Jonathan Kropko

Generating author description...

All published works

Action	Title	Year	Authors
+ PDF Chat	Math Neurosurgery: Isolating Language Models' Math Reasoning Abilities Using Only Forward Passes	2024	Bryan R. Christ Zack Gottesman Jonathan Kropko Thomas Hartvigsen
+ PDF Chat	MATHWELL: Generating Educational Math Word Problems at Scale	2024	Bryan R. Christ Jonathan Kropko Thomas Hartvigsen
+ PDF Chat	Interpretation and identification of within-unit and cross-sectional variation in panel data models	2020	Jonathan Kropko Robert Kubinec
+ PDF Chat	coxed: An R Package for Computing Duration-Based Quantities from the Cox Proportional Hazards Model	2019	Jonathan Kropko J. Harden Jeffrey
+	coxed: Duration-Based Quantities of Interest for the Cox Proportional Hazards Model	2018	Jonathan Kropko Jeffrey J. Harden
+	Simulating Duration Data for the Cox Model	2018	Jeffrey J. Harden Jonathan Kropko
+	Replication Data for: Issue Scales, Information Cues, and the Proximity and Directional Models of Voter Choice replication.tab	2018	Jonathan Kropko Kevin K. Banda
+	Analyzing Variation in the Cross-Section and Over Time: A Reassessment of Fixed Effects	2017	Jonathan Kropko Robert Kubinec
+	Replication Data for: Beyond the Hazard Ratio: Generating Expected Durations from the Cox Proportional Hazards Model cox.ed.fnp.R	2017	Jonathan Kropko
+	Replication Data for: Beyond the Hazard Ratio: Generating Expected Durations from the Cox Proportional Hazards Model Kropko and Harden BJPS Online Appendices.pdf	2017	Jonathan Kropko
+	Replication Data for: Beyond the Hazard Ratio: Generating Expected Durations from the Cox Proportional Hazards Model	2017	Jonathan Kropko
+	Replication Data for: Beyond the Hazard Ratio: Generating Expected Durations from the Cox Proportional Hazards Model demonstration_R.pdf	2017	Jonathan Kropko
+	Mathematics for Social Scientists	2016	Jonathan Kropko
+	Multiple Imputation for Continuous and Categorical Data: Comparing Joint Multivariate Normal and Conditional Approaches.	2014	Jonathan Kropko Ben Goodrich Andrew Gelman Jennifer Hill
+	Multiple Imputation for Continuous and Categorical Data: Comparing Joint Multivariate Normal and Conditional Approaches	2014	Jonathan Kropko Ben Goodrich Andrew Gelman Jennifer Hill
+ PDF Chat	On the stationary distribution of iterative imputations	2013	Jun S. Liu Andrew Gelman Jennifer Hill Yu‐Sung Su Jonathan Kropko
+	Multiple Imputation for Continuous and Categorical Data: Comparing Joint and Conditional Approaches	2013	Jonathan Kropko Ben Goodrich Andrew Gelman

