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q& y+ W7 n/ y( Y% S3 iTentative Session / Q7 U3 X& _) ~2 [4 f8 t$ BChina Classification and Variable Selection ! b9 D! w: R& }
(Chair: Yang Li, Renmin University of China), D3 b M; ^# N9 s' l% P
Clinical information data mining and application / G% B, d7 |9 w. ^ V) z$ o(Chair: Xiuhua Guo, Capital Medical University)' q+ t4 d* K0 l
Japan Missing Data in Clinical Trials: Basic Concepts and Practical Issues in Japan/ {% T/ U/ B1 z8 K; T
(Chair: Hideki Suganami, Ph.D. Kowa Co., Ltd., Satoru Fukinbara, Ph.D. Ono Pharmaceutical Co., Ltd.)* Z! f4 e" A M3 w8 R/ z
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Design and conduct of clinical trials for preventing missing data# @: n$ ^ s; N3 k, {: W
(Speaker: Shiro Tanaka, Ph.D.Kyoto University)8 e5 y0 D$ A. m; m
Some examples of the treatment of missing data in investigator-initiated clinical trials: e0 e3 ` r# {: Z' X4 ~" W7 g4 w b
(Speaker: Yoichi M. Ito, Ph.D.Hokkaido University) ( @# j ?: f2 ^: } Actual practice of handling of missing data in clinical trials 5 ?% B/ p2 x" f+ w: |; P(Speaker: Nobushige Matsuoka, Ph.D., Yoichi Ii, Ph.D., Tamotsu Yoshiyama, M.S., Norisuke Kawai, Ph.D. ,Clinical Statistics, Pfizer Japan Inc.)7 V6 b4 V9 L5 F( z1 |; d
Survey results from JPMA member companies: Current approach for missing data in pivotal registration trials * g0 x# C, @& ~7 [6 c(Speaker: Satoru Tsuchiya, M.S. ,Biostatistics group, Data science Dainippon Sumitomo Pharma, Co., Ltd.); u- C% E: X* K, G
5 A0 S9 M, O8 b8 K, u; G 2 v4 l! u+ y8 f8 u& f$ I / h( p! [8 r; W; q6 ]$ @ / K+ o& T1 C) R' BKorea X( K; `0 Q7 K" c' w
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Korea Selected Topics in Biometrics study+ T( I9 B" \' I" T6 _7 y" C
(Chair:Hyonggin An, Korea University) 7 I4 _0 o- `' l6 b0 @; @ Identification of Variant Associated with Disease using Protein Structural Feature-based Prioritization K) ?/ O7 S& e% i# R% D9 T, V' p
(Speaker: Tae-Rim Lee,Korea National Open University,Min-Seok Kwon(Seoul National University),Sungho Won(Chung Ang University),Taesung Park(Seoul National University)) + b7 X& r6 X% }* ~7 i& q1 } " {4 B8 c5 `$ g
Differential Expression Detection in RNA-seq Data with a Small Number of Replicates 1 I3 F2 r) U9 V0 \2 E( J7 L: g+ S; v! V(Speaker: Jungsoo Gim(Seoul National University), Taesung Park(Seoul National University)), S0 P; @. y, y% F. W% d
Investigation of Relationship between Influenza Occurrence and Climatic Factors in Three Major Regions in Korea using Time Series Analysis 9 V( P: h) p) O% q% A+ `" ](Speaker: Hyonggin An (Korea University College of Medicine)and Sang-A Cho (National Cancer Center in Korea)), b. g* _+ l2 z
Chair: Jinheum Kim, University of Suwon + u- l& { u& d2 X 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 ^. e. s0 o$ C6 i* H Variable Selection in Competing-Risks Frailty Models using Penalized H-likelihood . C: k1 ?: ?1 F6 H D(Speaker: Do Ha (Daegu Haany University) and Youngjo Lee (Seoul National University))9 }* q0 \( {! u" E) _
Gene-Gene Interaction Analysis with Survival Phenotype 9 I$ D* R. O$ [1 a% f (Speaker: Seungyeon Lee (Sejong University), Jin-SeokOh(Sejong University), Min-Seok Kwon(Seoul National University), and Taesung Park(Seoul National University))& ?$ i( n1 M: [- G. l- q/ }
Maximally Selected Two-sample Gray Statistics with Competing Risks Data : {9 \/ j7 }# z6 r(Speaker: Jinheum Kim (University of Suwon), Sook-young Woo(Samsung Advanced Institute of Technology), Seonwoo Kim(Samsung Advanced Institute of Technology)) + w' U1 x; n# c# i* X' B$ jSingapore Session title: Likelihood based inference for complex models . x/ v+ Z f" t' ]/ z: ]0 @ A multiple imputation method for longitudinal data with covariate measurement error under generalized partially linear mixed models7 Q8 H' U _; ?: @8 i
(Speaker: Xiang Liming(Nanyang Technological University)) 8 b/ [. c O% F% E+ l3 Q Bayesian Empirical Likelihood c. k& L$ C4 r% w( N(Speaker: Sanjay Chaudhuri(National University of Singapore, Singapore)) + T d8 M4 \- T, i5 \% A. \ Consistent Cross-Validation for Tuning Parameter Selection in High-Dimensional Variable Selection . B1 S7 k) W& p7 H(Speaker: Yang Feng(Columbia University)) $ L" _2 n& E4 r! u! K A sign based loss approach to model selection in nonparametric regression R9 V: W A% U& x" A
(Speaker: Li Jialiang (National University of Singapore, Singapore)) # V6 l$ d6 F% D5 f7 p. G/ t3 SThailand Meta analysis in Clinical Trials7 N9 E1 Q3 w! Q# a
Publication Bias and Sensitivity Analysis for Meta-Analysis of Multi-Arm Trials8 M% T" c( _# h2 X% D
(Speaker: Dr. Hathaikan Chootrakool (Suan Dusit Rajabhat University)). _4 s D& h: B% B; c9 k
Some New Tests for Homogeneity of Relative Risks in Meta-Analysis / _' S }2 m/ b0 ^(Speaker: Assoc. Prof. Dr. Chtwongkasemukiat Viwatwongkasem (Mahidol University)) ! d) [& V" m( Z- l Application of Network Meta-analysis in Randomized Controlled Trials8 s. S0 V% G; P2 [- ^
(Speaker: Dr. Ammarin Thakkinstian(Ramathibodi Hospital, Mahidol University)) 2 R6 y8 S l# V. S # {. Z; v$ k2 S7 s. h4 S% H3 V0 w; N2 c4 d* V
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