1. Important Issues in Experiment Design These Modules Ignore: Causal Inference Bootcamp

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    This module briefly discusses many important issues in experimental design that this series ignores. The Causal Inference Bootcamp is created by Duke University's Education and Human Development…

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    • Randomized Controlled Trials: Causal Inference Bootcamp

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      This brief module notes that everything we've learned so far about analyzing experiments applies to an enormous range of settings. The Causal Inference Bootcamp is created by Duke University's…

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      • What is the Point of Statistical Inference? Causal Inference Bootcamp

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        In this module we discuss why statistical inference is needed, and why we have to be careful about just comparing outcomes across the treatment and control groups. The Causal Inference Bootcamp…

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        • Perry Preschool: Calculating the Lifetime Cost of Crime: Causal Inference Bootcamp

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          In this module we analyze some data from the Perry Preschool experiment. We look at the effect of going to preschool on the cost to society of all subsequent crimes committed. The Causal Inference…

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          • Perry Preschool: Comparing Preschool's Effects on Crime: Causal Inference Bootcamp

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            In this module we analyze some data from the Perry Preschool experiment. We look at the effect of going to preschool on how many months people spend in prison over their lifetime. The Causal Inference…

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            • Perry Preschool: Comparing Educational Attainment Data: Causal Inference Bootcamp

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              In this module we analyze some data from the Perry Preschool experiment. We look at the effect of going to preschool on how much education people will ultimately get over their lifetime. The Causal…

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              • Comparing Survey Nonresponders to Responders: Causal Inference Bootcamp

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                This module explains a few ways of analyzing issues related to survey nonresponse. The Causal Inference Bootcamp is created by Duke University's Education and Human Development Incubator (EHDi)…

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                • Survey Noncompliance: Causal Inference Bootcamp

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                  This module discusses the problem of survey nonresponse in general, and in the context of the Oregon experiment. The Causal Inference Bootcamp is created by Duke University's Education and Human…

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                  • Introducing the Perry Preschool Project: Causal Inference Bootcamp

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                    This module introduces the design of the Perry Preschool experiment. The Causal Inference Bootcamp is created by Duke University's Education and Human Development Incubator (EHDi) at Duke's…

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                    • Reading ATE & CI in a Table - Cholesterol in OHE: Causal Inference Experiment

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                      In this module we do some intention-to-treat analysis of the Oregon experiment. We look at the effect of having the option to enroll in Medicaid on one outcome variable: cholesterol levels. The…

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