Richard A. Berk

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Improving Fairness in Criminal Justice Algorithmic Risk Assessments Using Conformal Prediction Sets

Richard A. Berk, Arun Kumar Kuchibhotla, Arun K. Kuchibhotla, 2020, 2008.11664.

Computer Simulations as Experiments: Using Program Evaluation Tools to Assess the Validity of Interventions in Virtual Worlds

Richard A. Berk, Jason Bond, Rong Lu, 1999 .

Throwing the cops back out: The decline of a local program to make the criminal justice system more responsive to incidents of domestic violence

Richard A. Berk, David Rauma, Donileen R. Loseke, 1982 .

An Introduction to Ensemble Methods for Data Analysis

Richard A. Berk, R. Berk, 2004 .

Statistical Learning as a Regression Problem

Richard A. Berk, 2016 .

4 – Implementation of Transitional Aid Research Project Experimental Design

Richard A. Berk, Peter H. Rossi, Kenneth J. Lenihan, 1980 .

A Randomized Experiment Testing inmate Classification Systems

Richard A. Berk, Heather Ladd, Heidi Graziano, 2002 .

An Evaluation of the UCLA AIDS Course - eScholarship

Richard A. Berk, Paul R. Abramson, Joan C. Sekler, 2011 .

What You Can Learn from Wrong Causal Models

Richard A. Berk, Emil Pitkin, Kai Zhang, 2013 .

THE DYNAMICS OF CRIME REGIMES

John M. MacDonald, Richard A. Berk, R. Berk, 2009 .

Selection biases in sociological data

Subhash C. Ray, Richard A. Berk, R. Berk, 1982 .

Balancing the Costs of Forecasting Errors in Parole Decisions

Richard A. Berk, 2010 .

Recent Perspectives on the Regression Discontinuity Design

Richard A. Berk, R. Berk, 2010 .

Inference for Treatment Regime Models in Personalized Medicine

Richard A. Berk, Adam Kapelner, Justin Bleich, 2014 .

Overview of: “Statistical Procedures for Forecasting Criminal Behavior: A Comparative Assessment”

Richard A. Berk, Justin Bleich, R. Berk, 2013 .

What Now? Some Brief Reflections on Model-Free Data Analysis

Richard A. Berk, R. Berk, 2009 .

Workshop on Statistical Approaches for the Evaluation of Complex Computer Models

Sallie Keller-McNulty, Richard A. Berk, Elizabeth J. Kelly, 2002 .

Models as Approximations—Rejoinder

Eric J. Tchetgen Tchetgen, Richard A. Berk, Arun Kumar Kuchibhotla, 2019 .

Drug Use, Prostitution and the Prevalence of AIDS

Richard A. Berk, R. Berk, 1990 .

Machine Learning Forecasts of Risk to Inform Sentencing Decisions

Richard A. Berk, Jordan M. Hyatt, R. Berk, 2015 .

Transparency, Accuracy and Fairness

Richard A. Berk, R. Berk, 2018, Machine Learning Risk Assessments in Criminal Justice Settings.

Randomized experiments as the bronze standard

Richard A. Berk, R. Berk, 2005 .

Broader Implications and a Bit of Craft Lore

Richard A. Berk, 2008 .

Statistical Inference After Model Selection

Richard A. Berk, Lawrence D. Brown, Linda Zhao, 2010 .

Applied Time Series Analysis for the Social Sciences

Richard A. Berk, Richard Hay, Richard McCleary, 1980 .

Thinking about program evaluation

Richard A. Berk, Peter H. Rossi, R. Berk, 1990 .

Statistical Procedures for Forecasting Criminal Behavior

Richard A. Berk, Justin Bleich, R. Berk, 2013 .

An Introduction to Statistical Learning from a Regression Perspective

Richard A. Berk, R. Berk, 2010 .

About Evaluation Review

Richard A. Berk, Howard E. Freeman, 1985 .

Some Statistical Tools for Evaluating Computer Simulations: A Data Analysis Approach

Richard A. Berk, Robert E. Weiss, Frederic Paik Schoenberg, 2011 .

Uncertainty in the Construction and Interpretation of Mesoscale Models of Physical and Biological Processes

Richard A. Berk, R. Berk, 1994 .

