survey Data
United States
quota sampling
american community survey
2020
@PSR&M
3 R files
5 datasets
Dataverse
i
Online Recruitment in India vs. U.S.: Not All Samples Can Make Valid Inferences
India
Partisanship
Survey Data
United States
representative samples
convenience samples
benchmarks
recruitment
2020
@PSR&M
16 R files
14 datasets
Dataverse
i
A Better Alternative to Inverse Probability Weighting for Time-Varying Causal Effects
Causal Inference
residual balancing
marginal structural models
inverse probability weighting
continuous treatments
2020
@Pol. An.
Dataverse
i
Shadowing Political Elites: A Scalable Way to Observe Daily Behavior
qualitative analysis
shadowing
observational methods
2020
@Pol. An.
2 R files
2 datasets
Dataverse
i
Do Sponsor Logos Bias Online Surveys? Evidence Says No
Measurement Error
Survey Data
sponsorship
satisficing
2020
@JXPS
2 Stata files
1 dataset
Dataverse
i
Spatial Interdependence in IV Studies: A Surprising Blind Spot for Researchers
Monte Carlo
Simulation
ols bias
2020
@PSR&M
18 R files
1 Stata file
3 datasets
Dataverse
i
Geographic Data Points to Better Case Selection and Richer Theory Development
Spatial Models
case selection
theory development
2020
@PSR&M
3 R files
Dataverse
i
Text Alone Can Bridge the Gap Between Spatial Voting Theory and Policy Positions
Policy Preferences
Text Analysis
text scaling
2020
@APSR
1 R file
1 Stata file
3 datasets
Dataverse
i
Stacked Regression Beats MRP for Local Public Opinion Estimation
Multilevel Modeling
Poststratification
Machine Learning
Public Opinion
stacked regression and poststratification
2020
@Pol. An.
Dataverse
i
Geographical Correlation Matters: CAR Models Improve State Politics Analysis
Bayesian Methods
Spatial Models
US States
2020
@PSR&M
9 R files
5 datasets
Dataverse
i
Why Party Intercepts Can't Pin Down Valence in Spatial Models
Political Parties
Spatial Models
Spatial Voting
valence
discrete choice
2020
@Pol. An.
1 R file
Dataverse
i
How Reliable Are Sensitivity Analyses?
Sensitivity Analysis
model averaging
variable influence
2020
@PSR&M
61 R file
3 datasets
Dataverse
i
When Networks Are Wrong, Spatial Models Mislead — BMA Fixes It
Bayesian Methods
Spatial Models
Monte Carlo
Network Analysis
spatial autoregression
2020
@Pol. An.
Dataverse
i
Amazon Mechanical Turk's Data Quality Crisis: New Insights into Detection
crowdsourcing
Measurement Error
virtual private networks
fraud detection
vpns
2020
@PSR&M
1 R file
4 Stata files
40 datasets
Dataverse
i
When Surveys Get Interrupted: How Unexpected Events Reveal Causal Effects
Causal Inference
France
Natural Experiment
Terrorism
european social survey
ess
2020
@Pol. An.
Dataverse
i
When Word Order Matters: LSTMs Improve Political Text Classification
Social Media
LSTM
text classification
word order
newspapers
2020
@Pol. An.
Dataverse
i
How Voter Registration Records Sharpen MRP Estimates to County and District Levels
Poststratification
Elections
Multilevel Modeling
Survey Data
Voter Registration
exit polls
2020
@Pol. An.
5 R files
1 dataset
Dataverse
i
BLUE Not Best? Non-Normal Errors Challenge Least Squares in Political Data
blue estimator
least squares
non-normal errors
political data
least squares method
2020
@PSR&M
Dataverse
i
Expert Disagreement: Mean vs Median Responses Lead to Different Survey Outcomes
European Union
Expert Surveys
2020
@PSR&M
9 R files
4 datasets
Dataverse
i
Why Better Measuring Populist Attitudes Matters for Understanding Democracy's Health
Populism
Public Opinion
noncompensatory measures
multidimensional constructs
populism scales
non compensatory measures
multi dimensional constructs
2020
@APSR
13 R files
46 Stata files
17 datasets
Dataverse
i
Sensitivity Bias in Surveys: New Insights from 30 Years of List Experiments
List Experiment
List Experiments
Social reference theory
sensitivity bias
measurement approach
2020
@APSR
Dataverse
i
Party Embeddings Reveal Ideology Hidden in Parliamentary Speech
Machine Learning
manifestos
Political Parties
Speech-as-Data
Text Analysis
parliamentary corpora
2020
@Pol. An.
1 R file
15 datasets
Dataverse
i
2019
How Misclassified Failures Distort Survival Studies — And a Bayesian Fix
Bayesian Methods
Measurement Error
Survival Analysis
split-population models
2019
@Pol. An.
Dataverse
i
How To Test Long-Run Relationships When Stationarity Is Unknown
Time Series Analysis
cointegration
long-run multiplier
bounds testing
2019
@Pol. An.
Dataverse
i
DiD vs Lagged Outcomes: Why Estimates Bracket the Truth
Causal Inference
Difference-In-Differences
lagged dependent variable
parallel trends
ignorability
semiparametric methods
lagged-outcome
semiparametric
2019
@Pol. An.
1 R file
3 datasets
Dataverse
i
Edges Make Edges: Rethinking How Political Networks Form
Legislative Behavior
Network Analysis
nodes-as-actions
2019
@Pol. An.
Dataverse
i
Multinomial Ideal-Point Models: Reclassifying Nonresponse Reveals Hidden Conservatism
multinomial models
expectation-maximization em algorithm
multinomial
em algorithm
2019
@Pol. An.
3 R files
8 datasets
Dataverse
i
Dropping Manipulation-Check Failures Can Produce Serious Bias
Causal Inference
manipulation checks
Experimental Methods
bounds
2019
@Pol. An.
Dataverse
i
When Standard G-Estimation Misses: Regression-With-Residuals Handles Effect Moderation
Causal Inference
controlled direct effects
g-estimation
regression with residuals
2019
@Pol. An.
1 R file
1 dataset
Dataverse
i
Matching Meets Stratified Sampling: A Practical Theory of Inference
Causal Inference
Matching
Stratified sampling
Propensity score
Treatment effects
2019
@Pol. An.
