Dr. Gonsalge Almeida

STAT 312/312R — Basic Statistics for Engineering & Science

Fall 2025 · Department of Mathematics, Applied Mathematics, and Statistics · Case Western Reserve University

Central course hub with lectures, worksheets, datasets, book links, practice apps, and R/RStudio resources. For setup help, see Intro to R and R Examples & Cheatsheets.

Lecture Resources

• Part 1:The Role of Statistics in Engineering & Visualization
• Part 2: Probability & Distributions
• Part 3: Discrete Random Variables & Probability Distributions
• Part 4: Continuous Random Variables & Probability Distributions
• Datasets & Templates
• Course FAQ

Online Book & Practice Apps

• Online Statistics Book (OpenIntro/rvls)
• OpenIntro Statistics (free)
• StatCrunch (practice)
• Seeing Theory (visualizations)
• Desmos Calculator

Textbook

Montgomery, D. C., & Runger, G. C. Applied Statistics and Probability for Engineers, 7th Edition.
Required. This is the primary reference for the course. Lecture topics follow closely with chapters, with additional supplemental materials provided.

R and RStudio

• R (CRAN)
• RStudio
• Intro to R/RStudio (installation & first steps)
• R Examples & Cheatsheets

Stat Applets

• RVLS
• CLT Applet
• Rossman/Chance Applets

Databanks

• UCI Machine Learning Repository
• scikit-learn Datasets
• Kaggle Datasets
• DASL

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