Explore sample replication assignments and course plans built to help you design courses centered on statistical reasoning. Each example offers a structured way to bring replication studies into the classroom, giving students hands-on practice with data analysis, research methods, and the critical thinking needed to evaluate reproducibility in scientific research.

Assignments
Introductory Replication Assignment
Undergraduate
Mean, Median, Standard Deviation, Minimum, Maximum, Histogram, Boxplot
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Intermediate Replication Assignment 1
Undergraduate
Descriptive statistics, Construct Validity, Multivariate Regression Analysis, Data Visualization, Logistic Regression, Residuals, ANOVA
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Intermediate Replication Assignment 2
Undergraduate
Descriptive statistics, t-test (simple and paired), ANOVA, Confidence Intervals, OLS Regression, and Interaction Effects
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Advanced Replication Assignment
Undergraduate
Any statistical methods covered in the course
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Lesson Plans
Quantitative Research Methods with Replication
Undergraduate
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Advanced Quantitative Research Methods
Graduate
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