9 T9 {+ F% T! B) O; g6 A4 kTentative Session# m6 Z& D' U* _% z
China Classification and Variable Selection , Y6 [6 q% m, O5 T+ d+ O c- _(Chair: Yang Li, Renmin University of China) 1 e& X' T7 y- W9 z Clinical information data mining and application % t* }% a, S7 g& p; u$ @* B(Chair: Xiuhua Guo, Capital Medical University)4 p. m, w" |$ S
Japan Missing Data in Clinical Trials: Basic Concepts and Practical Issues in Japan 2 |) Q( l8 K9 r/ M, L (Chair: Hideki Suganami, Ph.D. Kowa Co., Ltd., Satoru Fukinbara, Ph.D. Ono Pharmaceutical Co., Ltd.) 9 @7 T7 Z2 z1 P( B4 A ) O! S4 U1 Y- `# o7 P# _9 p Design and conduct of clinical trials for preventing missing data / l% o( M+ k. V3 M2 t(Speaker: Shiro Tanaka, Ph.D.Kyoto University)$ @, w9 \. S/ c/ Z9 g
Some examples of the treatment of missing data in investigator-initiated clinical trials' V0 L5 W' R9 E# k- V/ W# W( f
(Speaker: Yoichi M. Ito, Ph.D.Hokkaido University), q% r' b0 y$ y j0 ~& ]2 s! U
Actual practice of handling of missing data in clinical trials 1 D# l" w, K- d. E+ `3 ](Speaker: Nobushige Matsuoka, Ph.D., Yoichi Ii, Ph.D., Tamotsu Yoshiyama, M.S., Norisuke Kawai, Ph.D. ,Clinical Statistics, Pfizer Japan Inc.) h# O4 }+ L6 y& N" s Survey results from JPMA member companies: Current approach for missing data in pivotal registration trials& B% z) X" ?: ^4 z+ G
(Speaker: Satoru Tsuchiya, M.S. ,Biostatistics group, Data science Dainippon Sumitomo Pharma, Co., Ltd.) 4 g* u" I$ i) S- f , S7 x* I/ H& |( }+ Y$ M8 D- D3 g0 R+ _7 k: W: z( |
3 [/ {" s. l0 F4 G8 ? 0 `! Y+ t' O. k: A; _: e. RKorea( m6 k7 |% B h2 m$ p8 O
% y+ W) F5 h: u/ t & M$ k- J5 B. x; i0 ~; {2 Y 4 g: ~4 u: u, g) J X3 L 0 q/ z) x+ S' F; v5 O- b- w0 v7 ? & U1 `5 U* W6 ^% k3 d. _+ A9 u; }+ R* M% _0 s
Korea Selected Topics in Biometrics study* X0 y0 m4 I4 q" a5 g/ {
(Chair:Hyonggin An, Korea University) + Q4 u3 h0 ^9 |7 Z Identification of Variant Associated with Disease using Protein Structural Feature-based Prioritization + V q% ]9 l+ i8 ?+ M2 [9 J(Speaker: Tae-Rim Lee,Korea National Open University,Min-Seok Kwon(Seoul National University),Sungho Won(Chung Ang University),Taesung Park(Seoul National University)) * B6 a6 w2 l* T8 Q0 r : Y! a3 g% T$ G0 t
Differential Expression Detection in RNA-seq Data with a Small Number of Replicates - V+ @. C8 K, {6 {4 K(Speaker: Jungsoo Gim(Seoul National University), Taesung Park(Seoul National University))3 m, i! ?( L5 ?8 y( C3 d/ I' L
Investigation of Relationship between Influenza Occurrence and Climatic Factors in Three Major Regions in Korea using Time Series Analysis # }7 J7 h5 r( b" e' t5 d(Speaker: Hyonggin An (Korea University College of Medicine)and Sang-A Cho (National Cancer Center in Korea)) r, r) E8 s$ M3 L! F: [# { o6 ], W0 Y Chair: Jinheum Kim, University of Suwon # t O) x H4 k6 v
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)) # |7 C \- H% w1 \9 }9 X Variable Selection in Competing-Risks Frailty Models using Penalized H-likelihood7 K% ~' m4 y/ O& T( {" ~/ }9 u
(Speaker: Do Ha (Daegu Haany University) and Youngjo Lee (Seoul National University)) . s3 E) r+ }# k- g4 V4 ` Gene-Gene Interaction Analysis with Survival Phenotype . k$ e+ v) e* }& k (Speaker: Seungyeon Lee (Sejong University), Jin-SeokOh(Sejong University), Min-Seok Kwon(Seoul National University), and Taesung Park(Seoul National University))4 s7 Y+ J$ i5 }! G' U7 G
Maximally Selected Two-sample Gray Statistics with Competing Risks Data. V* v( r/ u5 M! t) h
(Speaker: Jinheum Kim (University of Suwon), Sook-young Woo(Samsung Advanced Institute of Technology), Seonwoo Kim(Samsung Advanced Institute of Technology)) 5 G) o5 i! j8 JSingapore Session title: Likelihood based inference for complex models( R4 P6 A# c- P4 f
A multiple imputation method for longitudinal data with covariate measurement error under generalized partially linear mixed models/ M8 w" X; ^) u# N
(Speaker: Xiang Liming(Nanyang Technological University))* W$ `3 z. A6 ?7 u4 g% ?
Bayesian Empirical Likelihood , i+ ?3 ]. T& l* b1 s; c- P6 ?(Speaker: Sanjay Chaudhuri(National University of Singapore, Singapore)) - J, U- Q* }4 E$ ? Consistent Cross-Validation for Tuning Parameter Selection in High-Dimensional Variable Selection ; C* G% E G7 M3 T6 ?. }* x(Speaker: Yang Feng(Columbia University))3 w# ]( z: w, ^/ {% U
A sign based loss approach to model selection in nonparametric regression # ?+ d2 W5 a8 O1 g/ F; n# R% [(Speaker: Li Jialiang (National University of Singapore, Singapore)) / U/ t! o* ?% c Q) kThailand Meta analysis in Clinical Trials / u3 w- I6 m. ~) }, ]% r/ P6 O Publication Bias and Sensitivity Analysis for Meta-Analysis of Multi-Arm Trials . b. r6 T) }9 E. u+ F8 g2 I(Speaker: Dr. Hathaikan Chootrakool (Suan Dusit Rajabhat University))& D) J6 A0 d9 L; J
Some New Tests for Homogeneity of Relative Risks in Meta-Analysis' j) b/ r5 E0 M; k
(Speaker: Assoc. Prof. Dr. Chtwongkasemukiat Viwatwongkasem (Mahidol University)) " D$ q+ v# Y% ?$ @; M w4 O Application of Network Meta-analysis in Randomized Controlled Trials8 z( e9 T1 l, o
(Speaker: Dr. Ammarin Thakkinstian(Ramathibodi Hospital, Mahidol University)); ~9 A- i& j4 i2 _7 \* C
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