0 o5 s6 l6 a6 w J- U% E+ e ( J$ Z4 k# o' Z) u; V- H 8 ~& X( e3 l* V$ b ( F$ Y8 w- |/ [7 b, Y/ R8 j+ |2 F7 \/ p; s. d6 D* q O' ^
3 s8 }4 x8 d7 m. I3 V1 \ ( k! I- s7 r$ e# ^2 f7 |Tentative Session( }6 A) S1 J) R8 {7 |* m
China Classification and Variable Selection " ^. d/ Z8 m4 V) i
(Chair: Yang Li, Renmin University of China) / B# D2 E* i5 B( V7 s Clinical information data mining and application + Z/ R% ~/ y- t i4 m; e+ R(Chair: Xiuhua Guo, Capital Medical University) * J* v2 M% C9 s; t7 o$ X# [( dJapan Missing Data in Clinical Trials: Basic Concepts and Practical Issues in Japan , r. F+ I( l6 p8 _1 d (Chair: Hideki Suganami, Ph.D. Kowa Co., Ltd., Satoru Fukinbara, Ph.D. Ono Pharmaceutical Co., Ltd.) 1 O% h- q- @2 e; g4 h8 k! Q; e 0 `' |% B6 _2 n4 ]$ f8 k Design and conduct of clinical trials for preventing missing data1 n2 K/ h0 T# H. ^5 S* U2 M2 u
(Speaker: Shiro Tanaka, Ph.D.Kyoto University): J& ^# }4 R3 x7 o. @
Some examples of the treatment of missing data in investigator-initiated clinical trials + x; F2 Z2 \2 E% E(Speaker: Yoichi M. Ito, Ph.D.Hokkaido University)+ J' i% \" c8 d$ R
Actual practice of handling of missing data in clinical trials 6 |4 L' P* \* A3 A# v+ i, g: {
(Speaker: Nobushige Matsuoka, Ph.D., Yoichi Ii, Ph.D., Tamotsu Yoshiyama, M.S., Norisuke Kawai, Ph.D. ,Clinical Statistics, Pfizer Japan Inc.) ' ~4 J9 ?+ n, k1 G( E Survey results from JPMA member companies: Current approach for missing data in pivotal registration trials0 ~5 M) I& ^; [' n. d" c
(Speaker: Satoru Tsuchiya, M.S. ,Biostatistics group, Data science Dainippon Sumitomo Pharma, Co., Ltd.)& d4 U s. Q; }0 d! k3 ^2 f
' S. e3 f0 y0 h. Z/ m! C) W+ i2 {0 \5 O1 e6 ^$ ~/ @, K
9 @! ~- V5 m! w/ T$ @: e& X1 i. D8 s9 C
( o3 t; Y* G. V7 j5 w! z( }9 T" }# L & g+ v+ A: P# {* d% r# H: B! E! }% TKorea Selected Topics in Biometrics study ; M# F" j2 n: D(Chair:Hyonggin An, Korea University)' C# G% ^7 Y0 B
Identification of Variant Associated with Disease using Protein Structural Feature-based Prioritization 1 [6 S1 Z4 D' V2 S(Speaker: Tae-Rim Lee,Korea National Open University,Min-Seok Kwon(Seoul National University),Sungho Won(Chung Ang University),Taesung Park(Seoul National University)) ; K( H* b3 v. M7 G" \- Z- ? ' h0 w& d2 X( C/ b" Y* c- b
Differential Expression Detection in RNA-seq Data with a Small Number of Replicates8 B, q" n X8 k% O
(Speaker: Jungsoo Gim(Seoul National University), Taesung Park(Seoul National University)) ) y9 _4 s! B2 v% P Z Investigation of Relationship between Influenza Occurrence and Climatic Factors in Three Major Regions in Korea using Time Series Analysis. P* _" V6 q# `2 ]5 p
