Course Modules

Getting Started

Getting Started
Module Completed Module In Progress Module Locked
Getting Started 3762760  
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    READ: Canvas and Technology Start-Up READ: Canvas and Technology Start-Up
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    READ: Course Navigation READ: Course Navigation
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MODULE 1 | Extremes in Causal Inference: Ordinary Association Tests to RCTs

MODULE 1 | Extremes in Causal Inference: Ordinary Association Tests to RCTs
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MODULE 1 | Extremes in Causal Inference: Ordinary Association Tests to RCTs 3738669  
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    Week 1 | Overview Week 1 | Overview
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    Funding: Overview of Funding Approaches at NIH and Other Federal Grant Agencies (6 videos) | Speaker: Dr. David Allison Funding: Overview of Funding Approaches at NIH and Other Federal Grant Agencies (6 videos) | Speaker: Dr. David Allison
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    Introduction to Statistical Inference (3 videos) | Speaker: Dr. Christina Ludema Introduction to Statistical Inference (3 videos) | Speaker: Dr. Christina Ludema
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    Introduction to Energy Balance and Laws of Thermodynamics (3 videos) | Speaker: Dr. Diana Thomas Introduction to Energy Balance and Laws of Thermodynamics (3 videos) | Speaker: Dr. Diana Thomas
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    Advantages and Disadvantages of Conventional Observational Studies (3 videos) | Speaker: Dr. Bertha Hidalgo Advantages and Disadvantages of Conventional Observational Studies (3 videos) | Speaker: Dr. Bertha Hidalgo
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    Practical Challenges: Measurement Error, Missing Data, and Assumption Violations (4 videos) | Speaker: Dr. Carmen Tekwe Practical Challenges: Measurement Error, Missing Data, and Assumption Violations (4 videos) | Speaker: Dr. Carmen Tekwe
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    Introduction to Randomization Concepts and Research (5 Videos) | Speaker: Dr. Scarlett Bellamy Introduction to Randomization Concepts and Research (5 Videos) | Speaker: Dr. Scarlett Bellamy
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    Power and Sample Size (4 videos) | Speaker: Dr. Charity Morgan Power and Sample Size (4 videos) | Speaker: Dr. Charity Morgan
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    Panel with Dr. Donald Rubin (7 videos) | Speakers: Drs. Rubin, Allison, Landsittel, and Owora Panel with Dr. Donald Rubin (7 videos) | Speakers: Drs. Rubin, Allison, Landsittel, and Owora
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MODULE 2 | Emerging Approaches and Best Practices

MODULE 2 | Emerging Approaches and Best Practices
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MODULE 2 | Emerging Approaches and Best Practices 3738670  
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    Week 2 | Overview Week 2 | Overview
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    Choice of Control Condition based on Hypothesis and Anticipated Claims (2 videos) | Speaker: Dr. Kevin Fontaine Choice of Control Condition based on Hypothesis and Anticipated Claims (2 videos) | Speaker: Dr. Kevin Fontaine
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    Controlling for Expectancy and Non-Specific Effects (3 videos) | Speaker: Dr. Jack Raglin Controlling for Expectancy and Non-Specific Effects (3 videos) | Speaker: Dr. Jack Raglin
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    Sequential Multiple Assignment Randomized Trials (SMART) (3 videos) | Speaker: Dr. Drew Sayer Sequential Multiple Assignment Randomized Trials (SMART) (3 videos) | Speaker: Dr. Drew Sayer
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    Cluster Randomized Trials (6 videos) | Speaker: Dr. Jasmine Jamshidi-Naeini Cluster Randomized Trials (6 videos) | Speaker: Dr. Jasmine Jamshidi-Naeini
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    Sex as a Biological Variable: Interaction Effects (3 videos) | Speaker: Dr. Donna Maney Sex as a Biological Variable: Interaction Effects (3 videos) | Speaker: Dr. Donna Maney
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    Data Sharing: Why and How (4 videos) | Speaker: Dr. Colby Vorland Data Sharing: Why and How (4 videos) | Speaker: Dr. Colby Vorland
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    Panel with Dr. Donald Rubin II (7 videos) | Speakers: Drs. Rubin, Allison, Landsittel, and Owora Panel with Dr. Donald Rubin II (7 videos) | Speakers: Drs. Rubin, Allison, Landsittel, and Owora
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    Megastudies: RIGOR Lecture (3 videos) | Speaker: Dr. Dena M. Gromet Megastudies: RIGOR Lecture (3 videos) | Speaker: Dr. Dena M. Gromet
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MODULE 3 | Between the Extremes: Extended Association Tests

MODULE 3 | Between the Extremes: Extended Association Tests
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MODULE 3 | Between the Extremes: Extended Association Tests 3738671  
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    Week 3 | Overview Week 3 | Overview
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    Potential Outcome Framework (4 videos) | Speaker: Dr. Douglas Landsittel Potential Outcome Framework (4 videos) | Speaker: Dr. Douglas Landsittel
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    Causal Inference from Mendelian Randomization (3 videos) | Speaker: Dr. Stella Aslibekyan Causal Inference from Mendelian Randomization (3 videos) | Speaker: Dr. Stella Aslibekyan
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    Natural Experiments: Definitions and Applications (3 Videos) | Speaker: Dr. Thad Dunning Natural Experiments: Definitions and Applications (3 Videos) | Speaker: Dr. Thad Dunning
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    Quasi Experiments: Regression Discontinuity (5 videos) | Speaker: Dr. Bisakha Sen Quasi Experiments: Regression Discontinuity (5 videos) | Speaker: Dr. Bisakha Sen
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    Ethical considerations for quasi-experimental designs (3 videos) | Speaker: Dr. Greg Pavela Ethical considerations for quasi-experimental designs (3 videos) | Speaker: Dr. Greg Pavela
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    Conceptual Models of Mediating and Moderating Variables (4 videos) | Speaker: Dr. Francesca Filbey Conceptual Models of Mediating and Moderating Variables (4 videos) | Speaker: Dr. Francesca Filbey
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    Methodological Issues in Testing for Gene by Environment or Gene by Behavior Interaction (4 videos) | Speaker: Dr. Ruth Loos Methodological Issues in Testing for Gene by Environment or Gene by Behavior Interaction (4 videos) | Speaker: Dr. Ruth Loos
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    Structural Equation Modeling: Examples with Twins and Testing Effects (6 videos) | Speaker: Dr. Michael Neale Structural Equation Modeling: Examples with Twins and Testing Effects (6 videos) | Speaker: Dr. Michael Neale
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    Panel with Dr. Donald Rubin III (6 videos) | Speakers: Drs. Rubin, Allison, Landsittel, and Owora Panel with Dr. Donald Rubin III (6 videos) | Speakers: Drs. Rubin, Allison, Landsittel, and Owora
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