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Your Statistical Consultant: Answers to Your Data Analysis Questions

Autor Rae R. Newton, Kjell Erik Rudestam
en Limba Engleză Paperback – 22 oct 2012
Although many graduate students and researchers have had course work in statistics, they sometimes find themselves stumped in proceeding with a particular data analysis question. In fact, statistics is often taught as a lesson in mathematics as opposed to a strategy for answering questions about world[?], leaving beginning researchers at a loss for how to proceed. In these situations, it is common to turn to a statistical expert, the "go to" person when questions regarding appropriate data analysis emerge. Your Statistical Consultant is an authentic alternative resource for describing, explaining, and making recommendations regarding thorny or confusing statistical issues. Written to be responsive to a wide range of inquiries and levels of expertise, this book is flexibly organized so readers can either read it sequentially or turn directly to the sections that correspond to their concerns and questions.
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Specificații

ISBN-13: 9781412997591
ISBN-10: 1412997593
Pagini: 384
Ilustrații: Illustrations
Dimensiuni: 187 x 232 x 21 mm
Greutate: 0.64 kg
Ediția:Second Edition
Editura: SAGE Publications
Colecția Sage Publications, Inc
Locul publicării:Thousand Oaks, United States

Recenzii

This book is valuable for its interpretation of alternative approaches to traditional statistical inferences... The second edition is noticeably updated and clearly replaces the earlier 1999 publication... Just opening it gives a clear road map with key points in italics and key terms in boldface. The links to statistical websites are gems. This textbook supplement is ideal for advanced students, practitioners, and faculty in the social sciences. Summing Up: Highly recommended.

“The best feature of the book is that it covers the analytical processes left out of most research and statistics courses. It is very practical and most importantly, easy to read and understand. I have students continually tell me that they still have their ‘Statistical Consultant’ and they use it all the time.”

Cuprins

Chapter 1. Getting Started With Statistical Analysis: Where Do I Obtain Data and How Do I Prepare Data for Statistical Analysis?
Chapter 2. How Do I Examine Data Prior to Analysis?
Chapter 3. Traditional Approaches to Statistical Analysis and the Logic of Statistical Inference
Chapter 4. Rethinking Traditional Paradigms: Power, Effect Size, and Hypothesis Testing Alternatives
Chapter 5. What Are the Assumptions of Statistical Testing?
Chapter 6. An Introduction to Statistical Models: Explaining Relationship Patterns
Chapter 7. How Do I Select the Appropriate Statistical Test?
Chapter 8. How Do I Deal With Non-Normality, Missing Values, and Outliers?
Chapter 9. Types of Variables and Their Treatment in Statistical Analysis
Chapter 10. Questions about Analysis of Variance
Chapter 11. Questions abuot Multiple Regression Analysis
Chapter 12. The Bigger Picture

Notă biografică


Descriere

Your Statistical Consultant is an authentic alternative resource for describing, explaining, and making recommendations regarding thorny or confusing statistical issues.