NCSSM Statistics Leadership Institute Notes
Theory of Inference
Regression Analysis
Experimental Design
Categorical Data Analysis
and Surveys
Introduction
Introduction to Theory of Inference
Moment Generating Functions
Student's t Test
Central Limit Theorem
Estimators and Parameters
Hypothesis Testing
Two-Sample t Test
Linear Statistical Methods
Appendix 1: Stirling's Formula
Appendix 2:
Appendix 3:
Correlation (PDF)
Correlation (Word)
Introduction
Regression
Multiple Regression
Logistic Regression
Appendix
Introduction
Power
Completely Randomized Design
Randomized Complete Block Design
Another Look at ANOVA
Factorial Design
The Paper Towel Experiments
Appendix A: The Expected Value of MST
Appendix B: Partitioning Sums of Squares
Introduction
Sampling Methods and Practice
Categorical Data Analysis
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