- Designing survey experiments
2025/01/01 by Gregory Huber, Matthew H. Graham · 1 voice · 1 citation
Decision Sciences · Social Sciences · #Context (archaeology) #Control (management) #Design of experiments #Key (lock) #Linguistic Variation and Morphology #Outcome (game theory) #Psychometric Methodologies and Testing #Quality (philosophy) #Randomized experiment #Selection (genetic algorithm) #Set (abstract data type) #Survey Methodology and Nonresponse #Survey research
- Methods for Integrating Trials and Non-Experimental Data to Examine Treatment Effect Heterogeneity
2023/02/26 by Carly Lupton Brantner, Brantner, Carly Lupton, Ting-Hsuan Chang +9 · 5 citations
Economics, Econometrics and Finance · Mathematics · Medicine · #Advanced Causal Inference Techniques #Aggregate (composite) #Aggregate data #Artificial intelligence #Average treatment effect #Computer science #Contrast (vision) #Covariate #Econometrics #Estimator #FOS: Computer and information sciences #Health Systems, Economic Evaluations, Quality of Life #Machine learning #Mathematics #Medicine #Methodology (stat.ME) #Moderation #Nonparametric statistics #Observational study #Parametric statistics #Randomized experiment #Statistical Methods and Bayesian Inference #Statistics #Treatment effect
- Causal Inference from Noise
2019/07/02 by Nevin Climenhaga, Lane DesAutels, Grant Ramsey · 1 voice · 1 citation
Computer Science · Mathematics · Medicine · Psychology · #Anomaly Detection Techniques and Applications #Artificial intelligence #Bayesian Modeling and Causal Inference #Causal inference #Causal model #Causality (physics) #Causation #Cognitive psychology #Computer science #Econometrics #Epistemology #Inference #Information retrieval #Intervention (counseling) #Mathematics #Medicine #Noise (video) #Philosophy #Psychology #Randomized controlled trial #Randomized experiment #Statistical Methods and Inference #Statistical inference #Statistics #sort
- Randomized Allocation with Nonparametric Estimation for Contextual Multi-Armed Bandits with Delayed Rewards
2019/02/03 by Sakshi Arya, Arya, Sakshi, Yuhong Yang +1 · 2 citations
Computer Science · Decision Sciences · Mathematics · Medicine · #Advanced Bandit Algorithms Research #Computer science #Covariate #Econometrics #Economics #Estimation #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Mathematical optimization #Mathematics #Medicine #Nonparametric statistics #Optimization and Search Problems #Randomization #Randomized controlled trial #Randomized experiment #Reinforcement Learning in Robotics #Statistics #Statistics Theory (math.ST) #cs.LG #math.ST #stat.ML #stat.TH
- Generalizing causal inferences from individuals in randomized trials to all trial-eligible individuals
2017/09/30 by Issa J. Dahabreh, Issa Dahabreh, Sarah Robertson +7 · 40 citations
Biochemistry, Genetics and Molecular Biology · Mathematics · #Advanced Causal Inference Techniques #Causal inference #Covariate #Estimator #Genetic Associations and Epidemiology #Identifiability #Inference #Outcome (game theory) #Population #Randomized controlled trial #Randomized experiment #Statistical Methods and Bayesian Inference #stat.ME
- Political Homophily in Social Relationships: Evidence from Online Dating Behavior
2016/10/13 by Gregory A. Huber, Neil Malhotra · 75 citations
Psychology · Social Sciences · #Computer science #Concordance #Convergence (economics) #Economics #Evolutionary Psychology and Human Behavior #Gender Politics and Representation #Homophily #Leverage (statistics) #Political science #Politics #Psychology #Randomized experiment #Similarity (geometry) #Social and Intergroup Psychology #Social psychology #Sociology
- Design approaches to experimental mediation
2016/03/24 by Angela G. Pirlott, David P. MacKinnon · 53 citations
Mathematics · Psychology · Social Sciences · #Behavioral and Psychological Studies #Causal inference #Causality (physics) #Computer science #Confounding #Cultural Differences and Values #Econometrics #Mathematics #Mediation #Mediator #Psychology #Randomized experiment #Social and Intergroup Psychology #Social psychology #Statistics #Structural equation modeling #Variables
- Using Big Data to Emulate a Target Trial When a Randomized Trial Is Not Available: Table 1.