Support Vector Machines

Richard A. Berk, 2008 .

Book Reviews

Stan Lipovetsky, Robert H. Shumway, Andrei Khrennikov, 2017, Technometrics.

Statistical Inference for Simple Linear Regression

Richard A. Berk, 2004 .

The Use of Statistical Tools for Evaluating Computer Simulations – An Editorial Essay

Richard A. Berk, Robert E. Weiss, Frederic Paik Schoenberg, 2001 .

Erratum to: Statistical Learning from a Regression Perspective

Richard A. Berk, 2016 .

Chapter 13 – Applications of the General Linear Model to Survey Data

Richard A. Berk, 1983 .

Bringing the Cops Back In: A Study of Efforts to Make the Criminal Justice System More Responsive to Incidents of Family Violence

Richard A. Berk, David Rauma, Donileen R. Loseke, 1980 .

Statistical learning procedures for monitoring regulatory compliance: an application to fisheries data

Richard A. Berk, Cleridy E. Lennert-Cody, R. Berk, 2007 .

A More Formal Treatment of Classification and Forecasting

Richard A. Berk, 2012 .

Data Mining within a Regression Framework

Richard A. Berk, R. Berk, 2005, Data Mining and Knowledge Discovery Handbook.

Reinforcement Learning and Genetic Algorithms

Richard A. Berk, 2020 .

Some Other Procedures Briefly

Richard A. Berk, 2016 .

Causal Inference for the Simple Linear Model

Richard A. Berk, 2004 .

Classification and Regression Trees (CART)

Richard A. Berk, 2008 .

Chance and the Death Penalty

Richard A. Berk, Robert Weiss, Jack Boger, 2011 .

The powerful seductions alchemy

Richard A. Berk, 2007 .

Tree-Based Forecasting Methods

Richard A. Berk, 2012 .

Post-Model-Selection Statistical Inference with Interrupted Time Series Designs: An Evaluation of an Assault Weapons Ban in California

Richard A. Berk, R. Berk, 2021, 2105.10624.

Improving Fairness in Criminal Justice Algorithmic Risk Assessments Using Optimal Transport and Conformal Prediction Sets

Richard A. Berk, Arun Kumar Kuchibhotla, Eric Tchetgen Tchetgen, 2021 .

Nested conformal prediction sets for classification with applications to probation data

Richard A. Berk, Arun K. Kuchibhotla, R. Berk, 2021, The Annals of Applied Statistics.

The Conspiracy of Random Predictors and Model Violations against Classical Inference in Regression

Andreas Buja, Richard A. Berk, Kai Zhang, 2014 .

When random assignment fails: Some lessons from the Minneapolis Spouse Abuse Experiment

Richard A. Berk, Lawrence W. Sherman, Gordon K. Smyth, 1988 .

MULTILEVEL STATISTICAL MODELS AND ECOLOGICAL SCALING

Jan de Leeuw, Richard A. Berk, J. Leeuw, 2006 .

Statistical Assumptions as Empirical Commitments

Richard A. Berk, David A. Freedman, D. Freedman, 2001 .

Public Perceptions of Climate Change: A 'Willingness to Pay' Assessment

Richard A. Berk, Robert G. Fovell, R. Berk, 1998 .

New Claims about Executions and General Deterrence: Deja Vu All Over Again?

Richard A. Berk, R. Berk, 2005 .

The Legalization of Abortion and Subsequent Youth Homicide: A Time Series Analysis

Richard A. Berk, Douglas J. Wiebe, Susan B. Sorenson, 2003 .

Legalized Abortion and the Homicide of Young Children: An Empirical Investigation

Richard A. Berk, Douglas J. Wiebe, Susan B. Sorenson, 2002 .

Does arrest really deter wife battery? An effort to replicate the findings of the Minneapolis Spouse Abuse Experiment.

Richard A. Berk, R. Berk, Phyllis J. Newton, 1985 .

Boosting the Quantile Distribution: A Cost-Sensitive Statistical Learning Procedure

Richard A. Berk, R. Berk, Brian Kriegler, 2007 .

Cost-sensitive stochastic gradient boosting within a quantitative regression framework

Richard A. Berk, Brian Kriegler, 2007 .