2 R files
3 datasets
Dataverse
i
Non-Random Measurement Error: A New Tool for Political Scientists
academia
Measurement Error
statistical models
2019
@PSR&M
9 R files
Dataverse
i
Flexible Stats Challenge Survey Data Gold Standard
Survey Data
Bayesian Methods
Machine Learning
Multilevel Modeling
2019
@APSR
3 R files
Dataverse
i
Accurate Causal Estimates: Bivariate Probit Models Using Bayesian vs Maximum Likelihood Estimation
Bayesian Methods
bivariate probit
maximum likelihood estimation
bivariate probit models
2019
@PSR&M
17 R files
4 Stata files
Dataverse
i
Why Algorithms Still Beat Crowds at Predicting Recidivism
Crime
crowdsourcing
Machine Learning
recidivism
predictive accuracy
algorithmic fairness
2019
@Pol. An.
Dataverse
i
Dynamic Pies Reveal More Than Just Budget Breakdowns Across US States
US States
Time Series Analysis
compositional data
dynamic visualization
2019
@PSR&M
1 Stata file
3 datasets
Dataverse
i
Rethinking Random Forest vs. Logit for Predicting Rare Civil War Onsets
civil war onset
Machine Learning
Logistic Regression
class-imbalanced data
predictive methods
2019
@Pol. An.
Dataverse
i
Network Effects Cause Interference In State Legislature Experiments
Field Experiment
Legislative Behavior
Social Networks
State Legislatures
2019
@SPPQ
Dataverse
i
Clearing Up Confusion in Political Research Design
Preregistration
Monte Carlo
Simulation
research design
analytical features
diagnosands
2019
@APSR
Dataverse
i
Survey Experiments Resistant to Demand Effects: A Counterintuitive Look
Survey Experiments
demand effects
online political science research
2019
@APSR
4 R files
8 datasets
Dataverse
i
Recovering Time-Varying Population Distributions From Sparse Marginal Data
Time Series Analysis
Poststratification
ecological inference
Dirichlet
estsubpop
2019
@Pol. An.
Dataverse
i
How Bayesian Models Reconstruct Country-Year Public Opinion on Democracy
Bayesian Methods
Democracy
item response theory
latent variables
Panel Data
Public Opinion
panel smoothing
2019
@Pol. An.
4 R files
2 datasets
Dataverse
i
Robust Dynamic Model Reveals Sudden Political Shocks Missed by Standard Models
Democracy
Time Series Analysis
latent variables
dynamic models
judicial ideology
2019
@Pol. An.
Dataverse
i
How Do Survey Experiments on Mechanical Turk Generalize? New Replication Evidence Provides Insights.
Causal Inference
crowdsourcing
Experimental Methods
external validity
Replication
demographic variation
2019
@PSR&M
7 R files
4 datasets
Dataverse
i
Linking Survey Items to Real Preferences: Hierarchical Models That Reveal Polarization
Political Polarization
item response
latent preference
hierarchical IRT
hIRT
2019
@Pol. An.
10 R files
Dataverse
i
Blending Polls and Fundamentals Improves Multi-Party Election Forecasts
voting and elections
Election Forecasts
Bayesian Methods
public opinion polls
multi-party systems
coalition governments
2019
@Pol. An.
Dataverse
i
Interview Mode Shifts Responses: Self-Completing vs Face-to-Face for Cognitively Diverse Audiences
Interviews
Measurement Error
Survey Data
United States
item nonresponse
self-administered surveys
cognitive skills
item non-response
2019
@PSR&M
5 Stata files
5 datasets
Dataverse
i
Newspapers Reveal Political Power Through Coverage Space
United States
News Media
Party Organization
US State Politics
Text Analysis
2019
@PSR&M
1 R file
4 Stata files
18 datasets
Dataverse
i
A Simpler, Better Way to Model Network Data: AME Beats ERGM and LSM
Bayesian Methods
Dyadic Analysis
latent variables
Network Analysis
2019
@Pol. An.
Dataverse
i
When List Experiments Mislead: Fixing Measurement Error in Sensitive Surveys
nonlinear least squares regression
model misspecification tests
nlsreg
mlreg
misspecification test
2019
@Pol. An.
Dataverse
i
Lost in Translation: How Aggregation Masks Key Insights in Event Data
ecological inference
Selection Bias
report-level data
mmad dataset
report level data
2019
@AJPS
1 R file
4 Stata files
2 datasets
Dataverse
i
Lost in Translation? New Algorithm Fixes Geolocation Accuracy
Geocoded Data
Machine Learning
News Media
Text Analysis
2019
@PSR&M
1 R file
17 datasets
Dataverse
i
How Machine Learning Detects Shifts in Human Rights Standards
Human Rights
Text Analysis
supervised learning
2019
@Pol. An.
Dataverse
i
How Uncertainty Changes What Spatial Models Say About Party Positions
Bayesian Methods
item response theory
Measurement Error
2019
@Pol. An.
Dataverse
i
How Do We Measure Political Sophistication? New Methods Solve an Old Problem
Media Effects
Text Analysis
statistical modeling
google books ngrams
text complexity
2019
@AJPS
21 R file
9 datasets
Dataverse
i
How Unit Choices Warp Results — A New Measure That Reduces MAUP
Monte Carlo
MAUP
spatial distribution
subnational
2019
@Pol. An.
Dataverse
i
How Party Labels Improve Polarization Measurement in UK Commons Speeches (1811–2015)
Partisanship
uk house of commons
Machine Learning
Political Polarization
Text Analysis
supervised methods
2019
@Pol. An.
1 R file
Dataverse
i
BigKRLS Makes Kernel Models Fast Enough for Real Political Data
computational methods
Conjoint Experiments
Machine Learning
nonparametric methods
marginal effects
2019
@Pol. An.
Dataverse
i
How To Reveal Direction In Symmetric Networks
Network Analysis
treaties
network reconstruction
investment treaties
2019
@Pol. An.
Dataverse
i
How More Zero Location Mentions Impairs Geolocation Accuracy
Geocoded Data
Measurement Error
zero-inflated models
contextual features
zeros
2019
@PSR&M
Dataverse
i
New Approach Tamest Multilingual Sentiment Analysis For Measuring Parliamentary Conflict
Legislative Behavior
Speech-as-Data
Text Analysis
translatable dictionary
2019
@LSQ
44 R files
1 Stata file
10 datasets
Dataverse
i
Factual Checks Reveal Attention: A New Tool for Experimental Clarity
Experimental Methods
factual manipulation checks
attention measurement
2019
@AJPS
2 Stata files
8 datasets
Dataverse
i
Why Fixed-Effects Models Can Make Estimates More Biased Than OLS
Causal Inference
Fixed Effects
Panel Data
omitted variable bias
2019
@Pol. An.
