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

SISBID

Module 1

Data Wrangling with R

• Meeting Times

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

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

  Wed, Jul 23, 8-11am PST
• Instructors

  Ava Hoffman

  Carrie Wright

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BD2501: Data Wrangling with R

SISBID

Module 2

Data Visualization

• Meeting Times

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

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

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

  Dianne Cook

  Heike Hofmann

  Susan VanderPlas

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BD2502: Data Visualization

SISBID

Module 3

Supervised Methods for Statistical Machine Learning

• Meeting Times

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

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

  Wed, Jul 30, 8-11am PST
• Instructors

  Jean Feng

  Ali Shojaie

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BD2503: Supervised Methods for Statistical Machine Learning

SISBID

Module 4

Unsupervised Methods for Statistical Learning

• Meeting Times

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

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

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

  Genevera Allen

  Yufeng Liu

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BD2504: Unsupervised Methods for Statistical Learning

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

SISCER

Module 1

Design and Analysis of Clinical Trials

• Meeting Times

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

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

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

  Michael Proschan

  Pamela Shaw

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CR2501: Design and Analysis of Clinical Trials

SISCER

Module 2

Analyzing Data from Complex Surveys

• Meeting Times

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

  Wed, Jul 9, 1-4:30pm PST
• Instructors

  Thomas Lumley

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CR2502: Analyzing Data from Complex Surveys

SISCER

Module 3

Modern Statistical Learning for Observational Data

• Meeting Times

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

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

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

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

  Marco Carone

  David Benkeser

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CR2503: Modern Statistical Learning for Observational Data

SISCER

Module 4

Introduction to Survival Analysis

• Meeting Times

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

  Fri, Jul 11, 1-4:30pm PST
• Instructors

  Pamela Shaw

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CR2504: Introduction to Survival Analysis

SISCER

Module 5

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

• Meeting Times

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

  Thomas Fleming

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

SISCER

Module 6

Improving Precision and Power in Randomized Trials by Leveraging Baseline Variables

• Meeting Times

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

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

  Joshua Betz

  Kelly van Lancker

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

SISCER

Module 7

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

• Meeting Times

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

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

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

  Anna Plantinga

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

SISCERNEW

Module 8

Design and Analysis of Two-Phase Studies

• Meeting Times

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

  Thu, Jul 17, 1-4:30pm PST
• Instructors

  Thomas Lumley

  Pamela Shaw

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CR2508: Design and Analysis of Two-Phase Studies

SISCER

Module 9

Joint Modeling of Longitudinal and Survival Data

• Meeting Times

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

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

  Ben French

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CR2509: Joint Modeling of Longitudinal and Survival Data

SISCER

Module 11

Using Causal Graphs in Epidemiological Research

• Meeting Times

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

  David A Stephens

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CR2511: Using Causal Graphs in Epidemiological Research

SISCER

Module 12

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

• Meeting Times

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

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

  Ruth Pfeiffer

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

SISCER

Module 13

Causal Inference with Observational Data: Common Designs and Statistical Methods

• Meeting Times

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

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

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

  Ting Ye

  Qingyuan Zhao

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

SISCER

Module 14

Missing Data Methods

• Meeting Times

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

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

  Anna Plantinga

  Rohit Bhattacharya

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CR2514: Missing Data Methods

SISCER

Module 15

Irregular Assessment Times in Randomized Controlled Trials

• Meeting Times

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

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

  Eleanor Pullenayegum

  Daniel Scharfstein

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CR2515: Irregular Assessment Times in Randomized Controlled Trials

SISCER

Module 16

Propensity Scores

• Meeting Times

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

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

  David A Stephens

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CR2516: Propensity Scores