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Tentative Session 7 B7 l% m9 u6 k- x# j& W. fChina Classification and Variable Selection ( a6 w4 ?3 _, d
(Chair: Yang Li, Renmin University of China) . I" J. y* Y4 o2 M Clinical information data mining and application 4 y/ Z# D8 S5 ^0 }5 Z; R6 N+ d& R) D(Chair: Xiuhua Guo, Capital Medical University) 6 R o4 T9 r1 y1 l* p7 l bJapan Missing Data in Clinical Trials: Basic Concepts and Practical Issues in Japan 8 x. I8 i! f* I+ B. A1 J (Chair: Hideki Suganami, Ph.D. Kowa Co., Ltd., Satoru Fukinbara, Ph.D. Ono Pharmaceutical Co., Ltd.) # f; Z2 T. e u 0 ?- t! C9 {3 z/ @' x Design and conduct of clinical trials for preventing missing data: G, K6 I. s! J4 m$ k
(Speaker: Shiro Tanaka, Ph.D.Kyoto University) " j t$ ]9 R1 b! a+ p$ t7 V Some examples of the treatment of missing data in investigator-initiated clinical trials# M" F: ?: Y8 J
(Speaker: Yoichi M. Ito, Ph.D.Hokkaido University) 2 v# N$ l. ]2 r% [ Actual practice of handling of missing data in clinical trials , A$ |3 O2 q. A7 Z1 v(Speaker: Nobushige Matsuoka, Ph.D., Yoichi Ii, Ph.D., Tamotsu Yoshiyama, M.S., Norisuke Kawai, Ph.D. ,Clinical Statistics, Pfizer Japan Inc.) ) w$ ^' l R2 a. @$ L2 b Survey results from JPMA member companies: Current approach for missing data in pivotal registration trials7 i4 t; I9 w( v7 w# v: Q( i
(Speaker: Satoru Tsuchiya, M.S. ,Biostatistics group, Data science Dainippon Sumitomo Pharma, Co., Ltd.) 1 b2 X% @7 ]7 C9 `- D% n# G+ G6 j! G7 P( m4 v$ J4 {6 h* N R/ Y. X0 m z
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Korea9 e: P1 q0 A. C) }
1 u$ G" ]& N$ q* I* @: h4 N 9 c% ?8 j- V: ~( [9 _ % o) r6 W4 F# b2 E . B* O2 h) W" V8 Q . B6 [9 o; V# z, i/ Y. D4 F; V / d$ |$ s9 V# ?. S1 n6 |Korea Selected Topics in Biometrics study 0 x- Z1 h: s- F: D% E(Chair:Hyonggin An, Korea University) $ c, T* C x2 c, j Identification of Variant Associated with Disease using Protein Structural Feature-based Prioritization ) t2 w/ f& Z3 i. ?(Speaker: Tae-Rim Lee,Korea National Open University,Min-Seok Kwon(Seoul National University),Sungho Won(Chung Ang University),Taesung Park(Seoul National University)) 7 U$ P+ [# n+ T$ C & T+ K& T" ^' ]1 ~% F! S1 L& f) j Differential Expression Detection in RNA-seq Data with a Small Number of Replicates ) v. L6 z! Z+ S% o(Speaker: Jungsoo Gim(Seoul National University), Taesung Park(Seoul National University))) l5 t& L: u9 p1 y
Investigation of Relationship between Influenza Occurrence and Climatic Factors in Three Major Regions in Korea using Time Series Analysis 2 ^( _' s+ ~/ F(Speaker: Hyonggin An (Korea University College of Medicine)and Sang-A Cho (National Cancer Center in Korea)) 6 i; w) d$ ^# I/ F Chair: Jinheum Kim, University of Suwon + h. ^, V, O7 d$ p# v5 @+ ]( ? Additive Hazard Model with Additive Frailty for Semi-Competing Risks Data (Speaker: Yun-Nam Kim (Severance Hospital Clinical Trials Center), Chung Mo Nam(Yonsei University College of Medicine), Yang-Jin Kim(Sookkmyung Women’s University), and Jinheum Kim(University of Suwon)) 4 W' e% g$ Z/ X ]# f Variable Selection in Competing-Risks Frailty Models using Penalized H-likelihood. o/ J2 G# E' i T* q! D3 {( w
(Speaker: Do Ha (Daegu Haany University) and Youngjo Lee (Seoul National University)) 8 c$ u7 r) b0 d& I# s- J& J" U Gene-Gene Interaction Analysis with Survival Phenotype3 t* e/ z$ k4 g: ~) G
(Speaker: Seungyeon Lee (Sejong University), Jin-SeokOh(Sejong University), Min-Seok Kwon(Seoul National University), and Taesung Park(Seoul National University)) % c' b; v8 N9 E1 n$ m# } W" l3 _ Maximally Selected Two-sample Gray Statistics with Competing Risks Data, w) B; \. t$ x, ]
(Speaker: Jinheum Kim (University of Suwon), Sook-young Woo(Samsung Advanced Institute of Technology), Seonwoo Kim(Samsung Advanced Institute of Technology)) 1 O9 C: M/ u8 k( A' \) j& YSingapore Session title: Likelihood based inference for complex models . C- M2 {3 m$ p& G; H4 A. I A multiple imputation method for longitudinal data with covariate measurement error under generalized partially linear mixed models& `8 k# G- d# r
(Speaker: Xiang Liming(Nanyang Technological University))8 T: p$ \! Z& Q1 o5 }
Bayesian Empirical Likelihood) \, C' U. [% h. |0 o2 b( w1 A
(Speaker: Sanjay Chaudhuri(National University of Singapore, Singapore))& V- c a% ~3 \ D
Consistent Cross-Validation for Tuning Parameter Selection in High-Dimensional Variable Selection ! I: U- k& ` ]5 C4 ~(Speaker: Yang Feng(Columbia University)) ! K' u* [4 } w: J* Y A sign based loss approach to model selection in nonparametric regression2 q& j, {4 S9 X5 N e, c, [( X
(Speaker: Li Jialiang (National University of Singapore, Singapore)) * @3 O( K: o" E. U5 z9 ]Thailand Meta analysis in Clinical Trials ; G9 r9 T# [% U% N6 n% R3 p* A V Publication Bias and Sensitivity Analysis for Meta-Analysis of Multi-Arm Trials. \( ?& }: Q1 Z' j0 ?" _
(Speaker: Dr. Hathaikan Chootrakool (Suan Dusit Rajabhat University)) : w( ^7 t! d9 T; q) d2 \8 d0 P Some New Tests for Homogeneity of Relative Risks in Meta-Analysis# W4 c! @/ O* o* x F( r1 f
(Speaker: Assoc. Prof. Dr. Chtwongkasemukiat Viwatwongkasem (Mahidol University)) $ r. X# v! k5 }' J' _ Application of Network Meta-analysis in Randomized Controlled Trials+ m _6 s. n3 ]- n3 [, w
(Speaker: Dr. Ammarin Thakkinstian(Ramathibodi Hospital, Mahidol University))* c6 E( y/ s4 T r8 t. t
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