# Lecture Notes

Lecture note files.
LEC # | TOPICS
--- | ---
L1 | Statistics for Applications Course Overview (PDF) Distributions Derived from Normal Distribution (PDF)
L2 | Statistical Models: Classic One-sample Distribution Models (PDF)
L3 | Parameter Estimation: Method of Moments (PDF)
L4 | Parameter Estimation: Maximum Likelihood (PDF)
L5 | Maximum Likelihood: Large Sample Theory (PDF)
L6 | Bootstrap Confidence Intervals (PDF)
L7 | Sufficiency (PDF)
L8 | Parameter Estimation: Bayesian Approach (PDF)
L9 | Hypothesis Testing (PDF)
L10 | Hypothesis Testing II (PDF)
L11 | Assessing Goodness of Fit (PDF)
L12 | Summarizing Data (PDF)
L13 | Summarizing Data: Examples and Dynamic Graphics (PDF)
L14 | Regression Analysis (PDF)
L15 | Regression Analysis II (PDF)
L16 | Comparing Independent Samples and ANOVA (PDF)
L17 | Analysis of Categorical Data (PDF)