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Leonard A. Stefanski

Affiliations:

Statistics

North Carolina State University, Raleigh, NC

Area:

Statistics

Website:

https://www4.stat.ncsu.edu/~stefansk/

Google:

"Leonard Allen Stefanski" OR "Leonard A. Stefanski"

Bio:

http://www4.stat.ncsu.edu/~stefanski/webpage_cv.pdf
https://books.google.com/books?id=_qAvAQAAIAAJ

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Parents

Raymond J. Carroll	grad student	1983	UNC Chapel Hill
(Influence and measurement error in logistic regression)
David Ruppert	grad student	1983	UNC Chapel Hill

Children

Erin E Blankenship	grad student	1999	NCSU
Steven J. Novick	grad student	2000	NCSU
Rukiye E. Dagalp	grad student	2001	NCSU
Buffy L. Hudson-Curtis	grad student	2001	NCSU
Xiaohui Luo	grad student	2002	NCSU
Jiuzhou Wang	grad student	2003	NCSU
Ross M. Gosky	grad student	2004	NCSU
Julius B. Dasah	grad student	2006	NCSU
Xianzheng Huang	grad student	2006	NCSU
Clayton Barker	grad student	2007	NCSU
Hugh Crews	grad student	2008	NCSU
Benjamin A. Ogorek	grad student	2008	NCSU
Eric M. Reyes	grad student	2012	NCSU
Kristin A. Linn	grad student	2014	NCSU
Kasturi Talapatra	grad student	2014	NCSU
Guangning Xu	grad student	2014	NCSU

Collaborators

BETA: Related publications

Publications

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Hu W, Laber EB, Barker C, et al. (2019) Assessing Tuning Parameter Selection Variability in Penalized Regression. Technometrics : a Journal of Statistics For the Physical, Chemical, and Engineering Sciences. 61: 154-164
Feng Y, Wu Y, Stefanski LA. (2018) Nonparametric independence screening via favored smoothing bandwidth Journal of Statistical Planning and Inference. 197: 1-14
White KR, Stefanski LA, Wu Y. (2017) Variable Selection in Kernel Regression Using Measurement Error Selection Likelihoods. Journal of the American Statistical Association. 112: 1587-1597
Linn KA, Laber EB, Stefanski LA. (2017) Interactive Q-learning for Quantiles. Journal of the American Statistical Association. 112: 638-649
Linn KA, Laber EB, Stefanski LA. (2015) iqLearn: Interactive Q-Learning in R. Journal of Statistical Software. 64
Wu Y, Stefanski LA. (2015) Automatic structure recovery for additive models. Biometrika. 102: 381-395
Laber EB, Linn KA, Stefanski LA. (2014) Interactive model building for Q-learning. Biometrika. 101: 831-847
Stefanski LA, Wu Y, White K. (2014) Variable Selection in Nonparametric Classification via Measurement Error Model Selection Likelihoods. Journal of the American Statistical Association. 109: 574-589
Davidian M, Lin X, Morris JS, et al. (2014) Preface The Work of Raymond J. Carroll: the Impact and Influence of a Statistician. ix-x
Thomas L, Stefanski LA, Davidian M. (2013) Moment Adjusted Imputation for Multivariate Measurement Error Data with Applications to Logistic Regression. Computational Statistics & Data Analysis. 67: 15-24

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