3 Stata files
Dataverse
i
Ignoring Inattentive Respondents Biases Political Surveys — Even List Experiments
Survey Data
List Experiments
Measurement Error
instructed response
2019
@Pol. An.
2 R files
2 datasets
Dataverse
i
Small Cluster Numbers? New Tools Help Political Scientists Get More Accurate Results
cluster robust standard errors
ibragimov mueller method
stata
r software
stata software
r packages
2019
@PSR&M
Dataverse
i
Simulate Events to Spot Bad Fits in Relational Event Models
Network Analysis
Simulation
relational events
model fit
2019
@Pol. An.
Dataverse
i
Who Are IV Compliers? A Simple Way to Profile Them
Instrumental Variables
compliers
noncompliance
stata
local average treatment effect late
2019
@Pol. An.
Dataverse
i
Heavy-Tailed Policy Changes: Why Normal Distributions Might Mislead Researchers
probability distributions
policy change
variance
heavy-tailed distribution
policy change models
within-time variance
normal distribution
2019
@R&P
1 R file
1 dataset
Dataverse
i
When 'No Liars' Fails: Bounding Sensitive Answers in List Experiments
California
List Experiments
Survey Experiments
2019
@Pol. An.
6 R files
Dataverse
i
How to Judge New Quantitative Methods: A Framework for Replication in Context
Replication
reproducibility
methodology
research transparency
2019
@Pol. An.
Dataverse
i
Mapping Nigeria's Elite Connections with Scraping Algorithms: A New Approach to Political Networks
Africa
Clientelism
computational methods
Elites
Network Analysis
scraping algorithms
nigeria
2019
@PSR&M
5 R files
23 datasets
Dataverse
i
New Method for Simulating Duration Data Improves Cox Model Accuracy
nonparametric methods
Simulation
Survival Analysis
2019
@PSR&M
8 R files
Dataverse
i
Can Speech Recognition Replace Human Transcripts in Political Text Analysis?
Speech-as-Data
Text Analysis
bag-of-words
2019
@Pol. An.
12 R files
Dataverse
i
Material Actions Outweigh Words in Diplomatic Crises: A Signal Clarity Study
Germany
Machine Learning
Russia
Signaling
United States
credibility
2019
@APSR
3 R files
23 datasets
Dataverse
i
Student Samples Vary Demographically but Produce Similar Experimental Effects
Causal Inference
external validity
International Relations
student samples
crisis bargaining
treatment heterogeneity
2019
@Pol. An.
1 Stata file
9 datasets
Dataverse
i
Real-Time Financial Stress Insights Could Reshape Political Behavior Research
financial stress
digital measurement
2019
@BJPS
Dataverse
i
Machine Coded Data? Not Always Better Than Human Coding for Underreporting Bias
computational methods
Machine Learning
Measurement Error
News Media
Repression
2019
@PSR&M
Dataverse
i
Venezuela Land Reforms: Individual vs Aggregate Data Matters for Testing Distributive Politics
distributive politics
venezuela
land reforms
individual-level data
macro-level analysis
2019
@PSR&M
9 Stata files
6 datasets
Dataverse
i
Probabilistic Model Streamlines Large-Scale Data Merging
Administrative Data
probabilistic model
record linkage
large-scale merging
2019
@APSR
Dataverse
i
Survey Incentives Increased Responses but Weights Failed to Remove Nationalist Bias
Survey Data
survey weights
2019
@Pol. An.
8 Stata files
Dataverse
i
There’s No Magic Formula: Expert Reliability Falls Flat Across Many Characteristics
expert reliability
latent traits estimation
ordinal IRT model
coder-level data
2019
@R&P
Dataverse
i
Unit Fixed Effects Models: A Heads-Up on Their Hidden Limitations
Causal Inference
Fixed Effects
Matching
nonparametric methods
regression models
2019
@AJPS
7 R files
3 datasets
Dataverse
i
When Propensity Score Matching Hurts: Why Better Matching Beats PSM
Matching
Causal Inference
2019
@Pol. An.
Dataverse
i
2018
When Imputation Hurts: Listwise Deletion Outperforms Under MNAR
listwise deletion
Multiple Imputation
Simulation
missing not at random mnar
2018
@Pol. An.
Dataverse
i
New Statistical Method Challenges Causal Inference Standards in Political Science
Causal Inference
manipulation checks
Natural Experiment
equivalence testing
2018
@AJPS
2 R files
4 datasets
Dataverse
i
Identify Direct Effects in Survey Experiments Without Risky Assumptions
Survey Experiments
Causal Inference
factorial design
selection on observables
direct effect
2018
@Pol. An.
2 R files
2 datasets
Dataverse
i
New Method Shows U.S. Supreme Court Arguments' Quality Highly Susceptible to Unseen Confounders
Confounder
Supreme Court Justice Voting
Simultaneous Sensitivity Analysis
Oral Argument Quality
2018
@PSR&M
1 R file
5 Stata files
29 datasets
Dataverse
i
How Classifier Accuracy Measures Polarization in Westminster Politics
Machine Learning
Text Analysis
classification accuracy
westminster system
westminster
2018
@Pol. An.
6 R files
7 Datasets
Dataverse
i
How Do We Know What People Think Locally? New Insights on Survey Accuracy
Britain
Elections
Poststratification
Public Opinion
Spatial Models
Subnational Data
2018
@PSR&M
Dataverse
i
Detect Hidden Actor Roles in Dynamic Networks With ego-TERGM
latent variables
Network Analysis
Panel Data
tergm
expectation-maximization
kapferer
2018
@Pol. An.
2 R files
Dataverse
i
WTO Membership Linked to Unrelated Outcomes: A Problem of Selection Bias
Environmental Policy
treaties
2018
@BJPS
17 Stata files
5 datasets
Dataverse
i
Neurotics Avoid Ideological Questions Due to Error Aversion
Bayesian Hierarchy
Neuroticism Avoidance
CCES Survey
Ideological Uncertainty
2018
@PSR&M
23 R files
1 dataset
Dataverse
i
A New Approach to Boosting Credibility in Political Science Observational Studies
observational studies
predictive validity
generalization error
regularization
2018
@PSR&M
1 R file
Dataverse
i
How Senate Speeches and Votes Reveal Hidden Ideology and Leadership
US Congress
spatial preferences
Gaussian copula
factor model
text
2018
@Pol. An.
