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List of works by Peter M. Steiner

A randomized experiment comparing random and cutoff-based assignment ⬇️

scientific article published on June 1, 2011

Abstract: Data Mining Alternatives to Logistic Regression for Propensity Score Estimation: Neural Networks and Support Vector Machines

scientific article

An introduction to modeling longitudinal data with generalized additive models: applications to single-case designs

scientific article

Assessing Correspondence Between Experimental and Nonexperimental Estimates in Within-Study Comparisons

article

Case matching and the reduction of selection bias in quasi-experiments: The relative importance of pretest measures of outcome, of unreliable measurement, and of mode of data analysis

scientific article

Designs of Empirical Evaluations of Nonexperimental Methods in Field Settings

Estimating the causal effect of randomization versus treatment preference in a doubly randomized preference trial ⬇️

scientific article published on 07 May 2012

How Bias Reduction Is Affected by Covariate Choice, Unreliability, and Mode of Data Analysis: Results From Two Types of Within-Study Comparisons

scientific article

Identification and Sensitivity Analysis for Average Causal Mediation Effects with Time-Varying Treatments and Mediators: Investigating the Underlying Mechanisms of Kindergarten Retention Policy

scientific article published in March 2018

Identifying Causal Estimands for Time-Varying Treatments Measured with Time-Varying (Age or Grade-Based) Instruments

scientific article published on 19 August 2016

Pretest Measures of the Study Outcome and the Elimination of Selection Bias: Evidence from Three Within Study Comparisons.

scientific article published on 15 November 2016

The importance of covariate selection in controlling for selection bias in observational studies

scientific article published in September 2010

What Can Be Learned From Empirical Evaluations of Nonexperimental Methods?

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