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

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SISBID
Module 1
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 Ava Hoffman
    Carrie Wright Dr Carrie Wright
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BD2501: Data Wrangling with R
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SISBID
Module 2
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 Dianne Cooke
    Heike Hofmann Heike Hofmann
    Susan VanderPlas Susan VanderPlas
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BD2502: Data Visualization
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SISBID
Module 3
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 Jean Feng
    Ali Shojaie
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BD2503: Supervised Methods for Statistical Machine Learning
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SISBID
Module 4
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 Genevera Allen
    Yufeng Liu 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
SISCER
Module 1
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 Michael Proschan
    Pamela Shaw Pamela Shaw
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CR2501: Design and Analysis of Clinical Trials
SISCER Module
SISCER
Module 2
Analyzing Data from Complex Surveys
  • Meeting Times
    Tue, Jul 8, 1-4:30pm PDT
    Wed, Jul 9, 1-4:30pm PDT
  • Instructors
    Thomas Lumley Thomas Lumley
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CR2502: Analyzing Data from Complex Surveys
SISCER Module
SISCER
Module 3
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 Marco Carone
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CR2503: Modern Statistical Learning for Observational Data
SISCER Module
SISCER
Module 4
Introduction to Survival Analysis
  • Meeting Times
    Thu, Jul 10, 1-4:30pm PDT
    Fri, Jul 11, 1-4:30pm PDT
  • Instructors
    Pamela Shaw Pamela Shaw
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CR2504: Introduction to Survival Analysis
SISCER Module
SISCER
Module 5
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 Thomas Fleming
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CR2505: Special Topics in Clinical Trials: Interpreting Exploratory Analysis & When Are Biomarkers Valid Surrogates?
SISCER Module
SISCER
Module 6
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 Joshua Betz
    Kelly van Lancker Kelly van Lancker
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CR2506: Improving Precision and Power in Randomized Trials by Leveraging Baseline Variables
SISCER Module
SISCER
Module 7
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 Anna Plantinga
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CR2507: Generalized Estimating Equations and Mixed-Effects Models for Longitudinal Data Analysis
SISCER Module
SISCERNEW
Module 8
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 Thomas Lumley
    Pamela Shaw Pamela Shaw
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CR2508: Design and Analysis of Two-Phase Studies
SISCER Module
SISCER
Module 9
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 Ben French
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CR2509: Joint Modeling of Longitudinal and Survival Data
SISCER Module
SISCER
Module 10
Evaluation of Biomarkers and Risk Models
  • Meeting Times
    Mon, Jul 21, 8:30am-12pm PDT
    Tue, Jul 22, 8:30am-12pm PDT
  • Instructors
    Kathleen Kerr Katie Kerr
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CR2510: Evaluation of Biomarkers and Risk Models
SISCER Module
SISCER
Module 11
Using Causal Graphs in Epidemiological Research
  • Meeting Times
    Tue, Jul 22, 8:30am-12pm PDT
  • Instructors
    David A Stephens David A Stephens
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CR2511: Using Causal Graphs in Epidemiological Research
SISCER Module
SISCER
Module 12
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 Ruth Pfeiffer
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CR2512: Absolute Risk: Methods and Applications in Clinical Care and Public Health
SISCER Module
SISCER
Module 13
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 Ting Yi
    Qingyuan Zhao Qingyuan Zhao
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CR2513: Causal Inference with Observational Data: Common Designs and Statistical Methods
SISCER Module
SISCER
Module 14
Missing Data Methods
  • Meeting Times
    Mon, Jul 28, 8:30am-12pm PDT
    Tue, Jul 29, 8:30am-12pm PDT
  • Instructors
    Anna Plantinga Anna Plantinga
    Rohit Bhattacharya Rohit Bhattacharya
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CR2514: Missing Data Methods
SISCER Module
SISCER
Module 15
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 Eleanor Pullenayegum
    Daniel Scharfstein Daniel Scharfstein
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CR2515: Irregular Assessment Times in Randomized Controlled Trials
SISCER Module
SISCER
Module 16
Propensity Scores
  • Meeting Times
    Wed, Jul 30, 8:30am-12pm PDT
    Thu, Jul 31, 8:30am-12pm PDT
  • Instructors
    David A Stephens David A Stephens
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CR2516: Propensity Scores