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Statistics In A Nutshell

Statistics In A Nutshell

          
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Need to learn statistics for your job? Want help passing a statistics course? Statistics in a Nutshell is a clear and concise introduction and reference for anyone new to the subject. Thoroughly revised and expanded, this edition helps you gain a solid understanding of statistics without the numbing complexity of many college texts.
Each chapter presents easy-to-follow descriptions, along with graphics, formulas, solved examples and hands-on exercises. If you want to perform common statistical analyses and learn a wide range of techniques without getting in over your head, this is your book.

Learn basic concepts of measurement and probability theory, data management and research design
Discover basic statistical procedures, including correlation, the t-test, the chi-square and Fishers exact tests and techniques for analysing nonparametric data
Learn advanced techniques based on the general linear model, including ANOVA, ANCOVA, multiple linear regression and logistic regression
Use and interpret statistics for business and quality improvement, medical and public health and education and psychology
Communicate with statistics and critique statistical information presented by others

About the Author

Sarah Boslaugh
Sarah Boslaugh holds a PhD in Research and Evaluation from the City University of New York and have been working as a statistical analyst for 15 years, in a variety of professional settings, including the New York City Board of Education, the Institutional Research Office of the City University of New York, Montefiore Medical Center, the Virginia Department of Social Services, Magellan Health Services, Washington University School of Medicine and BJC HealthCare. She has taught statistics in several different contexts and currently teaches Intermediate Statistics at Washington University Medical School. She has published two previous books: An Intermediate Guide to SPSS Programming: Using Syntax for Data Management (SAGE Publications, 2004) and Secondary Data Sources for Public Health (forthcoming from Cambridge U. Press, 2007) and am currently editing the Encyclopaedia of Epidemiology for SAGE Publications (forthcoming, 2007).

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About the Book

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 othersBasic 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 statisticsAdvanced inferential techniques:The General Linear Model
Analysis of Variance (ANOVA) and MANOVAMultiple linear regressionSpecialized techniques:Business and quality improvement statistics
Medical and public health statistics
Educational 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. About the Authors Sarah Boslaugh holds a PhD in Research and Evaluation from the City University of New York and have been working as a statistical analyst for 15 years, in a variety of professional settings, including the New York City Board of Education, the Institutional Research Office of the City University of New York, Montefiore Medical Center, the Virginia Department of Social Services, Magellan Health Services, Washington University School of Medicine, and BJC HealthCare. She has taught statistics in several different contexts and currently teaches Intermediate Statistics at Washington University Medical School. She has published two previous books: An Intermediate Guide to SPSS Programming: Using Syntax for Data Management (SAGE Publications, 2004) and Secondary Data Sources for Public Health (forthcoming from Cambridge U. Press, 2007) and am currently editing the Encyclopedia of Epidemiology for SAGE Publications (forthcoming, 2007). Paul A. Watters PhD CITP, is Head of Data Services at the Medical Research Council's National Survey of Health and Development, which is the oldest of the British birth cohort studies. He is also an honorary senior research fellow at University College London. Dr. Watters is the project manager for the MRC's Data Access Project, and is presently investigating methods for securing investigator access to public health data in large-scale distributed systems in a challenging ethical and legal environment. He has an active research interest in the use of orthogonal and non-orthogonal methods for feature extraction in pattern recognition, especially in biometric applications.



Dr. Paul A. WattersSarah Boslaugh


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Product Details
  • ISBN-13: 9788184045680
  • Publisher: Shroff - O'Reilly
  • Publisher Imprint: Shroff - O'Reilly
  • Language: English
  • ISBN-10: 8184045689
  • Publisher Date: 2008
  • Binding: Paperback
  • No of Pages: 492

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