Hongkai Ji

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All published works

Action	Title	Year	Authors
+	A provable smoothing approach for high dimensional generalized regression with applications in genomics	2017	Fang Han Hongkai Ji Zhicheng Ji Honglang Wang
+	A provable smoothing approach for high dimensional generalized regression with applications in genomics	2017	Fang Han Hongkai Ji Zhicheng Ji Honglang Wang
+	A Provable Smoothing Approach for High Dimensional Generalized Regression with Applications in Genomics	2015	Fang Han Hongkai Ji Zhicheng Ji Honglang Wang
+ PDF Chat	Joint analysis of differential gene expression in multiple studies using correlation motifs	2014	Yingying Wei Toyoaki Tenzen Hongkai Ji
+ PDF Chat	Gene set bagging for estimating the probability a statistically significant result will replicate	2013	Andrew E. Jaffe John D. Storey Hongkai Ji Jeffrey T. Leek
+ PDF Chat	Gene set bagging for estimating replicability of gene set analyses	2013	Andrew E. Jaffe John D. Storey Hongkai Ji Jeffrey T. Leek
+	A Survival Copula Mixture Model for Comparing Two Genomic Rank Lists	2013	Yingying Wei Hongkai Ji
+	Joint Analysis of Differential Gene Expression in Multiple Studies using Correlation Motifs	2013	Yingying Wei Hongkai Ji

Common Coauthors

Coauthor	Papers Together
Yingying Wei	3
Fang Han	3
Honglang Wang	3
Zhicheng Ji	3
John D. Storey	2
Andrew E. Jaffe	2
Jeffrey T. Leek	2
Toyoaki Tenzen	1