8 R files
16 datasets
Dataverse
i
Flexible Likelihood Models Slash Bias in Political Causal Inference
Selection Bias
heckman selection model
2018
@Pol. An.
50 R files
1 dataset
Dataverse
i
ARDL Models Offer More Robust Approach to Cointegration Testing in Time Series Analysis
ARDL Model
Bounds Test
Cointegration Testing
Dynamic Modeling
2018
@AJPS
1 R file
21 Stata file
64 datasets
Dataverse
i
Why Your Experimental Data Might Be Messed Up - And How to Fix It
Causal Inference
Regression Discontinuity
conditioning bias
posttreatment control
2018
@AJPS
2 R files
5 datasets
Dataverse
i
When Interaction Models Go Wrong: Simple Checks to Avoid Misleading Results
Replication
Causal Inference
interaction effects
nonlinear models
2018
@Pol. An.
Dataverse
i
Correcting Causal Inference Biases in Time-Series Cross-Sectional Studies
Government Spending
Panel Data
Time Series Analysis
welfare spending
lagged effects
2018
@APSR
4 R files
2 datasets
Dataverse
i
Measure Individual Ideology From Social Media Short Texts With a Dynamic Lexicon
Political Ideology
Social Media
text-scaling
lexicon
voting intentions
2018
@Pol. An.
Dataverse
i
Fixed Effects Models: How Researchers Misinterpret Their Impact
counterfactuals
Causal Inference
Fixed Effects
2018
@PSR&M
2 R files
4 datasets
Dataverse
i
Low Information Amplifies Gender Effects; High Information Dampens Them
Political Knowledge
Voter Perception
dynamic presentation
2018
@Pol. An.
2 Stata files
2 datasets
Dataverse
i
Why Survey Vignettes Mislead: The Hidden Information Equivalence Problem
democratic peace
Survey Experiments
Causal Inference
Instrumental Variables
International Relations
information equivalence
placebo tests
2018
@Pol. An.
7 R files
13 datasets
Dataverse
i
New Methods Reveal How Freedom of Expression Leads to Democratic Change
Elections
ordinal sequences analysis
V-Dem dataset
freedom of expression
2018
@PSR&M
4 R files
11 dataset
Dataverse
i
When Expert Averages Fail: IRT Fixes Cross-National Coding
V-Dem
Panel Data
IRT
expert coding
DIF
2018
@Pol. An.
Dataverse
i
How Labels Versus Photos Change Voter Reactions to Candidate Race
Conjoint Experiment
Conjoint Experiments
United States
treatment mode
2018
@Pol. An.
8 R files
2 datasets
Dataverse
i
When List-Experiment Estimators Break Down: Small Errors, Big Biases
Measurement Error
Monte Carlo
List Experiments
ICT-MLE
survey design
2018
@Pol. An.
18 R files
1 dataset
Dataverse
i
Japan's 2014 Vote Didn't Give LDP a Clear Policy Mandate
manifestos
Conjoint Experiments
Japan
Public Opinion
electoral mandate
2018
@Pol. An.
Dataverse
i
Frailty ERGM Reveals How Hidden Traits Warp Network Conclusions
Monte Carlo
Network Analysis
Social Networks
frailty
multilevel estimation
2018
@Pol. An.
Dataverse
i
Google Translate Works for Bag-of-Words Text Analysis
computational methods
Text Analysis
topic models
europarl
lda
2018
@Pol. An.
Dataverse
i
How to Estimate Ideal Points Without Strong Assumptions
Ideal Points
Nonparametric
Hypothesis testing
Multidimensionality
2018
@Pol. An.
8 R files
1 dataset
Dataverse
i
Adding Covariates Can Worsen Bias in Political Studies?
Omitted Variables Bias
Unobserved Confounders
Countervailing Effects
Overadjustment
2018
@PSR&M
2 R files
1 dataset
Dataverse
i
Why Spatial Instruments Rarely Work
Instrumental Variables
Spatial Models
simultaneity
2018
@Pol. An.
7 Stata files
Dataverse
i
QCA's Blind Spot: Low Power Can Hide True Causal Paths
Qualitative Comparative Analysis
permutation testing
power analysis
truth table
consistency
2018
@Pol. An.
4 R files
4 Datasets
Dataverse
i
Time-Varying Coefficients Mislead. Survivor Functions Reveal the Real Effects
duration analysis
time-varying
survivor function
event history
interstate conflict
2018
@Pol. An.
19 Stata files
2 Datasets
Dataverse
i
New Measure Reveals How Relationships Between Politicians Are Quantified
Coalition Formation
latent variables
2018
@APSR
1 R file
1 Stata file
2 datasets
Dataverse
i
Realists Vs Idealists: Do Necessary Conditions Matter in QCA?
Qualitative Comparative Analysis
necessity
ESA
data-mining
idealism
2018
@Pol. An.
1 R file
21 dataset
Dataverse
i
Navigating Population-Based Municipal Rules in France, Germany & Italy
France
Italy
Regression Discontinuity
Germany
2018
@AJPS
Dataverse
i
Untangling Partial Treatment Effects When Multiple Scores Determine Eligibility
Regression Discontinuity
Causal Inference
multiple running variables
identification
local difference-in-differences
quantile regression
2018
@Pol. An.
1 Stata file
1 dataset
Dataverse
i
Boosting Political Science Experiments with an Easy Motivation Technique
seriousness technique
experiment motivation
student experiments
political science
2018
@R&P
2 Stata files
Dataverse
i
Scholars vs Subjects: A Clash on Ethics for Political Field Experiments
Norms
Survey Data
ethics
informed consent
deception
political methodology
ethics debate
political methods
2018
@POP
1 R file
1 dataset
Dataverse
i
Why Preprocessing Choices Can Make or Break Unsupervised Text Analysis
Sensitivity Analysis
Preprocessing
Unsupervised Learning
Feature Selection
2018
@Pol. An.
14 R files
Dataverse
i
Party Cues Shape Political Text Coding — A Surprising New Study
manifestos
Measurement Error
Partisan Bias
Political Parties
coder bias
2018
@PSR&M
1 R file
2 Stata files
3 datasets
Dataverse
i
Conjoint Surveys Withstand Dozens of Tasks, New Experiments Show
crowdsourcing
satisficing
2018
@Pol. An.
