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title OpenIntro Companion Activities
description This is a homepage for a collection of interactive, browser-based activities to accompany an introductory level applied statistics course. The activities loosely follow the OpenIntro Statistics textbook from the folks at OpenIntro.org. Currently, the activities are written to leverage the R computing language. Additional versions which leverage Excel/Google Sheets and Python are forthcoming.
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{% include google-analytics.html %}

You'll find a growing list of Quarto-Live activities in the sections below. Ultimately, this project will provide a collection of activities covering a full introductory experience in applied statistics from several different domain disciplines (psychology, biology, sport, etc.) and with several different supporting software tools. Versions of all notebooks utilizing the R computing language are available, with corresponding versions in Excel and Python forthcoming.

These resources are open-sourced and will always remain freely available. If you are benefiting from using these activities and would like to support the their maintenance and the development of future resources, consider donating via the link below.

Buy Me a Coffee at ko-fi.com

Foundational Activities

Activity Number Description Versions
1 An Introduction to Data Static
2 An Introduction to Software Static, R
3 Descriptive Statistics Static, R
4 Data Visualization Static, R

Probability

Activity Number Description Versions
1 Discrete Probability and the Binomial Distribution Static, R
Dynamic, R
2 Probability and the Normal Distribution Static, R
Dynamic, R
3 Discrete Probability Lab Static, R
4 Normal Distributions and Approximate Normality Lab Static, R

Transition to Inference

Activity Number Description Versions
1 The Sampling Distribution and Central Limit Theorems Static, R
2 Introduction to Inference Lab Static, R

One- and Two-Sample Inference for Categorical Variables

Activity Number Description Versions
1 Confidence Intervals and Hypothesis Tests for Single Proportions Static, R
2 Practice with Inference for Proportions Static, R
3 Inference for Categorical Variables Lab Static, R

One- and Two-Sample Inference for Numerical Variables

Activity Number Description Versions
1 Confidence Intervals and Hypothesis Tests for Means Static, R
2 Inference for Numerical Variables Lab Static, R

Practice with One- and Two-Sample Inference

Activity Number Description Versions
1 Mixed Inference Practice Problems, Part I Static, R
2 Mixed Inference Practice Problems, Part II Static, R
3 Mixed Inference Practice Problems, Part III Static, R

Multi-Group Inference and Linear Regression

Activity Number Description Versions
1 Chi-Square Goodness of Fit and Independence Static, R
2 One-Way ANOVA Static, R
3 Introduction to Linear Regression Static, R

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