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

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Data Wrangling with R

Meeting Times

Mon, Jul 21, 8am-2:30 pm PDT

Tue, Jul 22, 8am-2:30 pm PDT

Wed, Jul 23, 8-11am PDT
Instructors

Ava Hoffman

Carrie Wright

BD2501: Data Wrangling with R

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Data Visualization

Meeting Times

Wed, Jul 23, 11:30am-2:30 pm PDT

Thu, Jul 24, 8am-2:30 pm PDT

Fri, Jul 25, 8am-2:30 pm PDT
Instructors

Dianne Cook

Heike Hofmann

Susan VanderPlas

BD2502: Data Visualization

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Supervised Methods for Statistical Machine Learning

Meeting Times

Mon, Jul 28, 8am-2:30 pm PDT

Tue, Jul 29, 8am-2:30 pm PDT

Wed, Jul 30, 8-11am PDT
Instructors

Jean Feng

Ali Shojaie

BD2503: Supervised Methods for Statistical Machine Learning

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Unsupervised Methods for Statistical Learning

Meeting Times

Wed, Jul 30, 11:30am-2:30 pm PDT

Thu, Jul 31, 8am-2:30 pm PDT

Fri, Aug 1, 8am-2:30 pm PDT
Instructors

Genevera Allen

Yufeng Liu

BD2504: Unsupervised Methods for Statistical Learning

12th Annual Summer Institute in Statistics for Clinical & Epidemiological Research (SISCER)

SISCER Module

Design and Analysis of Clinical Trials

Meeting Times

Tue, Jul 8, 8:30am-12pm PDT

Wed, Jul 9, 8:30am-12pm PDT

Thu, Jul 10, 8:30am-12pm PDT
Instructors

Michael Proschan

Pamela Shaw

CR2501: Design and Analysis of Clinical Trials

SISCER Module

Analyzing Data from Complex Surveys

Meeting Times

Tue, Jul 8, 1-4:30pm PDT

Wed, Jul 9, 1-4:30pm PDT
Instructors

Thomas Lumley

CR2502: Analyzing Data from Complex Surveys

SISCER Module

Modern Statistical Learning for Observational Data

Meeting Times

Tue, Jul 8, 8:30am-12pm PDT

Wed, Jul 9, 8:30am-12pm PDT

Thu, Jul 10, 8:30am-12pm PDT

Fri, Jul 11, 8:30am-12pm PDT
Instructors

Marco Carone

David Benkeser

CR2503: Modern Statistical Learning for Observational Data

SISCER Module

Introduction to Survival Analysis

Meeting Times

Thu, Jul 10, 1-4:30pm PDT

Fri, Jul 11, 1-4:30pm PDT
Instructors

Pamela Shaw

CR2504: Introduction to Survival Analysis

SISCER Module

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

Meeting Times

Fri, Jul 11, 8:30am-12pm PDT
Instructors

Thomas Fleming

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

SISCER Module

Improving Precision and Power in Randomized Trials by Leveraging Baseline Variables

Meeting Times

Mon, Jul 14, 8:30am-12pm PDT

Tue, Jul 15, 8:30am-12pm PDT
Instructors

Joshua Betz

Kelly van Lancker

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

SISCER Module

Generalized Estimating Equations and Mixed-Effects Models for Longitudinal Data Analysis

Meeting Times

Mon, Jul 14, 8:30am-12pm PDT

Tue, Jul 15, 8:30am-12pm PDT

Wed, Jul 16, 8:30am-12pm PDT
Instructors

Anna Plantinga

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

SISCER Module

Design and Analysis of Two-Phase Studies

Meeting Times

Wed, Jul 16, 1-4:30pm PDT

Thu, Jul 17, 1-4:30pm PDT
Instructors

Thomas Lumley

Pamela Shaw

CR2508: Design and Analysis of Two-Phase Studies

SISCER Module

Joint Modeling of Longitudinal and Survival Data

Meeting Times

Thu, Jul 17, 8:30am-12pm PDT

Fri, Jul 18, 8:30am-12pm PDT
Instructors

Ben French

CR2509: Joint Modeling of Longitudinal and Survival Data

SISCER Module

Using Causal Graphs in Epidemiological Research

Meeting Times

Tue, Jul 22, 8:30am-12pm PDT
Instructors

David A Stephens

CR2511: Using Causal Graphs in Epidemiological Research

SISCER Module

Absolute Risk: Methods and Applications in Clinical Care and Public Health

Meeting Times

Wed, Jul 23, 8:30am-12pm PDT

Thu, Jul 24, 8:30am-12pm PDT
Instructors

Ruth Pfeiffer

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

SISCER Module

Causal Inference with Observational Data: Common Designs and Statistical Methods

Meeting Times

Wed, Jul 23, 8:30-12am PDT

Thu, Jul 24, 8:30am-12pm PDT

Fri, Jul 25, 8:30am-12pm PDT
Instructors

Ting Ye

Qingyuan Zhao

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

SISCER Module

Missing Data Methods

Meeting Times

Mon, Jul 28, 8:30am-12pm PDT

Tue, Jul 29, 8:30am-12pm PDT
Instructors

Anna Plantinga

Rohit Bhattacharya

CR2514: Missing Data Methods

SISCER Module

Irregular Assessment Times in Randomized Controlled Trials

Meeting Times

Wed, Jul 30, 8:30am-12pm PDT

Thu, Jul 31, 8:30am-12pm PDT
Instructors

Eleanor Pullenayegum

Daniel Scharfstein

CR2515: Irregular Assessment Times in Randomized Controlled Trials

SISCER Module

Propensity Scores

Meeting Times

Wed, Jul 30, 8:30am-12pm PDT

Thu, Jul 31, 8:30am-12pm PDT
Instructors

David A Stephens

CR2516: Propensity Scores