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Sin-Ho Jung

Professor of Biostatistics & Bioinformatics
Biostatistics & Bioinformatics, Division of Integrative Genomics
Duke Box 2721, Durham, NC 27710
2424 Erwin Road Ste 1102, 11076 Hock Plaza, Durham, NC 27705-3858

Scholarly Works - Book sections


Sample Size Estimation and Power Analysis: Longitudinal Data

Book section · January 1, 2021 Controlled clinical trials often randomly assign individuals to treatment arms and follow them to collect measurements at intervals across a treatment period of fixed duration. This type of data are called longitudinal data. In such studies, one of popular ... Full text Cite

Two-Stage Design: Phase II Cancer Clinical Trials

Book section · January 1, 2018 Phase II trials have been very widely conducted and published every year for cancer clinical research. Because of their small sample sizes, statistical methods based on large sample approximation are not appropriate for design and analysis of phase II tria ... Full text Cite

Randomized Trials with Clusters: Design and Analysis

Book section · January 1, 2018 In clustered data, each cluster consists of multiple subjects, called subunits, and observations are collected from the subjects of each cluster. Since the subjects in each cluster share some common frailties, their outcome data are usually positively corr ... Full text Cite

GEE in Cancer Research

Book section · January 1, 2018 Cancer clinical trials often use a repeated measurement design in which individuals are randomly assigned to treatment arms and followed for measurements at intervals across a treatment period of fixed duration. In such studies, one of popular primary inte ... Full text Cite

Sample Size Estimation: Generalized Estimating Equations (GEE) Method

Book section · January 1, 2018 This entry compares the change rate of repeated measurements over time between two treatment groups. It proposes a closed-form, sample size formula for between-group comparison that can be used when designing a randomized longitudinal study with either con ... Full text Cite

Cluster Randomized Trials: Sample Size

Book section · January 1, 2018 In a cluster randomization trial, clusters consisting of multiple subjects are randomized to two or more treatment arms, and observations are collected from the subjects of each cluster while receiving the same intervention. In such a trial, inferences are ... Full text Cite