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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