L1 |
Statistics for Applications Course Overview (PDF)
Distributions Derived from Normal Distribution (PDF)
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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) |