STAT 135 -- Class Handouts

• Mean and SD
• Histogram
• Median and Quantiles
• Normal Distribution
• Birthweights of babies
• Baseball salaries
• Simple Random Sampling
• Bootstrap and Central Limit Theorem for average time
• Sampling Triptych
• Candy Sampling
• SDs, SEs, and s
• Stratified sampling
• Examples of Hypothesis Tests
• Hypothesis Testing terminology
• The Chi-square distribution

  ---

• power
• The Method of Moments
• Maximum Likelihood Estimation
• Asymptotic Variance of MLE
• Replicate Measurements
• Choosing a Model
• Geometry of Least Squares
• Geometry of Least Squares -- Multiple linear model
• One-way Analysis of Variance
• Linear models and Analysis of Variance
• Two-way Analysis of Variance