دانلود کتاب Statistics in a Nutshell: A Desktop Quick Reference

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 statistics
• Basic concepts of measurement and probability theory
• Data management for statistical analysis
• Research design and experimental design
• How to critique statistics presented by others

Basic inferential statistics:

• Basic concepts of inferential statistics
• The concept of correlation, when it is and is not an appropriate measure of association
• Dichotomous and categorical data
• The distinction between parametric and nonparametric statistics

Advanced inferential techniques:

• The General Linear Model
• Analysis of Variance (ANOVA) and MANOVA
• Multiple linear regression

Specialized techniques:

• Business and quality improvement statistics
• Medical and public health statistics
• Educational and psychological statistics