Mikhail Traskin

Mathematics · Physical Sciences

9h-index227citations14works0.02yr avg
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Research Topics

Statistical Methods and Inference(11), Advanced Statistical Methods and Models(6), Statistical Methods and Bayesian Inference(4), Advanced Causal Inference Techniques(4), Bayesian Modeling and Causal Inference(2)

Publications14 total

Models as Approximations I: Consequences Illustrated with Linear Regression
Statistical Science·2019· 19 citedOpen Access
Models as Approximations - A Conspiracy of Random Regressors and Model Deviations Against Classical Inference in Regression
ScholarlyCommons (University of Pennsylvania)·2015· 13 citedOpen Access
Ensemble of trees approaches to risk adjustment for evaluating a hospital’s performance
Health Care Management Science·2014· 29 cited
Models as Approximations, Part I: A Conspiracy of Nonlinearity and Random Regressors in Linear Regression
arXiv (Cornell University)·2014· 17 citedOpen Access
The Conspiracy of Random Predictors and Model Violations against Classical Inference in Regression
arXiv (Cornell University)·2014· 8 citedOpen Access
Models as Approximations: How Random Predictors and Model Violations Invalidate Classical Inference in Regression
arXiv (Cornell University)·2014· 4 citedOpen Access
Models as Approximations I: Consequences Illustrated with Linear\n Regression
arXiv (Cornell University)·2014· 2 citedOpen Access
Robust Inferences from a Before-and-After Study with Multiple Unaffected Control Groups
Journal of Causal Inference·2013· 3 citedOpen Access
What You Can Learn from Wrong Causal Models
Handbooks of sociology and social research·2013· 9 cited
Efficient estimation of the attributable fraction when there are monotonicity constraints and interactions
Biostatistics·2012· 11 citedOpen Access
A Powerful and Robust Test Statistic for Randomization Inference in Group‐Randomized Trials with Matched Pairs of Groups
Biometrics·2011· 14 cited
Defining the Study Population for an Observational Study to Ensure Sufficient Overlap: A Tree Approach
Statistics in Biosciences·2011· 54 cited
AdaBoost is Consistent
The MIT Press eBooks·2007· 43 citedOpen Access
Adaboost and other large margin classifiers : convexity in pattern classification
2006· 1 cited

Frequent Co-authors

Edward I. George(8), Richard A. Berk(7), Emil Pitkin(7), Andreas Buja(6), Lawrence Brown(6), Dylan S. Small(5), Kai Zhang(5), Linda Zhao(4), Liwei Zhao(3), Peter L. Bartlett(2), Kaiyun Zhan(2), Yang Liu(1), Scott A. Lorch(1), Lawrence D. Brown(1), Wenjie Wang(1), Rth Ho(1), K. Zhang(1), Pengyuan Wang(1)