Commonly Cited References

Action	Title	Year	Authors	# of times referenced
+	Methodology in Robust and Nonparametric Statistics	2012	Jana Jurečková Pranab K. Sen Jan Picek	2
+ PDF Chat	The problem of regions	1998	Bradley Efron Robert Tibshirani	2
+	Variable selection of generalized regression models based on maximum rank correlation	2014	Pengjie Dai Qingzhao Zhang Zhihua Sun	2
+	Cross-Validatory Choice and Assessment of Statistical Predictions	1974	M. Stone	2
+	A NEW MEASURE OF RANK CORRELATION	1938	M. G. Kendall	2
+	An Introduction to Copulas	1999	Roger B. Nelsen	2
+ PDF Chat	Variable selection in monotone single‐index models via the adaptive LASSO	2013	Jared C. Foster Jeremy M. G. Taylor Bin Nan	2
+	High dimensional single index models	2015	Peter Radchenko	2
+	Standard errors and covariance matrices for smoothed rank estimators	2005	B. M. Brown You‐Gan Wang	2
+ PDF Chat	Regression Analysis Under Link Violation	1989	Ker-Chau Li Naihua Duan	2
+	Non-parametric analysis of a generalized regression model	1987	Aaron K. Han	2
+ PDF Chat	Nonparametric $n\sp {-1/2}$-consistent estimation for the general transformation models	1997	Jianming Ye Naihua Duan	2
+	Regression Shrinkage and Selection Via the Lasso	1996	Robert Tibshirani	2
+	On Parameters of Increasing Dimensions	2000	Xuming He Qi-Man Shao	2
+ PDF Chat	Small-sample estimation of negative binomial dispersion, with applications to SAGE data	2007	Mark D. Robinson Gordon K. Smyth	2
+	Principal Hessian Directions Revisited	1998	R. Dennis Cook	2
+ PDF Chat	$U$-Processes: Rates of Convergence	1987	Deborah Nolan David Pollard	2
+ PDF Chat	In silico prediction of protein-protein interactions in human macrophages	2014	Oussema Souiai Fatma Z. Guerfali Slimane Ben Miled Christine Brun Alia Benkahla	2
+	Random Sieve Likelihood and General Regression Models	1999	Xiaotong Shen Jian Shi Wing Hung Wong	2
+	Persistence in high-dimensional linear predictor selection and the virtue of overparametrization	2004	Eitan Greenshtein Ya’acov Ritov	2
+	Rank Estimation of Transformation Models	2002	Songnian Chen	2
+ PDF Chat	Rank estimators for monotonic index models	1998	Christopher L. Cavanagh Robert P. Sherman	2
+	Variable Selection via Nonconcave Penalized Likelihood and its Oracle Properties	2001	Jianqing Fan Runze Li	2
+ PDF Chat	Maximal Inequalities for Degenerate $U$-Processes with Applications to Optimization Estimators	1994	Robert P. Sherman	2
+	An invariant form for the prior probability in estimation problems	1946	Harold Jeffreys	2
+ PDF Chat	A Penalized Robust Method for Identifying Gene-Environment Interactions	2014	Xingjie Shi Jin Liu Jian Huang Yong Zhou Yang Xie Shuangge Ma	2
+	Forward selection and estimation in high dimensional single index models	2016	Shikai Luo Subhashis Ghosal	2
+ PDF Chat	Stability Selection	2010	Nicolai Meinshausen Peter Bühlmann	2
+	Bootstrap Methods for Median Regression Models	1998	Joël L. Horowitz	2
+ PDF Chat	The Limiting Distribution of the Maximum Rank Correlation Estimator	1993	Robert P. Sherman	2
+ PDF Chat	High-dimensional estimation with geometric constraints: Table 1.	2016	Yaniv Plan Roman Vershynin Elena Yudovina	2
+ PDF Chat	On testing the significance of sets of genes	2007	Bradley Efron Robert Tibshirani	2
+	A Smoothed Maximum Score Estimator for the Binary Response Model	1992	Joël L. Horowitz	2
+ PDF Chat	Introduction to the non-asymptotic analysis of random matrices	2012	Roman Vershynin	2
+ PDF Chat	A general framework for multiple testing dependence	2008	Jeffrey T. Leek John D. Storey	2
+ PDF Chat	Efficiency of Coordinate Descent Methods on Huge-Scale Optimization Problems	2012	Yu. Nesterov	2
+	Optimal rates of convergence for sparse covariance matrix estimation	2012	Tommaso Cai Harrison H. Zhou	2
+ PDF Chat	Bayesian testing of many hypotheses × many genes: A study of sleep apnea	2009	Shane T. Jensen İbrahim Ertan Erkan Erna Sif Arnardóttir Dylan S. Small	2
+ PDF Chat	High-dimensional generalized linear models and the lasso	2008	Sara A. van de Geer	2
+	Estimation of Relationships for Limited Dependent Variables	1958	James Tobin	2
+	An Analysis of Transformations	1964	George E. P. Box David R. Cox	2
+	Statistical consistency and asymptotic normality for high-dimensional robust $M$-estimators	2017	Po‐Ling Loh	1
+ PDF Chat	One‐Bit Compressed Sensing by Linear Programming	2013	Yaniv Plan Roman Vershynin	1
+	Nonparametric Statistical Methods.	1974	M. Knott Myles Hollander Douglas A. Wolfe	1
+	High-dimensional graphs and variable selection with the Lasso	2006	Nicolai Meinshausen Peter Bühlmann	1
+ PDF Chat	Limit Theorems for $U$-Processes	1993	Miguel A. Arcones Evarist Giné	1
+ PDF Chat	Significance analysis of microarrays applied to the ionizing radiation response	2001	Virginia Goss Tusher Robert Tibshirani Gilbert Chu	1
+	Minimum Distance Estimation for Robust High-Dimensional Regression	2013	Aurélie Lozano Nicolai Meinshausen	1
+	Pairwise Difference Estimators for Nonlinear Models	2005	Bo E. Honoré James L. Powell	1
+	Optimal linear estimation under unknown nonlinear transform	2015	Xinyang Yi Zhaoran Wang Constantine Caramanis Han Liu	1