Need to learn statistics as part of your job, or want some help passing a statistics course? Statistics in a Nutshell is a clear and concise introduction and reference that's perfect for anyone with no previous background in the subject. This book gives you a solid understanding of statistics without being too simple, yet without the numbing complexity of most college texts. You get a firm grasp of the fundamentals and a hands-on understanding of how to apply them before moving on to the more advanced material that follows. Each chapter presents you with easy-to-follow descriptions illustrated by graphics, formulas, and plenty of solved examples. Before you know it, you'll learn to apply statistical reasoning and statistical techniques, from basic concepts of probability and hypothesis testing to multivariate analysis. Organized into four distinct sections, Statistics in a Nutshell offers you: Introductory material:Different ways to think about statisticsBasic concepts of measurement and probability theoryData management for statistical analysisResearch design and experimental designHow to critique statistics presented by othersBasic inferential statistics:Basic concepts of inferential statisticsThe concept of correlation, when it is and is not an appropriate measure of associationDichotomous and categorical dataThe distinction between parametric and nonparametric statisticsAdvanced inferential techniques:The General Linear ModelAnalysis of Variance (ANOVA) and MANOVAMultiple linear regressionSpecialized techniques:Business and quality improvement statisticsMedical and public health statisticsEducational and psychological statisticsUnlike many introductory books on the subject, Statistics in a Nutshell doesn't omit important material in an effort to dumb it down. And this book is far more practical than most college texts, which tend to over-emphasize calculation without teaching you when and how to apply different statistical tests. With Statistics in a Nutshell, you learn how to perform most common statistical analyses, and understand statistical techniques presented in research articles. If you need to know how to use a wide range of statistical techniques without getting in over your head, this is the book you want.
Statistics in a NutshellAuthor(s): Dr. Paul Andrew Watters Sarah Boslaugh Publisher: O'Reilly Media, Inc. Publication Date: 25-Jul-2008 Edition: 1 Number of pages: 480