2 R files
2 Datasets
Dataverse
i
LDV Misconception Corrected: Include More Lags
Monte Carlo
Time Series Analysis
lagged dependent variables
regression models
2018
@PSR&M
1 R file
Dataverse
i
Unlock Insights in Political Science with Flexible Tree-Based Models
Machine Learning
Nonparametric Methods
Decision Trees
Random Forests
2018
@AJPS
11 R file
2 datasets
Dataverse
i
Partial Observability Model Flawed? Minor Errors Can Cause Big Inference Problems
Partial Observability Models
Model Critique
Functional Form Misspecification
Monte Carlo Simulations
2018
@PSR&M
Dataverse
i
How to Map Radio Reach: Signal Models Reveal Media Exposure During Mali's 2012 Coup
Media Effects
propagation models
radio
Mali
signal strength
2018
@Pol. An.
1 dataset
Dataverse
i
Multiple Imputation Isn’t Always Better: When Complete-Case Regression Works
Multiple Imputation
listwise deletion
complete-case
2018
@Pol. An.
1 R file
2 Stata files
Dataverse
i
When to Weight Survey Experiments: Why Unweighted Estimates Often Suffice
Causal Inference
Survey Experiments
survey weights
sample average treatment effect sate
population average treatment effect pate
2018
@Pol. An.
9 R files
1 dataset
Dataverse
i
2017
A Better Way To Measure Representation: The Earth Mover’s Distance
Latin America
2017
@Pol. An.
1 R file
2 Datasets
Dataverse
i
New Framework Ties Human Insight with Computer Efficiency for Political Text Analysis
pairwise comparison
human coding
political texts
crowdsourcing
2017
@APSR
Dataverse
i
Racial Names Mostly Signal Race, Not Socioeconomic Clues
Excludability
Racial Signaling
Audit Study
Legislators
Public Records
2017
@Pol. An.
2 R files
4 Datasets
Dataverse
i
Voluntary Voting Didn't Boost Turnout? The Surprising Bounds on Chilean Election Data
Voter Turnout
Electoral Law
Causal Bounds
Chilean Elections
2017
@PSR&M
3 Stata files
1 dataset
Dataverse
i
Humans Flail at Keyword Search; A Better Computer-Based Approach Emerges
Text Analysis
Keyword Selection
Human Bias
Classifier Errors
2017
@AJPS
3 R files
20 datasets
Dataverse
i
Voter Files Aren't Always Reliable: Assessing Differential Registration Bias
Selection Bias
voter files
Voter Registration
2017
@AJPS
3 R files
8 Stata files
2 datasets
Dataverse
i
Ensembles Beat Single Models for Estimating Heterogeneous Treatment Effects
Causal Inference
heterogeneous effects
ensemble methods
randomized experiments
2017
@Pol. An.
29 R files
3 Datasets
Dataverse
i
Bridging the Gap: MrsP Extends Subnational Poll Predictions Beyond Census Limits
Multilevel Regression & Poststratification
Syntheticpoststratification Method
Subnational Public Opinion Estimation
Political Representation Accuracy
2017
@AJPS
60 R files
13 datasets
Dataverse
i
New Approach Uncovers Positive Early Voting Effects Contrasting Previous Findings
Difference-In-Differences
front-door estimators
bounds estimation
Florida elections
2017
@AJPS
2 R files
1 dataset
Dataverse
i
Find Structural Breaks in Noisy Count Data—No Need to Guess How Many
changepoints
Dirichlet process
Bayesian
overdispersion
campaign contributions
2017
@Pol. An.
24 R files
2 datasets
Dataverse
i
How to Do Mixed-Methods Research When Cases Aren't Independent
Mixed Methods
Spatial Models
case selection
homicide
2017
@Pol. An.
1 R file
Dataverse
i
Long-Term Effects for Models With Temporal Dependence
2017
@Pol. An.
4 R files
2 Stata files
40 Datasets
Dataverse
i
How to Track Influence in Incomplete Social Networks
Twitter
centrality
indegree
network sampling
2017
@Pol. An.
Dataverse
i
Data Reporting Reveals a Distinct Form of Government Transparency
item response theory
World Bank
data dissemination
icrg
2017
@Pol. An.
23 R files
2 Stata files
15 Datasets
Dataverse
i
Who Benefits From Guessing on Political Knowledge Tests?
Gender Differences
Political Knowledge
Taiwan
guessing
Bayesian IRT
2017
@Pol. An.
10 R files
22 Datasets
Dataverse
i
Beyond Simple Numbers: Powerful Network Analysis Techniques for Political Researchers
latent variables
Network Analysis
exponential random graph model ergm
2017
@AJPS
1 R file
7 datasets
Dataverse
i
Time-Varying Fixes Often Misapplied in Duration Models
Survival Analysis
proportional hazards
time-varying
nonproportional hazards
2017
@Pol. An.
4 R files
10 Stata files
9 Datasets
Dataverse
i
Historical Weather Reveals Bigger Uncertainty in Rainfall’s Effect on Turnout
United States
Voter Turnout
rainfall
randomization inference
variance estimation
2017
@Pol. An.
6 R files
Dataverse
i
Newspaper Text Variation Predicts Conflict Before It Happens
Forecasting
Panel Data
conflict prediction
panel regressions
2017
@APSR
Dataverse
i
Online Social Ties Mirror Offline Relationships: Implications for Political Science Research
Experimental Methods
Social Networks
external validity
tie similarity
2017
@APSR
8 R files
6 Stata files
19 datasets
Dataverse
i
How New Matching Methods Maximize Balance and Sample Size in Causal Analysis
Matching
matching frontier
sample size optimization
balance metrics
2017
@AJPS
1 R file
2 datasets
Dataverse
i
How Four Simple Design Choices Make Survey Field Experiments More Efficient and Ethical
Survey Experiment
Survey Experiments
Field Experiment
sampling frame
placebo control
canvassing
2017
@Pol. An.
10 R files
7 Datasets
Dataverse
i
Actual vs Perceived Voting Intentions: A Family Study in Belgium
pcss dataset
belgium flemish region
perceived voting intention
actual voting intention
2017
@PSR&M
1 dataset
Dataverse
i
Facebook Ads as a Cheap, Reliable Way to Sample Political Activists Worldwide
Time Series Analysis
Poststratification
Facebook
Sampling
Activists
2017
@Pol. An.
