Statistical Inference

• Why degrees of freedom decrease for sample variance
• CONCEPTS: Calculating Area for a Point on the Normal Curve Reviews the mathematics that explain why one cannot calculate the exact proability for a specific value within a distribution for a continuous variable, and illustrates how to calculate a quantile for a point on the curve.
• Analysis of exponential distribution of births data set from the CDC
• Exponential Distribution / Central Limit Theorem - Assignment Checklist
• ToothGrowth Analysis - Assignment Checklist
• Exploratory Data Analysis in ToothGrowth Assignment, explaining the exploratory data analysis requirement for students who have not taken the Exploratory Data Analysis course prior to taking Statistical Inference.
• Using MathJax with Discussion Forums, R Markdown, and Github Pages
• Kable Tables with Data Frames illustrates how to display a custom table in a knitr() document by creating a data frame to contain the information to be rendered with kable().
• Interactive Confidence Interval Visualization
• Installing MiKTeK on Windows 10 / Generate a PDF from knitr
• Power calculations: optimal szmple size
• Permutation Tests Explained

Comprehensive Notes

• Complete notes for Statistical Inference