Greg Ridgeway | Academic Influence

Greg Ridgeway's AcademicInfluence.com Rankings

Greg Ridgeway

Mathematics

#7148

World Rank

#9775

Historical Rank

Statistics

#776

World Rank

#864

Historical Rank

mathematics Degrees

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Mathematics

Greg Ridgeway's Degrees

PhD Statistics University of Washington
Masters Statistics University of Washington
Bachelors Mathematics University of California, Berkeley

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Why Is Greg Ridgeway Influential?

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According to Wikipedia, Gregory Kirk Ridgeway is professor of criminology and statistics at the University of Pennsylvania, where he is also chair of the Department of Criminology. Education Ridgeway received his B.S. from California Polytechnic State University in 1995 and his M.S. and Ph.D. from the University of Washington in 1997 and 1999, respectively. All three of his degrees are in statistics. His Ph.D. thesis was entitled "Generalization of boosting algorithms and applications of Bayesian inference for massive datasets".

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Greg Ridgeway's Published Works

Number of citations in a given year to any of this author's works

Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author

Published Works

Propensity score estimation with boosted regression for evaluating causal effects in observational studies. (2004) (1122)
Generalized Boosted Models: A guide to the gbm package (2006) (810)
The State of Boosting ∗ (1999) (413)
[Least Angle Regression]: Discussion (2004) (372)
Toolkit for Weighting and Analysis of Nonequivalent Groups: A Tutorial for the R TWANG Package (2014) (297)
The effect of light rail transit on body mass index and physical activity. (2010) (245)
Testing for Racial Profiling in Traffic Stops From Behind a Veil of Darkness (2006) (208)
Neighborhood design and walking trips in ten U.S. metropolitan areas. (2007) (178)
Assessing the Effect of Race Bias in Post-traffic Stop Outcomes Using Propensity Scores (2006) (175)
Reducing Gun Violence: Results from an Intervention in East Los Angeles (2003) (154)
The Impact of Gang Formation on Local Patterns of Crime (2007) (136)
Propensity Score Analysis with Survey Weighted Data (2015) (121)
Effectiveness of community-based treatment for substance-abusing adolescents: 12-month outcomes of youths entering phoenix academy or alternative probation dispositions. (2004) (116)
Comment: Demystifying Double Robustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data (2008) (113)
Boosting methodology for regression problems (1999) (106)
Interpretable Boosted Naïve Bayes Classification (1998) (95)
Film Piracy, Organized Crime, and Terrorism (2008) (84)
Doubly Robust Internal Benchmarking and False Discovery Rates for Detecting Racial Bias in Police Stops (2009) (83)
Examination of the association between syringe exchange program (SEP) dispensation policy and SEP client-level syringe coverage among injection drug users. (2007) (83)
Race, Neighbourhood Context and Perceptions of Injustice by the Police in Cincinnati (2007) (82)
A Synthetic Control Approach to Evaluating Place-Based Crime Interventions (2015) (75)
A Sequential Monte Carlo Method for Bayesian Analysis of Massive Datasets (2003) (74)
Interpreting the Empirical Evidence on Illegal Gun Market Dynamics (2012) (73)
Estimating the effects of light rail transit on health care costs. (2008) (72)
Likelihood-Based Data Squashing: A Modeling Approach to Instance Construction (2002) (72)
Behavioral impact of graduated driver licensing on teenage driving risk and exposure. (2010) (63)
Loss Function Based Ranking in Two-Stage, Hierarchical Models. (2006) (58)
