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11th Annual Summer Institute in Statistics for Big Data (SISBID)

SISBID
Module 3
BD2503: Supervised Methods for Statistical Machine Learning

SISBID
Module 4
BD2504: Unsupervised Methods for Statistical Learning
12th Annual Summer Institute in Statistics for Clinical & Epidemiological Research (SISCER)

SISCER
Module 1
CR2501: Design and Analysis of Clinical Trials

SISCER
Module 2
CR2502: Analyzing Data from Complex Surveys

SISCER
Module 3
CR2503: Modern Statistical Learning for Observational Data

SISCER
Module 4
CR2504: Introduction to Survival Analysis

SISCER
Module 5
CR2505: Special Topics in Clinical Trials: Interpreting Exploratory Analysis & When Are Biomarkers Valid Surrogates?

SISCER
Module 6
CR2506: Improving Precision and Power in Randomized Trials by Leveraging Baseline Variables

SISCER
Module 7
CR2507: Generalized Estimating Equations and Mixed-Effects Models for Longitudinal Data Analysis

SISCERNEW
Module 8
CR2508: Design and Analysis of Two-Phase Studies

SISCER
Module 9
CR2509: Joint Modeling of Longitudinal and Survival Data

SISCER
Module 11
CR2511: Using Causal Graphs in Epidemiological Research

SISCER
Module 12
CR2512: Absolute Risk: Methods and Applications in Clinical Care and Public Health

SISCER
Module 13
CR2513: Causal Inference with Observational Data: Common Designs and Statistical Methods

SISCER
Module 15
CR2515: Irregular Assessment Times in Randomized Controlled Trials