6 Datasets
Dataverse
i
Detecting Who Hides Sensitive Opinions: A Regression-Based Fix for List Experiments
List Experiment
List Experiments
Political Ideology
misreporting
2017
@Pol. An.
9 R files
Dataverse
i
Why Unbiased Coefficients Can Still Mislead: Transformation-Induced Bias
Simulation
transformation bias
marginal effects
predicted probabilities
small-sample
2017
@Pol. An.
1 dataset
Dataverse
i
How Overlapping News Sources Can Fix Underreported Event Data
event data
misclassification
maximum likelihood
media
SCAD
2017
@Pol. An.
11 R file
3 Datasets
Dataverse
i
When Absences Matter: New Tools for Asymmetric Hypotheses
asymmetry
set-theory
large-N
stochastic frontier
DEA
2017
@Pol. An.
6 R files
4 Datasets
Dataverse
i
Split Samples Improve Power and Replication for Causal Studies, With Limits
Causal Inference
Replication
split-sample
preanalysis-plan
statistical power
2017
@Pol. An.
3 Stata files
Dataverse
i
How Predictive Models Complement Regression in Political Research
Forecasting
predictive modeling
interstate conflict
benchmarks
2017
@Pol. An.
Dataverse
i
Unknown Delay? Here's How Political Scientists Can Still Analyze Time Lags Effectively
Bayesian Model Averaging
Distributed Lag Model
Time-Series Data
American Politics Examples
2017
@PSR&M
2 datasets
Dataverse
i
2016
How Multistate Survival Models Reveal Political Phase Dynamics
Survival Analysis
multistate
event-history
transitions
2016
@Pol. An.
15 R files
5 Stata files
10 Datasets
Dataverse
i
Bayesian Analysis Reveals Democracy's Boost on Social Spending in Latin America
Latin America
bayesian estimation
social spending
democratic regimes
2016
@PSR&M
Dataverse
i
Why More Open-Minded Thinking Can Deepen Climate Change Polarization
Political Ideology
open-mindedness
2016
@R&P
1 R file
1 Stata file
3 Datasets
Dataverse
i
Direct Questions Fall Short, But Indirect Techniques Offer Better Results
List Experiment
List Experiments
sensitive questions
endorsement experiment
randomized response
2016
@AJPS
Dataverse
i
Bridge Decisions Let Scholars Track Lawmakers Across Time and Chambers
Congress
Ideal Points
US Congress
roll calls
cosponsorship
bridge decisions
2016
@Pol. An.
8 R files
7 Datasets
Dataverse
i
When Controlling Backfires: How Fixed Effects Amplify and Unmask Bias
Fixed Effects
Sensitivity Analysis
Causal Inference
Bias Amplification
Placebo Studies
2016
@Pol. An.
2 R files
2 Stata files
2 Datasets
Dataverse
i
Parametric Models Flawed: Inaccurate Estimates and Confidence Intervals
Parametric Models
Specification Uncertainty
Statistical Inference
Monte Carlo Simulation
2016
@AJPS
8 datasets
Dataverse
i
Why Binary Treatments Can Triple IV Estimates: The Hidden Bias From Coarse Measurement
Causal Inference
Education
Instrumental Variables
Coarsening
Great Britain
2016
@Pol. An.
2 R files
2 Stata files
2 Datasets
Dataverse
i
Can Machine Learning Outpredict Logistic Regression for Civil War Onset?
civil war onset
class imbalance
random forests
Logistic Regression
conflict prediction
predictive methods
2016
@Pol. An.
2 R files
4 Datasets
Dataverse
i
Does Your Interaction Effect Really Need a Product Term? New Evidence on Logistic Regression
Logistic Regression
product term
interaction testing
conditional effects
2016
@PSR&M
Dataverse
i
How to Project Data When Geographic Boundaries Change
Areal interpolation
Boundary change
Spatial aggregation
GIS
Crosswalks
2016
@Pol. An.
Dataverse
i
How Much Is the Prior Driving Rare-Event Logistic Results?
Logistic Regression
separation
Jeffreys prior
partial prior
rare events
2016
@Pol. An.
Dataverse
i
Representative Samples Don't Guarantee Regression Estimates: A Surprising Flaw
Causal Inference
American National Election Studies
Regression Weights
External Validity
2016
@AJPS
2 datasets
Dataverse
i
Beyond Simple Trade-offs: A New Model for Dynamic Political Compositions
compositional variables
dynamic modeling
fixed-sum constraints
regression techniques
party support
budgeting decisions
2016
@AJPS
3 Stata files
4 datasets
Dataverse
i
How Combinatorics Exposes Sensitivity Blind Spots in QCA
Qualitative Comparative Analysis
sensitivity
combinatorics
enumeration
parameters
2016
@Pol. An.
1 R file
3 Datasets
Dataverse
i
Balancing Equations and Fractional Integration in Dynamic Political Models
Monte Carlo
Equation balance
Error correction
Fractional integration
ARFIMA
2016
@Pol. An.
Dataverse
i
Popular Error‑Correction Model Misused in Political Time Series, Study Warns
Time Series Analysis
order of integration
time series methods
simulation studies
statistical inference
2016
@Pol. An.
4 Stata files
8 Datasets
Dataverse
i
Faster Ideal Point Estimates with Less Wait for Political Scientists
ideal point
expectation maximization algorithm
massive data
variational inference
2016
@APSR
140 R files
24 datasets
Dataverse
i
Fractional Differencing Improves Long-Run Forecasts—Until Short Dynamics and Small Samples Intervene
Simulation
Time Series Analysis
fractional integration
fractional differencing
GECM
2016
@Pol. An.
1 R file
Dataverse
i
Why Simple ADL Trumps ARFIMA for Short Fractionally Integrated Series
Simulation
Fractional integration
ARFIMA
ADL
ECM
2016
@Pol. An.
1 R file
Dataverse
i
Accounting for Guessing Raises Estimated Learning by 13% and Eliminates Gender Gap
Gender Differences
guessing
latent class
Deliberative Polls
2016
@Pol. An.