Effect of Remediating Blighted Vacant Land on Shootings: A Citywide Cluster Randomized Trial. (2019) (53)
When Terrorism Hits Home: How Prepared Are State and Local Law Enforcement? (2004) (53)
Latent Variable Analysis: A New Approach to University Ranking (2005) (51)
Sexual Orientation and U.S. Military Personnel Policy: An Update of RAND's 1993 Study (2010) (47)
Looking for lumps: boosting and bagging for density estimation (2002) (43)
Methods for Assessing Racially Biased Policing (2010) (39)
Linking prediction and prevention (2013) (37)
Measuring Self-Reported Wrongful Convictions Among Prisoners (2019) (35)
Bayesian inference for the distribution of grams of marijuana in a joint. (2016) (35)
Officer Risk Factors Associated with Police Shootings: A Matched Case–Control Study (2016) (35)
Effect of Rail Transit on Crime: A Study of Los Angeles from 1988 to 2014 (2017) (34)
Effect of Gang Injunctions on Crime: A Study of Los Angeles from 1988–2014 (2018) (33)
Policing in the Era of Big Data (2018) (33)
A Method for Internal Benchmarking of Criminal Justice System Performance (2014) (31)
Evaluation of the New York City Police Department Firearm Training and Firearm-Discharge Review Process (2008) (31)
Police-Community Relations in Cincinnati (2009) (31)
Measuring Function for Medicare Inpatient Rehabilitation Payment (2003) (29)
Bias and variance trade-offs when combining propensity score weighting and regression: with an application to HIV status and homeless men (2012) (29)
Executive Summary of Analyses for the Initial Implementation of the Inpatient Rehabilitation Facility Prospective Payment System (2002) (28)
Ranking USRDS provider specific SMRs from 1998–2001 (2009) (26)
The Relative Effectiveness of 10 Adolescent Substance Abuse Treatment Programs in the United States. Technical Report. (2006) (25)
Finite discrete Markov process clustering (1997) (25)
Film Piracy and Its Connection to Organized Crime and Terrorism (2009) (25)
Bayesian Updating of Damage Size Probabilities for Aircraft Structural Life-Cycle Management (2001) (24)
Flexible distributions for triple-goal estimates in two-stage hierarchical models (2006) (23)
Strategies for Improving Officer Recruitment in the San Diego Police Department (2008) (22)
Police-Community Relations in Cincinnati: Year Three Evaluation Report (2006) (20)
Sexual Orientation and U.S. Military Personnel Policy (2010) (19)
Discussion of "Least angle regression" by Efron et al (2004) (18)
Data Mining and the Implementation of a Prospective Payment System for Inpatient Rehabilitation (2004) (18)
The Role of Individual Officer Characteristics in Police Shootings (2020) (18)
Today's Police and Sheriff Recruits: Insights from the Newest Members of America's Law Enforcement Community (2010) (17)
Cincinnati Police Department Traffic Stops: Applying Rand's Framework to Analyze Racial Disparities (2009) (17)
Health system and law enforcement synergies for injury surveillance, control and prevention: a scoping review (2017) (16)
Effect of emergency winter homeless shelters on property crime (2018) (15)
Bayesian analysis of massive datasets via particle filters (2002) (14)
Intervening in gun markets: an experiment to assess the impact of targeted gun-law messaging (2011) (14)
Generalization of boosting algorithms and applications of bayesian inference for massive datasets (1999) (13)
Reducing Gun Violence (2003) (13)
Interpreting treatment effects when cases are institutionalized after treatment. (2007) (13)
CLUSTERING FINITE DISCRETE MARKOV CHAINS (1998) (11)
Development and Validation of an Algorithm for Identifying Patients with Hemophilia A in an Administrative Claims Database. (2018) (10)
The criminal purchase of firearm ammunition (2006) (9)
