Statistics from A to Z : confusing concepts clarified /
Andrew Jawlik.
- Hoboken, New Jersey : John Wiley & Sons, Inc., [2016]
- 1 online resource.
Includes index.
Statistics from A to Z; Contents; Other Concepts Covered in the Articles; Why This Book is Needed; What Makes this Book Unique?; How to Use This Book; ALPHA, ; Summary of Keys to Understanding; Explanation; Alpha and Beta Errors; Summary of Keys to Understanding; Explanation; Alpha, p, Critical Value, and Test Statistic -- How They Work Together; Summary of Keys to Understanding; Explanation; Alternative Hypothesis; Summary of Keys to Understanding; Explanation; Analysis of Means (ANOM); Summary of Keys to Understanding; Explanation; ANOVA -- Part 1 (of 4): What it Does Chi-Square -- The Test Statistic and Its DistributionsSummary of Keys to Understanding; Explanation; Chi-Square Test for Goodness of Fit; Summary of Keys to Understanding; Explanation; Chi-Square Test for Independence; Summary of Keys to Understanding; Explanation; What is a Categorical Variable?; Independent vs. Associated; Observed Counts; Chi-Square Test for the Variance; Procedure for Chi-Square Test for the Variance; Confidence Intervals -- Part 1 (of 2): General Concepts; Summary of Keys to Understanding; Explanation; Confidence Intervals -- Part 2 (of 2): Some Specifics 1-Sided, Left-Tailed2-Sided (aka 2-Tailed); Degrees of Freedom; Summary of Keys to Understanding; Explanation; Design of Experiments (DOE) -- Part 1 (of 3); Summary of Keys to Understanding; Explanation; Levels; Combinations; Replications; Runs; Order; Design of Experiments (DOE) -- Part 2 (OF 3); Summary of Keys to Understanding; Explanation; Design of Experiments (DOE) -- Part 3 (OF 3); Summary of Keys to Understanding; Explanation; Distributions -- Part 1 (OF 3): What They Are; Explanation; Central Tendency; Variation/Variability/Dispersion/Spread/Scatter; Shape Distributions -- Part 2 (of 3): How They Are Used Of Keys to UnderstandingExplanation; ANOVA - Part 2 (of 4): How it Does it; Summary of Keys to Understanding; Explanation; ANOVA - Part 3 (OF 4): 1-Way (AKA Single Factor); Summary of Keys to Understanding; Explanation; ANOVA - Part 4 (OF 4): 2-Way (AKA 2-Factor); Summary of Keys to Understanding; Explanation; ANOVA vs. Regression; Summary of Keys to Understanding; Explanation; Binomial Distribution; Summary of Keys to Understanding; Explanation; Charts/Graphs/Plots - Which to Use When; Explanation; Correlation; Exploratory Data Analysis (EDA); Residual Analysis Of Keys to UnderstandingExplanation; Mean; Confidence Intervals for the Mean and Proportion for Non-Normal Data.; Proportion; Variance; Control Charts - Part 1 (of 2): General Concepts and Principles; Summary of Keys to Understanding; Explanation; Control Charts - Part 2 (of 2): Which to Use When; Summary of Keys to Understanding; Explanation; Correlation - Part 1 (of 2); Summary of Keys to Understanding; Explanation; Correlation - Part 2 (of 2); Summary of Keys to Understanding; Explanation; Critical Value; Summary of Keys to Understanding; Explanation; 1-Sided, Right-Tailed