The Department of Statistics at Pennsylvania State University makes the notes for several of its courses freely available on STAT Online (online.stat.psu.edu) under the CC BY-NC 4.0 license. The courses include STAT 200 Elementary Statistics, STAT 414 Probability Theory, STAT 501 Regression, STAT 502 Analysis of Variance, and STAT 505 Multivariate Statistics, among others. The notes come with worked examples and Try It! exercises with answers, while assignments, exams, and credit are available only to enrolled students. Based on the official website, this article sets out the software, prerequisites, and recommended study order for each course.

A summer exterior view of the Old Main administration building on Pennsylvania State University's University Park campus, with a lawn and green trees in front of the clock tower

In-text figure (code-drawn structure diagram): a flowchart of the study order. Applied track: STAT 200 (optional introduction) → STAT 500 → STAT 50.

References

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