(Speaker: Hyonggin An (Korea University College of Medicine)and Sang-A Cho (National Cancer Center in Korea)) " w) O+ r1 L/ m* p% I1 s Chair: Jinheum Kim, University of Suwon - e6 g( W& |8 s a 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))1 e6 m0 ?0 }2 B7 C$ A3 }) {
Variable Selection in Competing-Risks Frailty Models using Penalized H-likelihood2 S1 b$ J' E1 C# y1 Q; W* T
(Speaker: Do Ha (Daegu Haany University) and Youngjo Lee (Seoul National University)) 3 N4 \' z( j, t1 Y Gene-Gene Interaction Analysis with Survival Phenotype ! T2 s0 g1 \2 A" C8 f (Speaker: Seungyeon Lee (Sejong University), Jin-SeokOh(Sejong University), Min-Seok Kwon(Seoul National University), and Taesung Park(Seoul National University))0 I* ~* i. I7 X$ c
Maximally Selected Two-sample Gray Statistics with Competing Risks Data $ _5 H7 V" W% g j# o% `8 r `, ?(Speaker: Jinheum Kim (University of Suwon), Sook-young Woo(Samsung Advanced Institute of Technology), Seonwoo Kim(Samsung Advanced Institute of Technology)) + l* G& F. k j$ \4 ^1 fSingapore Session title: Likelihood based inference for complex models6 _0 {- J c# s# ^
A multiple imputation method for longitudinal data with covariate measurement error under generalized partially linear mixed models$ {! a) s6 c& [. a
(Speaker: Xiang Liming(Nanyang Technological University))( P1 a- v& Z, F6 Z. e3 C) S( d" i
Bayesian Empirical Likelihood % s4 ~: {' X; q! x- v) Q6 U(Speaker: Sanjay Chaudhuri(National University of Singapore, Singapore)) 3 w% B e$ U I Consistent Cross-Validation for Tuning Parameter Selection in High-Dimensional Variable Selection* s/ P$ i& B" T9 y) G( R
(Speaker: Yang Feng(Columbia University))( Q) J! G) p5 B
A sign based loss approach to model selection in nonparametric regression $ t5 n% J2 |2 ~- g) Q3 S(Speaker: Li Jialiang (National University of Singapore, Singapore))* V! A N0 D/ ` |4 o9 Z- z8 a
Thailand Meta analysis in Clinical Trials! q( r9 n7 I# K' Y% v
Publication Bias and Sensitivity Analysis for Meta-Analysis of Multi-Arm Trials * p, T* H: p% }1 b; s! ]1 e# D& b& l(Speaker: Dr. Hathaikan Chootrakool (Suan Dusit Rajabhat University)) " [: m6 H$ G. T. _6 u Some New Tests for Homogeneity of Relative Risks in Meta-Analysis ; ~7 v3 I# r! z! i# C% x(Speaker: Assoc. Prof. Dr. Chtwongkasemukiat Viwatwongkasem (Mahidol University))! T$ C2 y5 Y; q, ]0 i) K- a
Application of Network Meta-analysis in Randomized Controlled Trials: d: f+ P* P5 C( V# s
(Speaker: Dr. Ammarin Thakkinstian(Ramathibodi Hospital, Mahidol University)) , l0 T2 F+ `. Z7 ?3 z* ~ - ^( d$ d+ k; H% O' J8 ~- Z! f5 |) `# m 6 O2 H' e% x- w" k7 C ( |# \0 ~3 M0 _ 4 `. z# x3 i) R% r% A& { , J4 y* ^7 f) b! a: K7 }9 ?; g6 c4 @. J. H9 @" Z. {
7 y, } s8 R* `' f7 t2 E0 f9 [. I+ t- X( J! e5 H/ W
1 ]. {5 D! G. `0 H4 p/ Q8 X 7 B) i7 F7 ?3 A2 z2 ?' Q* m . U, c4 x" J' G$ w7 ]% U 7 A& t* U2 F* R' K9 N7 h% e