Philip Waggoner

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All published works

Action	Title	Year	Authors
+	A batch process for high dimensional imputation	2023	Philip Waggoner
+	hdImpute: A Batch Process for High Dimensional Imputation	2022	Philip Waggoner
+	see: An R Package for Visualizing Statistical Models	2021	Daniel Lüdecke Indrajeet Patil Mattan S. Ben‐Shachar Brenton M. Wiernik Philip Waggoner Dominique Makowski
+ PDF Chat	see: An R Package for Visualizing Statistical Models	2021	Daniel Lüdecke Indrajeet Patil Mattan S. Ben‐Shachar Brenton M. Wiernik Philip Waggoner Dominique Makowski
+ PDF Chat	Modern Dimension Reduction	2021	Philip Waggoner
+ PDF Chat	Pursuing open-source development of predictive algorithms: the case of criminal sentencing algorithms	2021	Philip Waggoner Alec Macmillen
+ PDF Chat	Modern Dimension Reduction	2021	Philip Waggoner
+	performance: An R Package for Assessment, Comparison and Testing of Statistical Models	2021	Daniel Lüdecke Mattan S. Ben‐Shachar Indrajeet Patil Philip Waggoner Dominique Makowski
+	Modern Dimension Reduction	2021	Philip Waggoner
+	Pursuing Open-Source Development of Predictive Algorithms: The Case of Criminal Sentencing Algorithms	2020	Philip Waggoner Alec Macmillen
+	A Simple Method for Purging Mediation Effects	2020	Philip Waggoner
+	Pandemic Policymaking: Learning the Lower Dimensional Manifold of Congressional Responsiveness	2020	Philip Waggoner
+	Pursuing Open-Source Development of Predictive Algorithms: The Case of Criminal Sentencing Algorithms	2020	Philip Waggoner Alec Macmillen
+	see: Model Visualisation Toolbox for 'easystats' and 'ggplot2'	2019	Daniel Lüdecke Dominique Makowski Indrajeet Patil Mattan S. Ben‐Shachar Brenton M. Wiernik Philip Waggoner
+	performance: Assessment of Regression Models Performance	2019	Daniel Lüdecke Dominique Makowski Mattan S. Ben‐Shachar Indrajeet Patil Philip Waggoner Brenton M. Wiernik Rémi Thériault
+	retrostudy2 code.do	2019	Ryan Kennedy Scott Clifford Tyler Burleigh Philip Waggoner Ryan Jewell Nicholas Winter
+	Constituents have minimal influence on their legislators' policy priorities	2018	Philip Waggoner