Reinforcing the Thin Blue Line: Improving Recruitment for the San Diego Police Department (2008) (8)
Toolkit for Weighting and Analysis of Nonequivalent Groups: A guide to the twang package (2021) (8)
Availability of Health-Related Programs in Private and Public Prisons (2018) (8)
Benchmarking Danish hospitals on mortality and readmission rates after cardiovascular admission (2019) (7)
To Protect and to Serve: Enhancing the Efficiency of LAPD Recruiting (2009) (7)
Effectiveness of Community-Based Treatment for Substance Abusing Adolescents : 12-month Outcomes From A Case-Control Evaluation of a Phoenix Academy (2004) (6)
Effect of public transit on crime: evidence from SEPTA strikes in Philadelphia (2020) (5)
Strategies for Disrupting Illegal Firearm Markets (2008) (5)
Experiments in Criminology: Improving Our Understanding of Crime and the Criminal Justice System (2019) (5)
STOP‐AND‐FRISK IS ESSENTIAL … AND REQUIRES RESTRAINT (2017) (5)
The collectivity of sexual behaviour (2006) (5)
Assessing the Fairness and Effectiveness of Bicycle Stops in Tampa (2018) (5)
Effect of Abandoned Housing Interventions on Gun Violence, Perceptions of Safety, and Substance Use in Black Neighborhoods: A Citywide Cluster Randomized Trial. (2022) (5)
The effect of outpatient methadone maintenance treatment facilities on place-based crime (2018) (5)
A Conditional Likelihood Model of the Relationship Between Officer Features and Rounds Discharged in Police Shootings (2020) (5)
Instance Construction via Likelihood-Based Data Squashing (2001) (5)
Sentencing scorecards: Reducing racial disparities in prison sentences at their source (2020) (4)
Case Weights for Federal Defender Organizations (2011) (4)
Just Cause or Just Because?: Prosecution and Plea-Bargaining Resulting in Prison Sentences on Low-Level Drug Charges in California and Arizona (2005) (3)
Today's Police and Sheriff Recruits (2010) (3)
Aggression and sleep: a daylight saving time natural experiment on the effect of mild sleep loss and gain on assaults (2017) (3)
When Terrorism Hits Home (2004) (3)
Combining estimators to improve performance (1999) (2)
Factors Influencing Participation in Clinical Research (2014) (2)
Assessing Racial Profiling More Credibly: A Case Study of Oakland, California (2004) (2)
Evaluating Substance Abuse Treatment Programs for Adolescent Probationers (2004) (2)
Los Angeles County Juvenile Justice Crime Prevention Act (2010) (2)
INTERNAL BENCHMARKING APPROACHES FOR IMPROVING CITIZEN SATISFACTION WITH THE POLICE AND CONTROLLING POLICE (2009) (1)
All of Nonparametric Statistics (2007) (1)
Assessing Racial Profiling More Credibly (2004) (1)
Using Outcomes to Assess Teen Substance-Use Treatment Programs—How Feasible?: (2007) (1)
Possible Refinements to the Construction of Function-Related Groups for the Inpatient Rehabilitation Facility Prospective Payment System (2005) (1)
Do NYPD's Pedestrian Stop Data Indicate Racial Bias? (2008) (1)
A Multicentered Randomized Controlled Trial Comparing the Effectiveness of Pain Treatment Communication Tools in Emergency Department Patients With Back or Kidney Stone Pain. (2022) (1)
To Protect and to Serve (2011) (1)
Bayesian Data Analysis for Data Mining (2002) (1)
Effectiveness of Community-Based Treatment for Substance-Abusing Adolescents (2004) (1)
RESPONSE TO FAGAN: Point/Counterpoint (2017) (1)
Transparency, Statistics, and Justice System Knowledge Is Essential for Science of Risk Assessment (2020) (1)
Statistical Analysis of Clinical Variables to Predict the Outcome of Surgical Intervention in Patients with Knee Complaints (1999) (1)
How Neighborhoods Can Reduce the Risk of Obesity (2007) (1)
Los Angeles County Juvenile Justice Crime Prevention Act. RAND Quarterly Report, October 2008. TR-621-LACPD. (2008) (1)