Dataverse
i
Joint Ideological Scaling for Citizens & Elites? New Methods Address Long-Neglected Challenges
ideal point models
estimation method
US House members
political elites
2016
@AJPS
44 R files
11 dataset
Dataverse
i
Nearly Half of CIPE Results Vanish When Missing Data Is Imputed
Multiple Imputation
listwise deletion
comparative political economy
reanalysis
2016
@Pol. An.
30 R files
30 Stata files
87 Datasets
Dataverse
i
Predicting Race from Voter Rolls Cuts Bias in Turnout Estimates
Voter Registration
Voter Turnout
ecological inference
Bayesian prediction
surname list
2016
@Pol. An.
30 R files
Dataverse
i
When Randomization Isn't Best: Assign Treatments to Minimize Mean Squared Error
randomization
average treatment effect
mean squared error
Matlab
2016
@Pol. An.
Dataverse
i
Speeches, Not Votes: New Way to Map Lawmakers' Positions
Political Polarization
Text Analysis
United States
ireland
legislative speech
2016
@Pol. An.
Dataverse
i
When Tactics Trump Policy: Roll Call Voting in Parliaments
Britain
Ideal Points
Roll-Call Votes
Germany
tactical incentives
2016
@Pol. An.
Dataverse
i
A More Powerful Test for Interference on Social Networks
Social Networks
interference
spillover
randomization
KS test
2016
@Pol. An.
Dataverse
i
How Machine Learning Identifies Which Anti-Recidivism Policies Work in Colombia
Causal Inference
Colombia
Machine Learning
ensembles
recidivism
2016
@Pol. An.
13 R files
1 Stata file
4 Datasets
Dataverse
i
What If Legislatures Looked Different? Simulating Counterfactual Representation
Political Polarization
Proportional Representation
Multilevel Modeling
LGBTQ
post-stratification
2016
@Pol. An.
Dataverse
i
Binary Outcomes Aren't Independent—But How Do We Account for That?
Civil War
spatiotemporal interdependence
binary outcomes probit
maximum simulated likelihood
2016
@PSR&M
4 Stata files
Dataverse
i
Theory-Guided QCA Produces Conservative, Not Enhanced, Solutions
Qualitative Comparative Analysis
necessity
T/ESA
truth tables
Boolean minimization
2016
@Pol. An.
1 R file
21 dataset
Dataverse
i
When Cheap Surveys Work: Google Consumer Surveys for Causal Experiments
Causal Inference
Replication
Survey Experiment
Survey Experiments
GCS
Randomization
2016
@Pol. An.
6 Stata files
9 Datasets
Dataverse
i
Error-Correction Models Work When Time Series Are Properly Balanced
Time Series Analysis
ECM
Fractional integration
Overfitting
Low power
2016
@Pol. An.
16 R files
Dataverse
i
Mixing Protected and Direct Survey Answers Shows When Sensitive Techniques Are Needed
Corruption
Crosswise model
Indirect questioning
Prevalence estimation
Costa Rica
2016
@Pol. An.
Dataverse
i
2015
A Practical Fix for Right-Censored Spatial Duration Data
Monte Carlo
Survival Analysis
Multiple Imputation
right censoring
spatial-lag
2015
@Pol. An.
Dataverse
i
Novel Approach Tackles Autocorrelation in Repeated Cross-Sections
Repeated cross-sections
ARFIMA modeling
multilevel models
autocorrelation correction
2015
@AJPS
Dataverse
i
A Flawed 1969 Draft Lottery Still Functions as a Random Instrument—With Caveats
American National Election Studies
ANES
Natural Experiment
Instrumental Variables
draft lottery
randomization
2015
@Pol. An.
1 Stata file
2 Datasets
Dataverse
i
How to Get Robust Standard Errors With Dyadic Data
Logistic Regression
dyadic data
sandwich estimator
cluster-robust
interstate disputes
2015
@Pol. An.
1 Stata file
1 dataset
Dataverse
i
Citation Bias in IR Research Depends on Your Statistical Model, Study Finds
International Relations
poisson inverse gaussian
citation data
statistical specification
2015
@R&P
1 Stata file
2 Datasets
Dataverse
i
Quantitative Precision Meets Qualitative Insight in Comparative Politics
Comparative Politics
Synthetic Control
reunification
2015
@AJPS
1 dataset
Dataverse
i
Bring Multilingual Texts Into Comparative Politics With Topic Models
Comparative Politics
Text Analysis
STM
Machine translation
Multilingual
2015
@Pol. An.
7 R files
Dataverse
i
Measure Election Fraud From Digits Without P-Values
Election Fraud
digit forensics
latent class
mixture index
Beber-Scacco
2015
@Pol. An.
2 R files
1 dataset
Dataverse
i
How ‘Zeroing’ Ongoing Years Warps Onset Estimates in Panel Data
Civil War
Panel Data
event onset
2015
@Pol. An.
2 Datasets
Dataverse
i
How To Spot Measurement Bias In Categorical Latent Models
world values survey
Measurement invariance
EPC-interest
Latent variables
Categorical data
2015
@Pol. An.
Dataverse
i
MRP Reconstructs Country Means Well but Fails on Rankings and Ranges
Multilevel Modeling
Poststratification
Eurobarometer
Census
2015
@Pol. An.
Dataverse
i
How QCA Can Produce False Positives — And a Simple Fix
Qualitative Comparative Analysis
permutation test
false positives
Type I error
Arab Spring
2015
@Pol. An.
Dataverse
i
When Robust Standard Errors Reveal Bigger Problems — And How to Fix Them
Simulation
robust SE
misspecification
information matrix
software
2015
@Pol. An.
3 Datasets
Dataverse
i
Hidden Voter Groups Alter What Explains Immigrant Turnout and Party Choice in Germany
Germany
Dirichlet process
Bayesian nonparametrics
unobserved heterogeneity
immigrant voters
2015
@Pol. An.
1 R file
3 Datasets
Dataverse
i
When Voters Don't Add Up: Non-Separable Preferences Change Vote Models
Monte Carlo
Spatial Voting
nonseparability
weighted euclidean
vote choice
2015
@Pol. An.
Dataverse
i
Non-Ignorable Non-Response: A Hidden Variable in Roll-Call Analysis?
