Statistics in a Nutshell (In a Nutshell (O'Reilly) Series) / Edition 1 by Sarah Boslaugh, Paul Andrew, Dr. Watters Dr. | | 9780596510497 | Paperback | Barnes & Noble
Statistics in a Nutshell (In a Nutshell (O'Reilly) Series) / Edition 1

Statistics in a Nutshell (In a Nutshell (O'Reilly) Series) / Edition 1

by Sarah Boslaugh, Paul Andrew, Dr. Watters Dr.
     
 

ISBN-10: 0596510497

ISBN-13: 9780596510497

Pub. Date: 07/01/2008

Publisher: O'Reilly Media, Incorporated

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

Overview

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

Unlike 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.

Product Details

ISBN-13:
9780596510497
Publisher:
O'Reilly Media, Incorporated
Publication date:
07/01/2008
Series:
In a Nutshell (O'Reilly) Series
Pages:
480
Sales rank:
882,339
Product dimensions:
6.00(w) x 8.90(h) x 1.20(d)

Related Subjects

Table of Contents

Preface

Chapter 1: Basic Concepts of Measurement

Chapter 2: Probability

Chapter 3: Data Management

Chapter 4: Descriptive Statistics and Graphics

Chapter 5: Research Design

Chapter 6: Critiquing Statistics Presented by Others

Chapter 7: Inferential Statistics

Chapter 8: Thet-Test

Chapter 9: The Correlation Coefficient

Chapter 10: Categorical Data

Chapter 11: Nonparametric Statistics

Chapter 12: Introduction to the General Linear Model

Chapter 13: Extensions of Analysis of Variance

Chapter 14: Multiple Linear Regression

Chapter 15: Other Types of Regression

Chapter 16: Other Statistical Techniques

Chapter 17: Business and Quality Improvement Statistics

Chapter 18: Medical and Epidemiological Statistics

Chapter 19: Educational and Psychological Statistics

Review of Basic Mathematics

Introduction to Statistical Packages

References

Colophon

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