An impact assessment of machine learning risk forecasts on parole board decisions and recidivism

Richard A. Berk, R. Berk, 2017, Journal of Experimental Criminology.

Causal inference for sociological data.

Richard A. Berk, R. Berk, 1988 .

Prisons as Self-Regulating Systems: A Comparison of Historical Patterns in California for Male and Female Offenders

Richard A. Berk, David Rauma, R. Berk, 1983 .

Toward a Methodology for Mere Mortals

Richard A. Berk, R. Berk, 1991 .

KNOWING WHEN TO FOLD 'EM: AN ESSAY ON EVALUATING THE IMPACT OF CEASEFIRE, COMPSTAT, AND EXILE*

Richard A. Berk, R. Berk, 2005 .

Money, Work, and Crime: Experimental Evidence

Richard A. Berk, Peter H. Rossi, Kenneth J. Lenihan, 2013 .

Police Responses to Family Violence Incidents: An Analysis of an Experimental Design with Incomplete Randomization

Richard A. Berk, Lawrence W. Sherman, R. Berk, 1988 .

SMALL AREA ESTIMATION OF THE HOMELESS IN LOS ANGELES: AN APPLICATION OF COST-SENSITIVE

Richard A. Berk, R. Berk, Brian Kriegler, 2010 .

A Gaming Approach to Crowd Behavior

Richard A. Berk, R. Berk, 1974 .

Public perceptions of global warming

Richard A. Berk, R. Berk, D. Schulman, 1995 .

Reply to Bollen, Firebaugh, and Rubin

Richard A. Berk, Robert E. Weiss, Bruce Western, 1995 .

Labor and leisure at home : content and organization of the household day

Richard A. Berk, Sarah Fenstermaker Berk, R. Berk, 1981 .

Models as Approximations: How Random Predictors and Model Violations Invalidate Classical Inference in Regression

Andreas Buja, Richard A. Berk, Edward I. George, 2014 .

The Deterrent Effect of Arrest in Incidents of Domestic Violence: A Bayesian Analysis of Four Field Experiments

Richard A. Berk, R. Berk, R. Klap, 1992 .

Capitalizing on Nonrandom Assignment to Treatments: A Regression-Discontinuity Evaluation of a Crime-Control Program

Richard A. Berk, David Rauma, R. Berk, 1983 .

Statistical Difficulties in Determining the Role of Race in Capital Cases: A Re-analysis of Data from the State of Maryland*

Richard A. Berk, Laura J. Hickman, R. Berk, 2004 .

Policing the homeless: An evaluation of efforts to reduce homeless-related crime

John M. MacDonald, Richard A. Berk, R. Berk, 2010 .

The Differential Deterrent Effects of An Arrest in Incidents of Domestic Violence: A Bayesian Analysis of Four Randomized Field Experiments

Richard A. Berk, R. Berk, Bruce Western, 2011 .

An Evaluation of California's Inmate Classification System Using a Generalized Regression Discontinuity Design

Jan de Leeuw, Richard A. Berk, J. Leeuw, 1999 .

Death Penalty Charging in Los Angeles County

Richard A. Berk, Robert E. Weiss, R. Berk, 1999 .

What You Can and Can’t Properly Do with Regression

Richard A. Berk, R. Berk, 2010 .

Ensemble Procedures for Finding High Risk Prison Inmates

Richard A. Berk, Jong-Ho Baek, 2003 .

Models as Approximations - A Conspiracy of Random Regressors and Model Deviations Against Classical Inference in Regression

Andreas Buja, Richard A. Berk, Edward I. George, 2015 .

Reducing consumption in periods of acute scarcity: the case of water

Richard A. Berk, Marilynn B. Brewer, Thomas F. Cooley, 1980 .

Weather Regime Prediction Using Statistical Learning

Michael Ghil, Richard A. Berk, Fabio D'Andrea, 2005 .

A Bayesian Analysis of the Colorado Springs Spouse Abuse Experiment

Richard A. Berk, R. Berk, R. Klap, 1992 .

Saying it Wrong with Figures: A Comment on Zeisel

Richard A. Berk, Peter H. Rossi, Kenneth J. Lenihan, 1982, American Journal of Sociology.