US Congress
Legislative Behavior
non-response bias
roll call analysis
2015
@AJPS
1 dataset
Dataverse
i
RD Design Still Valid for Many Elections: A Global Comparison
Elections
Incumbency Advantage
Regression Discontinuity
Electoral effects
2015
@AJPS
2 Stata files
2 datasets
Dataverse
i
Reconsidering Time Transforms in Political Survival Analysis
Survival Analysis
proportional hazards
outlier times
censoring levels
2015
@AJPS
Dataverse
i
Beyond Statistics: Prioritizing Real-World Significance in Political Research
practical significance
practical significance testing
2015
@AJPS
1 dataset
Dataverse
i
Survey Experiments Often Omit Conditions and Outcomes, Inflating False Positives
Survey Experiment
Survey Experiments
Preregistration
underreporting
multiple testing
TESS
2015
@Pol. An.
1 R file
Dataverse
i
New Scaling Technique Reveals Greater Ideological Polarization
ANES
Bayesian Methods
cooperative congressional election study
item response theory
2015
@AJPS
Dataverse
i
Three Ways Qualitative Data Enhances Quantitative Causal Inference
Rosenbaum Approach
Qualitative Outcome Data
Measurement Error Reduction
Confidence Intervals Effect Size
Unmeasured Confounders Africa
2015
@AJPS
Dataverse
i
2014
Beyond Flimsy Assertions: A Better Way to Show Variables Have No Political Impact
statistical significance
confidence intervals
negligible effect
2014
@AJPS
1 dataset
Dataverse
i
Testing Political Science Theory Through Confidence Regions
multidimensional scaling
confidence regions
bootstrap method
american national election study
2014
@AJPS
1 dataset
Dataverse
i
List vs Endorsement Experiments Converge in Afghanistan: New Statistical Methods Validate Findings
Representation
Representation Gap
List Experiments
Afghanistan
endorsement experiments
2014
@AJPS
8 R files
Dataverse
i
PULSAR Teaches Machines to Read Human Rights Reports and Spot Judgments
Human Rights
Machine Learning
Text Analysis
PULSAR
Amnesty International
2014
@JHR
Dataverse
i
Categorical Data Favor Conditional Multiple Imputation Over MVN
American National Election Studies
ANES
Multiple Imputation
multivariate normal
conditional imputation
categorical data
2014
@Pol. An.
1 dataset
Dataverse
i
How Correcting Latent Class Bias Can Underestimate Uncertainty
Monte Carlo
latent class
classification error
standard errors
three-step
2014
@Pol. An.
2 Datasets
Dataverse
i
Attention Not Enough? Why Single Survey Screeners Fall Short in Political Studies
Representation
attention
self-administered surveys
2014
@AJPS
3 Stata files
8 datasets
Dataverse
i
Semiaautomating Survey Response Analysis
Structural Topic Model
Open-Ended Surveys
Experimental Political Science
Automated Text Analysis
2014
@AJPS
Dataverse
i
Does How We Ask About Political Knowledge Matter? New Insights from Examining Time-Specific vs. General Facts
Political Knowledge
Gender Differences
Media Effects
Typology
2014
@APSR
Dataverse
i
2013
Why Common ANES Knowledge Scales Mislead Group Comparisons
American National Election Studies
ANES
Political Knowledge
measurement invariance
DIF
CFA
2013
@Pol. An.
5 Datasets
Dataverse
i
Choosing Between Average Effects and Observed-Value Estimates in Political Science Research
Limited Dependent Variable Models
Average Effect
Observed Value Approach
LDV Analysis
2013
@AJPS
2 datasets
Dataverse
i
Deepening MRP Analysis: How Voter Turnout Changes Differ Across Complex Demographic Subgroups
MRP (Multilevel Regression and Poststratification)
subgroup interactions
voter turnout patterns
survey weighting techniques
nonlinearity modeling
2013
@AJPS
Dataverse
i
How Blogs Chose Links in 2004: A Dynamic Network Logistic Choice Study
Elections
network dynamics
logistic choice
blogs
2004 election
temporal ERGM
2013
@Pol. An.
Dataverse
i
Small Country Samples: Why Bayesian Wins Over Frequentist Multilevel Models
Multilevel Modeling
Monte Carlo Experiment
Bayesian Estimation
Cross-Level Interactions
2013
@AJPS
2 Stata files
1 dataset
Dataverse
i
When Algorithms Read Politics: Promise and Pitfalls of Text-as-Data
Machine Learning
Text Analysis
validation
natural language processing
political texts
2013
@Pol. An.
Dataverse
i
2012
Surveys Misread Global Views on Democracy: How Nonsubstantive Responses Skew Results
Survey Data
Democracy
response rates
data accuracy
2012
@PS
2 Stata files
Dataverse
i
2011
Connecting Micro and Macro Partisanship
2011
@Pol. An.
1 Stata file
1 dataset
Dataverse
i
Better Policy Measurement: Log Odds-Ratio Scaling vs. Current Word Count Approaches
log odds ratio
political texts scaling
comparative manifesto project
policy dimension measurement
2011
@LSQ
2 datasets
Dataverse
i
Beyond Assumptions: New Paths to Causal Understanding
Sensitivity Analysis
causal mechanism
minimum assumption
estimation algorithm
2011
@APSR
Dataverse
i
2007
Multicollinearity Mess-Up? Don't Drop Your Variables!
Multicollinearity
Regression Models
Simulated Data
Interaction Terms
2007
@SPPQ
Dataverse
i
When History Misleads: Detecting Model-Dependent Counterfactual Claims
counterfactual inference
Causal Inference
model dependence
Democratization
un peacebuilding
2007
@ISQ
Dataverse
i
2004
New Method Tames Roll Call Data: A Bayesian Twist on Spatial Voting Models
Bayesian Methods
Roll Call Data Analysis
Spatial Voting Models
2004
@APSR
Dataverse
i
2003
Mokken Scaling: A Nonparametric Route to Stronger Survey Measurement
mokken scaling
item response theory
monotone homogeneity
double monotonicity
world values survey
Political Behavior
2003
@Pol. An.
Dataverse
i
2002
A Simple Regression That Predicts Multiparty Vote Shares As Well As Katz‑King
vote shares
SUR
Katz-King
multiparty elections
Clarify
2002
@Pol. An.
Dataverse
i
2000
This Means That: A New Model Predicts International Conflict More Accurately
Neural Networks
Quantitative Conflict Analysis
2000
@APSR
3 Stata files
2 datasets
Dataverse
i
1999
New Model Reveals Incumbency Advantage in British Elections is Smaller Than Thought
Incumbency Advantage
United Kingdom
Statistical Model
Multiparty Elections
1999
@APSR
1 dataset
Dataverse
i