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' C: V9 e8 m5 i3 w- O% \# zTentative Session + y$ K5 o3 y0 d3 t. L' o$ cChina Classification and Variable Selection . n& P a( b0 K& c0 t, }, Q" c
(Chair: Yang Li, Renmin University of China) % X `. q" ^$ C8 t Clinical information data mining and application " o6 U# Y6 u9 W(Chair: Xiuhua Guo, Capital Medical University), l# S; [5 }6 K( _/ I( R* E
Japan Missing Data in Clinical Trials: Basic Concepts and Practical Issues in Japan 3 _$ d7 a1 n! Q( l (Chair: Hideki Suganami, Ph.D. Kowa Co., Ltd., Satoru Fukinbara, Ph.D. Ono Pharmaceutical Co., Ltd.) ; j: Z, d/ ]2 e6 D$ Z0 D0 w 0 |( V/ q3 x* ~( b2 H9 E. {" T Design and conduct of clinical trials for preventing missing data4 p6 h' C- ^1 Q
(Speaker: Shiro Tanaka, Ph.D.Kyoto University) * c g; k! Y8 U! m2 z0 Q4 U7 ? Some examples of the treatment of missing data in investigator-initiated clinical trials+ ?4 H: M$ _- f- j
(Speaker: Yoichi M. Ito, Ph.D.Hokkaido University)+ n8 \$ \- }8 o+ X+ X; n1 l/ E0 E
Actual practice of handling of missing data in clinical trials 5 z* W/ l9 `! x0 a: I2 T$ R& N) }(Speaker: Nobushige Matsuoka, Ph.D., Yoichi Ii, Ph.D., Tamotsu Yoshiyama, M.S., Norisuke Kawai, Ph.D. ,Clinical Statistics, Pfizer Japan Inc.)! u' X! U! L: ?0 w8 J5 q( N
Survey results from JPMA member companies: Current approach for missing data in pivotal registration trials 4 r5 h! e; D _% u* b; n(Speaker: Satoru Tsuchiya, M.S. ,Biostatistics group, Data science Dainippon Sumitomo Pharma, Co., Ltd.) * B: D3 V9 [3 X( O" o8 m* H/ f ~ n& e% D& J
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Korea $ k4 q; ?* h2 H4 Y r2 |6 k- H 4 F- g# o2 E4 @6 ~# l: h0 o, U- A* s( ]9 L
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Korea Selected Topics in Biometrics study 2 T; M3 e1 @/ ~) c% v- `(Chair:Hyonggin An, Korea University) / U( ?- [6 Y/ P3 D2 E R& ` Identification of Variant Associated with Disease using Protein Structural Feature-based Prioritization$ `& N% P9 o/ A
(Speaker: Tae-Rim Lee,Korea National Open University,Min-Seok Kwon(Seoul National University),Sungho Won(Chung Ang University),Taesung Park(Seoul National University)) 3 x9 c$ d: t9 h0 F! ~2 o" y ; f( Q H1 q6 V! n0 t& o' K
Differential Expression Detection in RNA-seq Data with a Small Number of Replicates. G/ T) c" O! K) l
(Speaker: Jungsoo Gim(Seoul National University), Taesung Park(Seoul National University))# h1 o$ j$ g) I7 u. I4 ^+ n
Investigation of Relationship between Influenza Occurrence and Climatic Factors in Three Major Regions in Korea using Time Series Analysis 3 ^( w# n" S: p( j9 x6 t- M(Speaker: Hyonggin An (Korea University College of Medicine)and Sang-A Cho (National Cancer Center in Korea)) 2 E# v/ `& O+ l5 M8 W Chair: Jinheum Kim, University of Suwon % J; y+ q0 E$ ]8 r# o i. d" @
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)), @8 G5 j1 C& q$ d: d
Variable Selection in Competing-Risks Frailty Models using Penalized H-likelihood ) u7 x2 ^3 D6 E9 L8 k/ S4 q7 b; B# K(Speaker: Do Ha (Daegu Haany University) and Youngjo Lee (Seoul National University)) 1 C! c5 H8 D! s* z6 ~: M Gene-Gene Interaction Analysis with Survival Phenotype 1 s t- p8 |7 _* p) i9 q" i+ k (Speaker: Seungyeon Lee (Sejong University), Jin-SeokOh(Sejong University), Min-Seok Kwon(Seoul National University), and Taesung Park(Seoul National University))$ n% `! \0 ~+ c+ i
Maximally Selected Two-sample Gray Statistics with Competing Risks Data 6 _/ m" w1 M9 n/ W(Speaker: Jinheum Kim (University of Suwon), Sook-young Woo(Samsung Advanced Institute of Technology), Seonwoo Kim(Samsung Advanced Institute of Technology))+ j k& C' c. O# y z6 d9 @
Singapore Session title: Likelihood based inference for complex models + q0 M8 [- T- c% a A multiple imputation method for longitudinal data with covariate measurement error under generalized partially linear mixed models" |' p+ j9 {5 y c4 s+ ^
(Speaker: Xiang Liming(Nanyang Technological University)) ( [& O1 y. _! _ Bayesian Empirical Likelihood- p6 l- c) F; `- w0 e3 U" }
(Speaker: Sanjay Chaudhuri(National University of Singapore, Singapore))$ `6 w1 Z* ]7 V% c5 o
Consistent Cross-Validation for Tuning Parameter Selection in High-Dimensional Variable Selection / e+ |1 F* z& {" k(Speaker: Yang Feng(Columbia University))% S, W; b5 [6 ?3 S J% @# V
A sign based loss approach to model selection in nonparametric regression 3 h, W& V, s* Z4 [9 o(Speaker: Li Jialiang (National University of Singapore, Singapore)) 7 d- I) C$ o7 W3 U- N- UThailand Meta analysis in Clinical Trials 0 S4 }5 |, l* p% ]/ V- u+ A1 k Publication Bias and Sensitivity Analysis for Meta-Analysis of Multi-Arm Trials + `7 k% y3 H1 A u(Speaker: Dr. Hathaikan Chootrakool (Suan Dusit Rajabhat University)) % i: p0 Q% N" U. M; E Some New Tests for Homogeneity of Relative Risks in Meta-Analysis6 k$ y; R% i& z: q* i- N0 b
(Speaker: Assoc. Prof. Dr. Chtwongkasemukiat Viwatwongkasem (Mahidol University)) 0 N8 x3 D6 P# M" y n3 x Application of Network Meta-analysis in Randomized Controlled Trials P/ ~' J5 M7 ^: I" i; R* M6 [
(Speaker: Dr. Ammarin Thakkinstian(Ramathibodi Hospital, Mahidol University)) , A- I& c4 [' }1 g& {4 c+ S {' G. s, B* X% U
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