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12th Annual Summer Institute in Statistics for Big Data (SISBID)

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SISBID
Module 1
Data Wrangling with R
  • Meeting Times
    Mon, Jul 13, 8am-2:30 pm PDT
    Tue, Jul 14, 8am-2:30 pm PDT
    Wed, Jul 15, 8am-11pm PDT
  • Instructors
    Ava Hoffman Ava Hoffman
    Carrie Wright Carrie Wright
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BD2601: Data Wrangling with R
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SISBID
Module 2
Data Visualization
  • Meeting Times
    Mon, Jul 20, 8am-2:30 pm PDT
    Tue, Jul 21, 8am-2:30 pm PDT
    Wed, Jul 22, 8-11am PDT
  • Instructors
    Dianne Cook Dianne Cook
    Heike Hofmann heike Hofmann
    Susan VanderPlas Susan VanderPlas
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BD2602: Data Visualization
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SISBID
Module 3
Supervised Methods for Statistical Learning
  • Meeting Times
    Wed, Jul 22, 11:30am-2:30 pm PDT
    Thu, Jul 23, 8am-2:30 pm PDT
    Fri, Jul 24, 8am-2:30 pm PDT
  • Instructors
    Ali Shojaie Ali Shojaie
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BD2603: Supervised Methods for Statistical Learning
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SISBID
Module 4
Unsupervised Methods for Statistical Learning
  • Meeting Times
    Mon, Jul 27, 8am-2:30 pm PDT
    Tue, Jul 28, 8am-2:30 pm PDT
    Wed, Jul 29, 8-11am PDT
  • Instructors
    Genevera Allen Genevera Allen
    Yufeng Liu Headshot of Yufeng Liu
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BD2604: Unsupervised Methods for Statistical Learning
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SISBIDNEW
Module 5
Deep Learning and Artificial Intelligence
  • Meeting Times
    Wed, Jul 29, 11:30am-2:30 pm PDT
    Thu, Jul 30, 8am-2:30 pm PDT
    Fri, Jul 31, 8am-2:30 pm PDT
  • Instructors
    Jean Feng Jean Feng
    Ting Ye Ting Ye
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BD2605: Deep Learning and Artificial Intelligence

13th 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 7, 8am-12pm PDT
    Wed, Jul 8, 8am-12pm PDT
    Thu, Jul 9, 8am-12pm PDT
  • Instructors
    Michael Proschan Michael Proschan
    Pamela Shaw Pamela Shaw
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CR2601: Design and Analysis of Clinical Trials
SISCER Module
SISCER
Module 2
Causal Inference with Observational Data: Common Designs and Statistical Methods
  • Meeting Times
    Tue, Jul 7, 8:30am-12pm PDT
    Wed, Jul 8, 8:30am-12pm PDT
    Thu, Jul 9, 8:30am-12pm PDT
  • Instructors
    Ting Ye Ting Ye
    Qingyuan Zhao Qingyuan Zhao
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CR2602: Causal Inference with Observational Data
SISCER Module
SISCER
Module 3
Introduction to Survival Analysis
  • Meeting Times
    Thu, Jul 9, 1-4:30pm PDT
    Fri, Jul 10, 1-4:30pm PDT
  • Instructors
    Pamela Shaw Pamela Shaw
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CR2603: Introduction to Survival Analysis
SISCER Module
SISCER
Module 4
Topics in Clinical Trials: Issues in Non-Inferiority Trials and Addressing Missing Data
  • Meeting Times
    Fri, Jul 10, 8:30am-12pm PDT
  • Instructors
    Thomas Fleming Thomas Fleming
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CR2604: Topics in Clinical Trials
SISCER Module
SISCER
Module 5
Generalized Estimating Equations and Mixed-Effects Models for Longitudinal Data Analysis
  • Meeting Times
    Mon, Jul 13, 8:30am-12pm PDT
    Tue, Jul 14, 8:30am-12pm PDT
    Wed, Jul 15, 8:30am-12pm PDT
  • Instructors
    Anna Plantinga Anna Plantinga
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CR2605:Generalized Estimating Equations and Mixed-Effects Models for Longitudinal Data Analysis
SISCER Module
SISCERNEW
Module 6
Multi-state models for time-to-event data, with applications to clinical research
  • Meeting Times
    Mon, Jul 13, 8:30am-12pm PDT
    Tue, Jul 14, 8:30am-12pm PDT
    Wed, Jul 15, 8:30am-12pm PDT
  • Instructors
    Terry Therneau Terry Therneau
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CR2606: Multi-state models for time-to-event data
SISCER Module
SISCERNEW
Module 7
Design and Analysis of Two-Phase Studies
  • Meeting Times
    Wed, Jul 15, 1-4:30pm PDT
    Thu, Jul 16, 1-4:30pm PDT
  • Instructors
    Thomas Lumley Thomas Lumley
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CR2607: Design and Analysis of Two-Phase Studies
SISCER Module
SISCER
Module 8
Joint Modeling of Longitudinal and Survival Data
  • Meeting Times
    Thu, Jul 16, 8:30am-12pm PDT
    Fri, Jul 17, 8:30am-12pm PDT
  • Instructors
    Ben French Ben French
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CR2608: Joint Modeling of Longitudinal and Survival Data
SISCER Module
SISCER
Module 9
Missing Data Methods
  • Meeting Times
    Mon, Jul 20, 8:30am-12pm PDT
    Tue, Jul 21, 8:30am-12pm PDT
    Wed, Jul 22, 8:30am-12pm PDT
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CR2609: Missing Data Methods
SISCER Module
SISCER
Module 10
Using Causal Graphs in Epidemiological Research
  • Meeting Times
    Mon, Jul 20, 8:30am-12pm PDT
  • Instructors
    David A Stephens David Stephens
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CR2610: Using Causal Graphs in Epidemiological Research
SISCER Module
SISCER
Module 11
Modern Statistical Learning for Observational Data
  • Meeting Times
    Tue, Jul 21, 8:30am-12pm PDT
    Wed, Jul 22, 8:30am-12pm PDT
    Thu, Jul 23, 8:30am-12pm PDT
    Fri, Jul 24, 8:30am-12pm PDT
  • Instructors
    Marco Carone Marco Carone
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CR2611: Modern Statistical Learning for Observational Data
SISCER Module
SISCER
Module 12
Evaluation of Biomarkers and Risk Models
  • Meeting Times
    Thu, Jul 23, 8:30pm-12am PDT
    Fri, Jul 24, 8:30-12am PDT
  • Instructors
    Kathleen Kerr Kathleen Kerr
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CR2612: Evaluation of Biomarkers and Risk Models
SISCER Module
SISCER
Module 13
Propensity Scores
  • Meeting Times
    Thu, Jul 23, 8:30am-12pm PDT
    Fri, Jul 24, 8:30am-12pm PDT
  • Instructors
    David A Stephens David Stephens
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CR2613: Propensity Scores
SISCER Module
SISCER
Module 14
Improving Precision and Power in Randomized Trials by Leveraging Baseline Variables
  • Meeting Times
    Wed, Jul 29, 8:30am-12pm PDT
    Thu, Jul 30, 8:30am-12pm PDT
  • Instructors
    Joshua Betz Josh Betz
    Kelly van Lancker Kelly van Lancker
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CR2614: Improving Precision and Power in Randomized Trials by Leveraging Baseline Variables