Your Statistical Consultant: Answers to Your Data Analysis Questions
Autor Rae R. Newton, Kjell Erik Rudestamen Limba Engleză Hardback – 28 feb 1999
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Specificații
ISBN-13: 9780803958227
ISBN-10: 0803958226
Pagini: 313
Dimensiuni: 154 x 241 x 24 mm
Greutate: 0.56 kg
Editura: Sage Publications (CA)
Locul publicării:Thousand Oaks, United States
ISBN-10: 0803958226
Pagini: 313
Dimensiuni: 154 x 241 x 24 mm
Greutate: 0.56 kg
Editura: Sage Publications (CA)
Locul publicării:Thousand Oaks, United States
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Recenzii
"I wish I had owned this book in graduate school. Instead of searching for busy professors to answer my statistical questions, I could have obtained timely and easy-to-understand answers in the page of this well-written and user-friendly text."
"It is more than a reference work. It is a very well-written general work on statistics problems."
"It is more than a reference work. It is a very well-written general work on statistics problems."
"It is more than a reference work. It is a very well-written general work on statistics problems."
"It is more than a reference work. It is a very well-written general work on statistics problems."
Cuprins
PART ONE: GETTING STARTED WITH STATISTICAL ANALYSIS
How Do I Prepare Data for Statistical Analysis?
How Do I Examine Data Prior to Analysis?
PART TWO: THE LOGIC OF STATISTICAL ANALYSIS: ISSUES REGARDING THE NATURE OF STATISTICS AND STATISTICAL TESTS
Traditional Approaches to Statistical Analysis and the Logic of Statistical Inference
Rethinking Traditional Paradigms
Power, Effect Size and Hypothesis Testing Alternatives
What Are the Assumptions of Statistical Testing?
How Do I Select the Appropriate Statistical Test?
PART THREE: ISSUES RELATED TO VARIABLES AND THEIR DISTRIBUTIONS
How Do I Deal with Non-Normality, Missing Values and Outliers?
Types of Variables and Their Treatment in Statistical Analysis
PART FOUR: UNDERSTANDING THE BIG TWO: MAJOR QUESTIONS ABOUT ANALYSIS OF VARIANCE AND REGRESSION ANALYSIS
Questions about Analysis of Variance
Questions about Multiple Regression Analysis
The Bigger Picture
How Do I Prepare Data for Statistical Analysis?
How Do I Examine Data Prior to Analysis?
PART TWO: THE LOGIC OF STATISTICAL ANALYSIS: ISSUES REGARDING THE NATURE OF STATISTICS AND STATISTICAL TESTS
Traditional Approaches to Statistical Analysis and the Logic of Statistical Inference
Rethinking Traditional Paradigms
Power, Effect Size and Hypothesis Testing Alternatives
What Are the Assumptions of Statistical Testing?
How Do I Select the Appropriate Statistical Test?
PART THREE: ISSUES RELATED TO VARIABLES AND THEIR DISTRIBUTIONS
How Do I Deal with Non-Normality, Missing Values and Outliers?
Types of Variables and Their Treatment in Statistical Analysis
PART FOUR: UNDERSTANDING THE BIG TWO: MAJOR QUESTIONS ABOUT ANALYSIS OF VARIANCE AND REGRESSION ANALYSIS
Questions about Analysis of Variance
Questions about Multiple Regression Analysis
The Bigger Picture
Notă biografică
Rae R. Newton is Professor of Sociology Emeritus at California State University Fullerton. He recently joined the faculty of the School of Psychology at Fielding Graduate University where he serves as a research consultant and statistical advisor to doctoral students and faculty. He received his Ph.D. in sociology from the University of California, Santa Barbara, and completed postdoctoral training in mental health measurement at Indiana University. His primary interests include longitudinal modeling of outcomes for high risk youth and foster care populations, family violence and graduate educaton. He is author, with Kjell Erik Rudestam, of Surviving Your dissertation: A comprehensive Guide to Content and Process, now in its third edition. In semi-retirement he enjoys traveling with his wife in their RV and surfing throughout Mexico and Central America.
Descriere
This comprehensive guide introduces, describes, and makes recommendations regarding difficult statistical problems and techniques. The authors: discuss common problems by addressing often asked questions; provide a conceptual overview of topics and techniques; give accounts of new topics of debates; and highlight and explain key terms and points.