Demystifying double Rogbustness: A Comparison of Alternative Strategies for Estimating a Population Mean from Incomplete Data. Comment. (2007) (0)
Police-Search Statistics Don't Lie, but Statisticians Can (2004) (0)
Reinforcing the Thin Blue Line (2008) (0)
MD3 RISK ESTIMATION BY BOOSTED DOUBLY ROBUST METHOD (2020) (0)
Los Angeles County Juvenile Justice Crime Prevention Act: Fiscal Year 2009- 2010 Report (2012) (0)
Effect of emergency winter homeless shelters on property crime (2018) (0)
An adaptive sample allocation for a multiple objectives survey of businesses (2007) (0)
The Decline of Racial Profiling (2009) (0)
Skip all front matter : Jump to Page (2010) (0)
Proceedings of the Sixth SIAM International Conference on Data Mining: Preface (2006) (0)
The effect of outpatient methadone maintenance treatment facilities on place-based crime (2018) (0)
Evaluation of the Impact of Seattle's DWLS Vehicle Impound Law (2004) (0)
Workplan for the Monitoring and Refinement of the Inpatient Rehabilitation Prospective Payment System (2002) (0)
Distributed Open Resources for Understanding Statistics Technical Report for the Preliminary Examination in Statistical Computing (2007) (0)
Just Cause or Just Because (2005) (0)
Effect of Gang Injunctions on Crime: A Study of Los Angeles from 1988–2014 (2018) (0)
Measuring Racial Profiling by Police (2004) (0)
Police Need to Do a Better Job of Explaining Stop-and-Frisk (2007) (0)
Assessing the New York City Police Department Firearm Training and Firearm-Discharge Review Process: (2008) (0)
Aggression and sleep: a daylight saving time natural experiment on the effect of mild sleep loss and gain on assaults (2017) (0)
Los Angeles County Juvenile Justice Crime Prevention Act: Fiscal Year 2010-2011 Report (2012) (0)
Los Angeles County Juvenile Justice Crime Prevention Act. RAND Quarterly Report, October 2008. Technical Report. (2009) (0)
Updating the Classification System for the Medicare Inpatient Rehabilitation Prospective Payment System (2001) (0)
Intervening in Gun Markets (2011) (0)
Methods for Methods for Methods for Methods for Assessing Assessing Assessing Assessing RacialRacialRacialRacially Biased Policing ly Biased Policing ly Biased Policing ly Biased Policing (2011) (0)
Los Angeles County Juvenile Justice Crime Prevention Act. Fiscal Year 2009-2010 Report. Technical Report. (2010) (0)
A Conditional Likelihood Model of the Relationship Between Officer Features and Rounds Discharged in Police Shootings (2020) (0)
Prediction in the Era of Massive Datasets (0)
Sexual Orientation and U.S. Personnel Policy Revisited (2010) (0)
All of Nonparametric Statistics, Larry Wasserman (2007) (0)
Racial Profiling Won't Stop Terror (2006) (0)
A Synthetic Control Approach to Evaluating Place-Based Crime Interventions (2014) (0)
Save Money — Hire Police (2011) (0)
Effect of Rail Transit on Crime: A Study of Los Angeles from 1988 to 2014 (2016) (0)
Los Angeles County Juvenile Justice Crime Prevention Act: Fiscal Year 2007-2008 Report (2010) (0)
Effect of public transit on crime: evidence from SEPTA strikes in Philadelphia (2020) (0)
Latent Variable Analysis (2005) (0)
Measuring Self-Reported Wrongful Convictions Among Prisoners (2018) (0)
Progress After Ferguson? Good Ideas Need Good Implementation (2015) (0)
Improving Los Angeles Police Department Recruiting (2009) (0)
Efforts to Improve Police-Community Relations in Cincinnati: (2007) (0)
Statisticians Engage in Gun Violence Research (2021) (0)
Discussion on the paper by Friedman and Fisher (1999) (0)
Transit Systems and Their Effect on Crime in Communities (2015) (0)

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Greg Ridgeway is affiliated with the following schools: