Statistics from A to Z : confusing concepts clarified / Andrew A. Jawlik.

Format:

Book

Author/Creator:

Jawlik, Andrew, author.

Series:

THEi Wiley ebooks.

THEi Wiley ebooks

Language:

English

Subjects (All):

Mathematical statistics--Dictionaries.

Mathematical statistics.

Statistics--Dictionaries.

Statistics.

Physical Description:

1 online resource (448 p.)

Edition:

1st ed.

Place of Publication:

Hoboken, New Jersey : John Wiley & Sons, Incorporated, [2016]

System Details:

Access using campus network via VPN at home (THEi Users Only).

Summary:

Statistics is confusing, even for smart, technically competent people. And many students and professionals find that existing books and web resources don't give them an intuitive understanding of confusing statistical concepts. That is why this book is needed. Some of the unique qualities of this book are: • Easy to Understand: Uses unique "graphics that teach" such as concept flow diagrams, compare-and-contrast tables, and even cartoons to enhance "rememberability." • Easy to Use: Alphabetically arranged, like a mini-encyclopedia, for easy lookup on the job, while studying, or during an open-book exam. • Wider Scope: Covers Statistics I and Statistics II and Six Sigma Black Belt, adding such topics as control charts and statistical process control, process capability analysis, and design of experiments. As a result, this book will be useful for business professionals and industrial engineers in addition to students and professionals in the social and physical sciences. In addition, each of the 60+ concepts is covered in one or more articles. The 75 articles in the book are usually 5-7 pages long, ensuring that things are presented in "bite-sized chunks." The first page of each article typically lists five "Keys to Understanding" which tell the reader everything they need to know on one page. This book also contains an article on "Which Statistical Tool to Use to Solve Some Common Problems", additional "Which to Use When" articles on Control Charts, Distributions, and Charts/Graphs/Plots, as well as articles explaining how different concepts work together (e.g., how Alpha, p, Critical Value, and Test Statistic interrelate). ANDREW A. JAWLIK received his B.S. in Mathematics and his M.S. in Mathematics and Computer Science from the University of Michigan. He held jobs with IBM in marketing, sales, finance, and information technology, as well as a position as Process Executive. In these jobs, he learned how to communicate difficult technical concepts in easy - to - understand terms. He completed Lean Six Sigma Black Belt coursework at the IASSC - accredited Pyzdek Institute. In order to understand the confusing statistics involved, he wrote explanations in his own words and graphics. Using this material, he passed the certification exam with a perfect score. Those statistical explanations then became the starting point for this book.

Contents:

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

Summary 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

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

Summary 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

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

Notes:

Includes index.

Description based on print version record.

ISBN:

9781119272007

1119272009

9781119271987

1119271983

9781119272021

1119272025

OCLC:

958936970