Common Coauthors

Coauthor	Papers Together
Mattan S. Ben‐Shachar	5
Indrajeet Patil	5
Daniel Lüdecke	5
Dominique Makowski	5
Brenton M. Wiernik	4
Alec Macmillen	3
Ryan Kennedy	1
Ryan Jewell	1
Nicholas Winter	1
Tyler Burleigh	1
Scott Clifford	1
Rémi Thériault	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+ PDF Chat	Methods and Algorithms for Correlation Analysis in R	2020	Dominique Makowski Mattan S. Ben‐Shachar Indrajeet Patil Daniel Lüdecke	3
+	The Bayesian Lasso	2008	Trevor Park George Casella	2
+ PDF Chat	Modern Dimension Reduction	2021	Philip Waggoner	2
+ PDF Chat	Extracting, Computing and Exploring the Parameters of Statistical Models using R	2020	Daniel Lüdecke Mattan S. Ben‐Shachar Indrajeet Patil Dominique Makowski	2
+ PDF Chat	MissForest—non-parametric missing value imputation for mixed-type data	2011	Daniel J. Stekhoven Peter Bühlmann	2
+	Regression Shrinkage and Selection Via the Lasso	1996	Robert Tibshirani	2
+	Ridge Regression: Biased Estimation for Nonorthogonal Problems	2000	Arthur E. Hoerl Robert W. Kennard	2
+	UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction	2018	Leland McInnes John J. Healy	2
+	Measuring explained variation in linear mixed effects models	2003	Ronghui Xu	1
+	A Simple Proof of the FWL Theorem	2008	Michael C. Lovell	1
+	Robust locally linear embedding	2005	Hong Chang Dit‐Yan Yeung	1
+	Inference and missing data	1976	Donald B. Rubin	1
+ PDF Chat	Interval Estimation for a Binomial Proportion	2001	Lawrence D. Brown Tommaso Cai Anirban Dasgupta	1
+ PDF Chat	Unpacking the Black Box of Causality: Learning about Causal Mechanisms from Experimental and Observational Studies	2011	Kosuke Imai Luke Keele Dustin Tingley Teppei Yamamoto	1
+ PDF Chat	The Table 2 Fallacy: Presenting and Interpreting Confounder and Modifier Coefficients	2013	Daniel Westreich Sander Greenland	1
+ PDF Chat	A Nondegenerate Penalized Likelihood Estimator for Variance Parameters in Multilevel Models	2013	Yeojin Chung Sophia Rabe‐Hesketh Vincent Dorie Andrew Gelman Jingchen Liu	1
+	Curse of dimensionality and particle filters	2004	Fred Daum Jong‐Chin Huang	1
+	Partial Time Regressions as Compared with Individual Trends	1933	Ragnar Frisch Frederick V. Waugh	1
+	An Introduction to Statistical Learning	2013	Gareth James Daniela Witten Trevor Hastie Robert Tibshirani	1
+ PDF Chat	Distribution based nearest neighbor imputation for truncated high dimensional data with applications to pre-clinical and clinical metabolomics studies	2017	Jasmit Shah N. Shesh Andrew P. DeFilippis Bradford G. Hill Aruni Bhatnagar Guy Brock	1
+	Thinking Clearly About Correlations and Causation: Graphical Causal Models for Observational Data	2018	Julia M. Rohrer	1
+ PDF Chat	ICS for multivariate outlier detection with application to quality control	2018	Aurore Archimbaud Klaus Nordhausen Anne Ruiz‐Gazen	1
+	Using Instrumental Variable Estimation to Evaluate Randomized Experiments with Imperfect Compliance.	2018	Francis L. Huang	1
+	Solving high-dimensional partial differential equations using deep learning	2018	Jiequn Han Arnulf Jentzen E Weinan	1
+ PDF Chat	A Regression-with-Residuals Method for Estimating Controlled Direct Effects	2018	Xiang Zhou Geoffrey T. Wodtke	1
+ PDF Chat	R-squared for Bayesian Regression Models	2018	Andrew Gelman Ben Goodrich Jonah Gabry Aki Vehtari	1
+	Efficient Estimation of Word Representations in Vector Space	2013	Tomáš Mikolov Kai Chen Greg S. Corrado Jay B. Dean	1
+ PDF Chat	A Systematic Review of COVID-19 Epidemiology Based on Current Evidence	2020	Minah Park Alex R. Cook Jue Tao Lim Yinxiaohe Sun Borame Sue Lee Dickens	1
+ PDF Chat	Accuracy of random-forest-based imputation of missing data in the presence of non-normality, non-linearity, and interaction	2020	Shangzhi Hong Henry Lynn	1
+	Target Estimation and Adjustment Weighting for Survey Nonresponse and Sampling Bias	2020	Devin Caughey Adam J. Berinsky Sara Chatfield Erin Hartman Eric Schickler Jasjeet S. Sekhon	1
+ PDF Chat	Factors affecting COVID-19 infected and death rates inform lockdown-related policymaking	2020	Satyaki Roy Preetam Ghosh	1
+	COVID-19: effective policymaking depends on trust in experts, politicians, and the public	2020	Paul Cairney Adam Wellstead	1
+ PDF Chat	A Practical Introduction to Regression Discontinuity Designs	2019	Matias D. Cattaneo Nicolás Idrobo Rocío Titiunik	1
+ PDF Chat	Identification, Inference and Sensitivity Analysis for Causal Mediation Effects	2010	Kosuke Imai Luke Keele Teppei Yamamoto	1
+ PDF Chat	The MIDAS Touch: Accurate and Scalable Missing-Data Imputation with Deep Learning	2021	Ranjit Lall Thomas Robinson	1
+	Multilevel Analysis: Techniques and Applications	2003	Timothy J. Robinson	1
+	The Political Impact of Affective Polarization: How Partisan Animus Shapes COVID-19 Attitudes	2020	James N. Druckman Samara Klar Yanna Krupnikov Matthew Levendusky John Barry Ryan	1
+ PDF Chat	see: An R Package for Visualizing Statistical Models	2021	Daniel Lüdecke Indrajeet Patil Mattan S. Ben‐Shachar Brenton M. Wiernik Philip Waggoner Dominique Makowski	1
+ PDF Chat	Digital medicine and the curse of dimensionality	2021	Visar Berisha Chelsea Krantsevich P. Richard Hahn Shira Hahn Gautam Dasarathy Pavan Turaga Julie Liss	1
+ PDF Chat	Causal Mediation Analysis Using R	2009	Kosuke Imai Luke Keele Dustin Tingley Teppei Yamamoto	1
+	Using Shiny to Teach Econometric Models	2021	Shawna K. Jones Metzger	1
+	Ridge Regression: Biased Estimation for Nonorthogonal Problems	1970	Arthur E. Hoerl Robert W. Kennard	1
+	Agent-Based Models of Social Life	2020	Michael Laver	1
+ PDF Chat	Applied Logistic Regression	2000	David W. Hosmer Stanley Lemeshow	1
+ PDF Chat	On the Hypotheses Which Lie at the Bases of Geometry *	1873	John H. Collins	1
+	A batch process for high dimensional imputation	2023	Philip Waggoner	1
+	The Elements of Statistical Learning	2001	Trevor Hastie J. Friedman Robert Tibshirani	1
+	Check your outliers! An introduction to identifying statistical outliers in R with easystats	2024	Rémi Thériault Mattan S. Ben‐Shachar Indrajeet Patil Daniel Lüdecke Brenton M. Wiernik Dominique Makowski	1
+	Causal Mediation Analysis	2011	Raymond Hicks Dustin Tingley	1
+ PDF Chat	Likelihood Ratio Tests for Model Selection and Non-Nested Hypotheses	1989	Quang Vuong	1