Foundations of Applied Statistical Methods

Warming Up-Descriptive Statistics and Essential Probability Models.- Statistical Inference Focusing on a Single Mean or Proportion.- Inference Using t-tests for Comparing Two Means.- Inference Using Analysis of Variance for Comparing Multiple Means.- Inference Using Correlation and Regression.- Normal Distribution Assumption Free Non-Parametric Inference.- Methods for Censored Survival Time Data Analysis and Inference.- Sample Size Determination for Inference.- Review Exercise Problems.- Probability of Standard Normal Distribution.- Percentiles of
t
-Distributions.- Upper 95th and 99th Percentiles of Chi-square Distributions.- Upper 95th Percentiles of
F
-Distributions.- Upper 99th Percentiles of
F
-Distributions.- Sample Sizes for Independent Samples
t
-tests (normal approximation).- Index.