2016/03/18 by Miguel A. Hernán, James M. Robins · 137 citations
Economics, Econometrics and Finance · Mathematics · Medicine · Psychology · #Advanced Causal Inference Techniques #Artificial intelligence #Big data #Causal inference #Computer science #Counterfactual thinking #Data mining #Health Systems, Economic Evaluations, Quality of Life #Inference #Medicine #Observational methods in psychology #Observational study #Psychology #Randomized controlled trial #Randomized experiment #Social psychology #Statistical Methods and Inference #Surgery #Table (database)
- In search of justification for the unpredictability paradox
2014/12/01 by Jeremy Howick, Alexander Mebius · 1 citation
Decision Sciences · Economics, Econometrics and Finance · Mathematics · Medicine · #Meta-analysis and systematic reviews #Health Systems, Economic Evaluations, Quality of Life #Statistical Methods in Clinical Trials #Randomized controlled trial #Blinding #Randomization #Medicine #Sample size determination #MEDLINE #Treatment effect #Randomized experiment #Statistics #Surgery #Traditional medicine #Pathology
- Identification, Inference and Sensitivity Analysis for Causal Mediation Effects
2010/02/01 by Kosuke Imai, Luke Keele, Teppei Yamamoto · 28 citations
Computer Science · Mathematics · Social Sciences · #Advanced Causal Inference Techniques #Bayesian Modeling and Causal Inference #Causal inference #Causal model #Estimator #Identification (biology) #Inference #Parametric statistics #Qualitative Comparative Analysis Research #Randomized experiment #Robustness (evolution) #Sensitivity (control systems) #stat.ME
- Evaluating Group-Based Interventions When Control Participants Are Ungrouped
2008/06/06 by Daniel Bauer, Sonya K. Sterba, Denise Dion Hallfors · 1 citation
Mathematics · Medicine · Psychology · #Behavioral and Psychological Studies #Child and Adolescent Psychosocial and Emotional Development #Clinical psychology #Computer science #Contrast (vision) #Control (management) #Developmental psychology #Intervention (counseling) #Medicine #Psychiatry #Psychological intervention #Psychology #Random assignment #Randomized controlled trial #Randomized experiment #Socialization #Statistical Methods and Bayesian Inference #Test (biology) #Treatment and control groups
- Experiments in Producing Nonresponse Bias
2006/01/01 by Robert M. Groves, Mick P. Couper, Stanley Presser +4 · 1 voice · 21 citations
Economics, Econometrics and Finance · Mathematics · Psychology · Social Sciences · #Covariance #Econometrics #Economic and Environmental Valuation #Economics #Healthcare Policy and Management #Incentive #Mathematics #Non-response bias #Psychology #Randomized experiment #Response bias #Selection bias #Social psychology #Statistics #Survey Methodology and Nonresponse #Survey data collection #Variables
- Why do evaluation researchers in crime and justice choose non-experimental methods?
2005/04/27 by Cynthia Lum, Sue-Ming Yang, Sue‐Ming Yang · 1 citation
Decision Sciences · Engineering · Medicine · Psychology · Social Sciences · #Agency (philosophy) #Applied psychology #Computer science #Crime Patterns and Interventions #Criminal Justice and Corrections Analysis #Criminal justice #Criminology #Economic Justice #Engineering #Engineering ethics #Evaluation and Performance Assessment #Law #Management science #Medicine #Mentorship #Political science #Psychological intervention #Psychology #Randomized controlled trial #Randomized experiment #Salient #Social psychology #Social science #Sociology #Value (mathematics)
- Heterogeneity and Causality
2005/04/07 by Paul R Rosenbaum, Paul R. Rosenbaum · 8 citations
Mathematics · #Advanced Causal Inference Techniques #Artificial intelligence #Causal inference #Causality (physics) #Computer science #Econometrics #Inference #Key (lock) #Mathematics #Randomized experiment #Statistical Methods and Inference #Statistical Methods in Clinical Trials #Statistics
- Randomized experiments in criminology: What have we learned in the last two decades?
2005/03/16 by David P. Farrington, Brandon C. Welsh · 2 citations
Medicine · Psychology · Social Sciences · #Crime Patterns and Interventions #Crime prevention #Criminal Justice and Corrections Analysis #Criminology #Juvenile delinquency #Medicine #Psychiatry #Psychological intervention #Psychology #Psychopathy, Forensic Psychiatry, Sexual Offending #Randomized controlled trial #Randomized experiment
- Does Research Design Affect Study Outcomes in Criminal Justice?
2001/11/01 by David Weisburd, Cynthia Lum, Cynthia M. Lum +1 · 24 citations
Decision Sciences · Medicine · Psychology · Social Sciences · #Affect (linguistics) #Clinical study design #Clinical trial #Crime Patterns and Interventions #Criminal Justice and Corrections Analysis #Criminal justice #Criminology #Economic Justice #Experimental research #External validity #Internal validity #Law #Medicine #Meta-analysis and systematic reviews #Political science #Psychiatry #Psychological intervention #Psychology #Randomized controlled trial #Randomized experiment #Research design #Social psychology #Social science #Sociology
- The Effect of Experimental Mortality on the Internal and External Validity of the Randomized Comparative Experiment
1971/09/01 by Stephen G. Jurs, Gene V. Glass, Gene V Glass · 8 citations
Mathematics · Psychology · Social Sciences · #Behavioral and Psychological Studies #Computer science #Cultural Differences and Values #Econometrics #Experimental Behavioral Economics Studies #Experimental research #External validity #Internal validity #Interpretation (philosophy) #Mathematics #Mathematics education #Psychology #Random assignment #Randomized experiment #Social psychology #Statistics #Test (biology) #Variance (accounting)