Some of my old documents/drafts/course-materials related to miscellaneous topics of statistics (software, theory, application):
Epidemiology: Short-textbook, Parameters, Terminologies, Exercises, Bias/confounding/interaction, Analysis, Consulting
Resampling: Bootstrap and jackknife
Random Number: Generation and Tests
Statistical Software: Comparison of various Statistical Packages, Survey analysis using various Packages
Survey Sampling: Methods of collecting the information (data), Post-enumeration survey
Regression: Best regression equation selection, Estimation in non-linear regression, Orthogonal polynomial
Survival Analysis: Cox's Proportional Hazards model, Frailty Models, Frailty Paper presentation, A toy example using R
Point Estimation: Criteria of good estimator, Methods of finding estimators, Methods of finding UMVUE
Tests of Hypothesis: Examplesof Optimum tests
Multivariate Distribution: Multivariate Normal
Stochastic Process: Definition, MC-classification, Inference
Anthropology: Anthropology
Industrial Statistics: Quality Control Charts (mirror, exercises)
Demograrphy: Concepts
Social Statistics: Measuring Inequality
Psychometry: Intelligence - Theories and Tests