Cluster–Robust Variance Estimation for Dyadic Data
Bibliographic Data
| ID | 7971075 |
|---|---|
| Authors | Peter M Aronow (0000-0002-4449-0756, Yale University), Cyrus Samii (0000-0002-0823-1319, New York University, corresponding author), Valentina Assenova (0000-0002-5637-8139, Whitney Museum of American Art), Valentina A Assenova |
| Year | 2015 |
| Volume | 23 |
| Issue | 4 |
| Pages | 564-577 |
| Publication date | 2015-01-01 |
| Peer Reviewed | Yes |
| Open Access | Yes |
| Type | ARTICLE |
| Venue | Political Analysis (JOURNAL) |
| Journal identifiers | ISSN: 1047-1987 • E-ISSN: 1476-4989 |
| Publisher | Cambridge University Press (CUP) (PUBLISHER) |
| DOI | 10.1093/pan/mpv018 |
| OpenAlex | W2173631609 |
| Language | EN |
| Citations received | 56 |
| References cited | 28 |
Dyadic data are common in the social sciences, although inference for such settings involves accounting for a complex clustering structure. Many analyses in the social sciences fail to account for the fact that multiple dyads share a member, and that errors are thus likely correlated across these dyads. We propose a non-parametric, sandwich-type robust variance estimator for linear regression to account for such clustering in dyadic data. We enumerate conditions for estimator consistency. We also extend our results to repeated and weighted observations, including directed dyads and longitudinal data, and provide an implementation for generalized linear models such as logistic regression. We examine empirical performance with simulations and an application to interstate disputes
Causal inference · Cluster analysis · Consistency (knowledge bases · Econometrics · Economics · Estimator · Inference · Logistic regression · Statistical inference · Statistics · Variance (accounting · Computer Science · Mathematics · Spatial and Panel Data Analysis · Statistical Methods and Bayesian Inference · Statistical Methods and Inference · Artificial Intelligence
Lexical distance and the diffusion of technology
Neighborhood disadvantage is associated with biological aging
Empirical Likelihood and Uniform Convergence Rates for Dyadic Kernel Density Estimation
Inference With Dyadic Data
Neighborhood co-offending networks, structural embeddedness, and violent crime in Chicago
Sources of Societal Value Similarities across Europe
Parental resources and heritability as factors shaping children's health. An analysis of twins' self-rated health using TwinLife
Using the Carrot as the Stick
Arming the new Sheriff in Town
The correlates of regional cooperation
Unstable Childhood, Adult Adversity, and Smoking Accelerate Biological Aging Among Middle-Age African Americans
Anti-war or alliance? roll-call votes of the National Assembly of the Republic of Korea on war issues (2003–2007)
Inference in Linear Dyadic Data Models with Network Spillovers
Substance and subsidiarity
A community of shared values? Dimensions and dynamics of cultural integration in the European Union
Married Mixed-gender Couples’ Midlife Employment and Later Life Well-being and Housework
Legacies of Islamic Rule in Africa
Leader visits and nuclear pursuit
Accounting for Extra-Dyadic Sources of International Outcomes
Mapping symbolic ties in U.S. sociology
You Can't Always Get What You Want
Refugee gravitation
Political Geography and Firm Strategies
Major Power Rivalry and Wedge Strategy of Concessions
Party‐Political Contestation of European Trade Policy. An Analysis of Roll Call Votes in the European Parliament
Closing Pandora’s Box
Claimability in International Relations
Coethnics Covote in Africa
The Ties That Rhyme
Randomization Inference with Rainfall Data
The Europeanisation of policy preferences
Expertise, Networks, and Interpersonal Influence in Congress
Affluence and Congruence
Dyadic Clustering in International Relations
Regression of binary network data with exchangeable latent errors
Congress and Community
Measurement Error and Attenuation Bias in Exponential Random Graph Models
Rivals within
Legislative reciprocity
Do winners spread more words? Factional competition and local media reports on corruption investigation in China
Taking dyads seriously
Fundraising for Favors? Linking Lobbyist-Hosted Fundraisers to Legislative Benefits
Polisci Twitter
Dyads Are Dead, Long Live Dyads! The Limits of Dyadic Designs in International Relations Research
Peaceful Uncertainty
Ballots and Blackmail
The Social Construction of Global Health Priorities
United in diversity? The convergence of cultural values among EU member states and candidates
When Should We Use Unit Fixed Effects Regression Models for Causal Inference with Longitudinal Data
Channels for Influence or Maps of Behavior? A Field Experiment on Social Networks and Cooperation
Digital Interdependence and Power Politics
Quem é mais bem representado? Congruência entre parlamentares e segmentos do eleitorado brasileiro
Telegraph and capital market integration
The effects of social adversity, discrimination, and health risk behaviors on the accelerated aging of African Americans
The gift of mobility
The Effect of Gender on Interruptions at Congressional Hearings
Practitioners’ Corner
To GEE or Not to GEE
Bilinear Mixed-Effects Models for Dyadic Data
Random group effects and the precision of regression estimates
Multivariate regression models for panel data
Maximum Likelihood Estimation of Misspecified Models
Some heteroskedasticity-consistent covariance matrix estimators with improved finite sample properties
Heteroskedasticity-Robust Standard Errors for Fixed Effects Panel Data Regression
Agnostic notes on regression adjustments to experimental data
Gender Differences in Mate Selection
Longitudinal data analysis using generalized linear models
GMM estimation with cross sectional dependence
A Heteroskedasticity-Consistent Covariance Matrix Estimator and a Direct Test for Heteroskedasticity
Mostly Harmless Econometrics
Robust Inference With Multiway Clustering
Generalized Estimating Equation Models for Correlated Data
The formation of risk sharing networks
How Robust Standard Errors Expose Methodological Problems They Do Not Fix, and What to Do About It
Dyadic Analysis in International Relations
Space Is More than Geography
Spatial Effects in Dyadic Data
Dirty Pool
| Unique citing works | 56 |
|---|---|
| Citations per year | 5,6 |
| Citation span | 2016 - 2026 (11) |
| Citation velocity | current |
| Highly cited | No |
| Citation types | Neutral: 56 |