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2 ]( n# M/ S' D2 ]. o3 R, W2 B % z0 v7 n) W( X) ]+ k1 r $ l% T8 P: Z" @Tentative Session ) W, E4 w/ G& K' j1 T! vChina Classification and Variable Selection ; l! r1 L8 b, m5 W1 ^3 Z(Chair: Yang Li, Renmin University of China)- p6 \: @" u! [$ w/ G
Clinical information data mining and application / e) W, Q$ [7 d5 O( I) u- ?(Chair: Xiuhua Guo, Capital Medical University) : F% z& s$ W8 B7 c& u* ~Japan Missing Data in Clinical Trials: Basic Concepts and Practical Issues in Japan / A1 ?$ \8 u( k (Chair: Hideki Suganami, Ph.D. Kowa Co., Ltd., Satoru Fukinbara, Ph.D. Ono Pharmaceutical Co., Ltd.)2 B6 Z, E( f/ T$ R
- v) |- U& o0 ]0 A% ^ Design and conduct of clinical trials for preventing missing data 3 s% q5 r/ A( p/ {(Speaker: Shiro Tanaka, Ph.D.Kyoto University)5 Y. `8 f+ ~% @# u; G* \" E9 m) o8 m
Some examples of the treatment of missing data in investigator-initiated clinical trials 6 e' U4 E. E; v) W% J8 Z. j% N }(Speaker: Yoichi M. Ito, Ph.D.Hokkaido University)/ Y' Z# M% P3 [- N J5 g, ?; c0 F5 z
Actual practice of handling of missing data in clinical trials 2 b3 y0 w" i4 f$ h( ?7 ^(Speaker: Nobushige Matsuoka, Ph.D., Yoichi Ii, Ph.D., Tamotsu Yoshiyama, M.S., Norisuke Kawai, Ph.D. ,Clinical Statistics, Pfizer Japan Inc.)9 P8 O5 i9 w5 ~' K4 R- z7 g" M
Survey results from JPMA member companies: Current approach for missing data in pivotal registration trials R& J. e1 O1 d" H& u, W" p(Speaker: Satoru Tsuchiya, M.S. ,Biostatistics group, Data science Dainippon Sumitomo Pharma, Co., Ltd.)/ F1 S+ ^4 o$ y& S1 w4 c
5 D# H% X2 p4 H( {! @$ q( U" Y# y ! \4 ^' ]3 N5 R/ [ 9 q3 E( e A$ |9 e+ Y& d+ G & ~. o ]& i9 \ k; n( H) A U) p$ SKorea" H4 ]$ j5 O, a [; |3 s
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Korea Selected Topics in Biometrics study ' P: W+ D: v$ F P4 o(Chair:Hyonggin An, Korea University) 0 E8 R: x! O: d# l+ K" @2 q Identification of Variant Associated with Disease using Protein Structural Feature-based Prioritization9 o+ B# l6 n! Z3 u
(Speaker: Tae-Rim Lee,Korea National Open University,Min-Seok Kwon(Seoul National University),Sungho Won(Chung Ang University),Taesung Park(Seoul National University))+ C5 A0 ]# J# o! ?
8 P$ V0 E; P) }4 f2 W2 P Differential Expression Detection in RNA-seq Data with a Small Number of Replicates$ l) m. x% ?7 R( N# q( @
(Speaker: Jungsoo Gim(Seoul National University), Taesung Park(Seoul National University)) / J! p8 |) }9 P( p! A2 `$ n$ m# H. P Investigation of Relationship between Influenza Occurrence and Climatic Factors in Three Major Regions in Korea using Time Series Analysis! N2 g) v/ Z9 _. h
(Speaker: Hyonggin An (Korea University College of Medicine)and Sang-A Cho (National Cancer Center in Korea)) & h! s4 r3 a; A I) x- Q' _" [ Chair: Jinheum Kim, University of Suwon 3 Z) v1 N1 ?2 n) j6 I
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))* L' W8 {" W; @9 C
Variable Selection in Competing-Risks Frailty Models using Penalized H-likelihood 2 z0 b5 K( T9 x1 Q. ]5 u F! d(Speaker: Do Ha (Daegu Haany University) and Youngjo Lee (Seoul National University)) 6 f+ E7 I* F, u r Gene-Gene Interaction Analysis with Survival Phenotype ! v! ]0 ?9 ]5 T, k (Speaker: Seungyeon Lee (Sejong University), Jin-SeokOh(Sejong University), Min-Seok Kwon(Seoul National University), and Taesung Park(Seoul National University)) 2 i1 W, g6 q: u2 k4 p8 E! a& R L Maximally Selected Two-sample Gray Statistics with Competing Risks Data' v5 `7 D( ^) G: l* G( }
(Speaker: Jinheum Kim (University of Suwon), Sook-young Woo(Samsung Advanced Institute of Technology), Seonwoo Kim(Samsung Advanced Institute of Technology)) * A7 g' U/ G. \! u+ L* WSingapore Session title: Likelihood based inference for complex models9 U. {/ C5 c) D! h, y4 m) V. S3 v
A multiple imputation method for longitudinal data with covariate measurement error under generalized partially linear mixed models& i6 y& }: h$ M; b1 y' }9 T5 u- F
(Speaker: Xiang Liming(Nanyang Technological University)) Z9 P4 j+ ^ Q2 o) n( L
Bayesian Empirical Likelihood A2 ?# r5 I- T(Speaker: Sanjay Chaudhuri(National University of Singapore, Singapore))1 c* [& ~$ o% y: D) \1 ]' M
Consistent Cross-Validation for Tuning Parameter Selection in High-Dimensional Variable Selection* W9 n! C: b8 \/ e# N
(Speaker: Yang Feng(Columbia University))% E( L% R9 k6 J: d5 R0 N; V& ?
A sign based loss approach to model selection in nonparametric regression1 Q$ x: p" \% h( k3 q/ n* h# p
(Speaker: Li Jialiang (National University of Singapore, Singapore))0 r5 d7 @3 _' P' l# P" m
Thailand Meta analysis in Clinical Trials2 r5 a/ x+ {6 g0 ^% `
Publication Bias and Sensitivity Analysis for Meta-Analysis of Multi-Arm Trials 2 A \' a/ u& X! |5 G+ F, Q7 d(Speaker: Dr. Hathaikan Chootrakool (Suan Dusit Rajabhat University))) _3 `+ n- N; s. a
Some New Tests for Homogeneity of Relative Risks in Meta-Analysis 0 b7 t* D; X- U4 o, @(Speaker: Assoc. Prof. Dr. Chtwongkasemukiat Viwatwongkasem (Mahidol University)) 5 @" _# [1 p9 U: e8 k Application of Network Meta-analysis in Randomized Controlled Trials8 y# p" S9 ^/ Z2 Z5 N: ~' [
(Speaker: Dr. Ammarin Thakkinstian(Ramathibodi Hospital, Mahidol University))- g9 T9 Z' B" X
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