Common Coauthors

Coauthor	Papers Together
Andrew Gelman	4
Jennifer Hill	3
Ben Goodrich	3
Jeffrey J. Harden	2
Robert Kubinec	2
Bryan R. Christ	2
Thomas Hartvigsen	2
Zack Gottesman	1
Jun S. Liu	1
Yu‐Sung Su	1
J. Harden Jeffrey	1
Kevin K. Banda	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	<b>mice</b>: Multivariate Imputation by Chained Equations in<i>R</i>	2011	Stef van Buuren Catharina G. M. Groothuis‐Oudshoorn	3
+	Multiple Imputation with Diagnostics (<b>mi</b>) in<i>R</i>: Opening Windows into the Black Box	2011	Yu‐Sung Su Andrew Gelman Jennifer Hill Masanao Yajima	3
+	A distance-based rounding strategy for post-imputation ordinal data	2010	Hakan Demirtaş	2
+	Robustness of a multivariate normal approximation for imputation of incomplete binary data	2006	Coen Bernaards Thomas R. Belin Joseph L. Schafer	2
+	A Critical Look at Methods for Handling Missing Covariates in Epidemiologic Regression Analyses	1995	Sander Greenland William D. Finkle	2
+	Beta Regression in<i>R</i>	2010	Francisco Cribari‐Neto Achim Zeileis	2
+	Multiple imputation of missing blood pressure covariates in survival analysis	1999	Stef van Buuren Hendriek C. Boshuizen D.L. Knook	2
+	Multiple imputations in sample surveys	1978	Donald B. Rubin	2
+	Maximum Likelihood from Incomplete Data Via the <i>EM</i> Algorithm	1977	A. P. Dempster N. M. Laird Donald B. Rubin	2
+	Multiple Imputation for Nonresponse in Surveys	1987	Donald B. Rubin	2
+	<b>Amelia</b>II: A Program for Missing Data	2011	James Honaker Gary King Matthew Blackwell	2
+	Simulating Duration Data for the Cox Model	2018	Jeffrey J. Harden Jonathan Kropko	2
+ PDF Chat	How to Make Causal Inferences with Time-Series Cross-Sectional Data under Selection on Observables	2018	Matthew Blackwell Adam Glynn	2
+	When Should We Use Unit Fixed Effects Regression Models for Causal Inference with Longitudinal Data?	2019	Kosuke Imai In Song Kim	2
+	Limitations of Fixed-Effects Models for Panel Data	2019	Terrence D. Hill Andrew P. Davis J. Micah Roos Michael T. French	2
+	Nothing to see here? Non-inferiority approaches to parallel trends and other model assumptions	2018	Alyssa Bilinski Laura A. Hatfield	2
+	A Potential for Bias When Rounding in Multiple Imputation	2003	Nicholas J. Horton Stuart R. Lipsitz Michael Parzen	2
+ PDF Chat	A weakly informative default prior distribution for logistic and other regression models	2008	Andrew Gelman Aleks Jakulin Maria Grazia Pittau Yu‐Sung Su	2
+ PDF Chat	Recent Developments in the Econometrics of Program Evaluation	2009	Guido W. Imbens Jeffrey M. Wooldridge	2
+ PDF Chat	What to Do about Missing Values in Time‐Series Cross‐Section Data	2010	James Honaker Gary King	2
+ PDF Chat	Generalized Synthetic Control Method: Causal Inference with Interactive Fixed Effects Models	2017	Yiqing Xu	2
+	We Have to Be Discrete About This: A Non-Parametric Imputation Technique for Missing Categorical Data	2012	Skyler Cranmer Jeff Gill	2
+	Difference-in-Differences with Variation in Treatment Timing	2018	Andrew Goodman-Bacon	2
+	Modern Applied Statistics with S	2002	W. N. Venables B. D. Ripley	2
+	Counterfactuals and Causal Inference	2007	Stephen L. Morgan Christopher Winship	2
+	Multiple Imputation for Missing Data: Concepts and New Development	2000	Yang Yuan	2
+	Generating random correlation matrices based on vines and extended onion method	2009	Daniel Lewandowski Dorota Kurowicka Harry Joe	2
+	Multiple Imputation for Multivariate Missing-Data Problems: A Data Analyst's Perspective	1998	Joseph L. Schafer Maren K. Olsen	2
+ PDF Chat	Multiple Imputation of Missing Values: Update	2005	Patrick Royston	2
+ PDF Chat	Multiple Imputation for Missing Data: Fully Conditional Specification Versus Multivariate Normal Imputation	2010	K. J. Lee John B. Carlin	2
+	Multiple imputation of discrete and continuous data by fully conditional specification	2007	Stef van Buuren	2
+ PDF Chat	Renewal theory and computable convergence rates for geometrically ergodic Markov chains	2005	Peter H. Baxendale	1
+ PDF Chat	Multiple Imputation of Missing Values: Further Update of Ice, with an Emphasis on Categorical Variables	2009	Patrick Royston	1
+ PDF Chat	Generating survival times to simulate Cox proportional hazards models	2005	Ralf Bender Thomas Augustin Maria Blettner	1
+ PDF Chat	Generating survival times to simulate Cox proportional hazards models with time‐varying covariates	2012	Peter C. Austin	1
+ PDF Chat	Simulating biologically plausible complex survival data	2013	Michael J. Crowther Paul C. Lambert	1
+ PDF Chat	Parametric fractional imputation for missing data analysis	2011	Jae Kwang Kim	1
+	Minorization Conditions and Convergence Rates for Markov Chain Monte Carlo	1995	Jeffrey S. Rosenthal	1
+ PDF Chat	Inference from Iterative Simulation Using Multiple Sequences	1992	Andrew Gelman Donald B. Rubin	1
+ PDF Chat	Multiple Imputation of Missing Values	2004	Patrick Royston	1
+ PDF Chat	Multiple Imputation After 18+ Years	1996	Donald B. Rubin	1
+	Modern Applied Statistics with S Fourth edition	2002	W. N. Venables B. D. Ripley	1
+	Multiple Imputation for Continuous and Categorical Data: Comparing Joint Multivariate Normal and Conditional Approaches	2014	Jonathan Kropko Ben Goodrich Andrew Gelman Jennifer Hill	1
+	Technical Note—Variate Generation for Accelerated Life and Proportional Hazards Models	1987	Lawrence M. Leemis	1
+	Difference-in-differences with variation in treatment timing	2021	Andrew Goodman-Bacon	1
+	Analysis of Survival Data.	1985	N. E. Breslow D. R. Cox David Oakes	1
+ PDF Chat	Finite sample properties of multiple imputation estimators	2004	Jae Kwang Kim	1
+	Analyzing the Robustness of Semi-Parametric Duration Models for the Study of Repeated Events	2013	Janet M. Box‐Steffensmeier Suzanna Linn Corwin D. Smidt	1
+ PDF Chat	Bootstrap-Based Improvements for Inference with Clustered Errors	2008	A. Colin Cameron Jonah B. Gelbach Douglas L. Miller	1
+ PDF Chat	Multiple Imputation after 18+ Years	1996	Donald B. Rubin	1