Title
Applied Longitudinal Data Analysis: Modeling Change And Event Occurrence,Used
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Change Is Constant In Everyday Life. Infants Crawl And Then Walk, Children Learn To Read And Write, Teenagers Mature In Myriad Ways, The Elderly Become Frail And Forgetful. Beyond These Natural Processes And Events, External Forces And Interventions Instigate And Disrupt Change: Test Scores May Rise After A Coaching Course, Drug Abusers May Remain Abstinent After Residential Treatment. By Charting Changes Over Time And Investigating Whether And When Events Occur, Researchers Reveal The Temporal Rhythms Of Our Lives. Applied Longitudinal Data Analysis Is A Muchneeded Professional Book For Empirical Researchers And Graduate Students In The Behavioral, Social, And Biomedical Sciences. It Offers The First Accessible Indepth Presentation Of Two Of Today'S Most Popular Statistical Methods: Multilevel Models For Individual Change And Hazard/Survival Models For Event Occurrence (In Both Discrete And Continuoustime). Using Clear, Concise Prose And Real Data Sets From Published Studies, The Authors Take You Step By Step Through Complete Analyses, From Simple Exploratory Displays That Reveal Underlying Patterns Through Sophisticated Specifications Of Complex Statistical Models.Applied Longitudinal Data Analysis Offers Readers A Private Consultation Session With Internationally Recognized Experts And Represents A Unique Contribution To The Literature On Quantitative Empirical Methods.Visit Http://Www.Ats.Ucla.Edu/Stat/Examples/Alda.Htm For:Bl Downloadable Data Setsbl Library Of Computer Programs In Sas, Spss, Stata, Hlm, Mlwin, And Morebl Additional Material For Data Analysis
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- Q: How many pages are in this book? A: This book contains six hundred forty-four pages. It provides extensive coverage of longitudinal data analysis topics.
- Q: What is the binding type of this book? A: The binding type is hardcover. This makes it durable and suitable for frequent use in research settings.
- Q: What are the dimensions of this book? A: The dimensions are nine point five four inches in length, six point four six inches in width, and one point four two inches in height.
- Q: Who is the author of this book? A: The author is Judith D. Singer. She is recognized for her expertise in statistical methods for empirical research.
- Q: What is the main focus of this book? A: The book focuses on applied longitudinal data analysis. It covers statistical methods for modeling change and event occurrence.
- Q: Is this book suitable for beginners? A: Yes, this book is suitable for both empirical researchers and graduate students. It offers accessible explanations of complex statistical methods.
- Q: How can I apply the methods in this book? A: You can apply the methods by following the step-by-step analyses provided. Real data sets from published studies are included for practical understanding.
- Q: Is this book appropriate for social science research? A: Yes, it is specifically designed for social, behavioral, and biomedical sciences. It addresses the analytical needs of these research fields.
- Q: What kind of statistical methods are covered? A: The book covers multilevel models for individual change and hazard/survival models for event occurrence. These are popular statistical techniques in longitudinal analysis.
- Q: Are there additional resources available with this book? A: Yes, the book provides links to downloadable data sets and a library of computer programs for data analysis. Visit the provided website for more information.
- Q: Can I use this book for advanced statistical training? A: Yes, this book is a valuable resource for advanced statistical training. It covers sophisticated specifications for complex statistical models.
- Q: What kind of examples are included in the book? A: The book includes real data sets from published studies as examples. This helps illustrate the application of the statistical methods discussed.
- Q: Is this book useful for longitudinal studies? A: Yes, it is highly useful for conducting longitudinal studies. It is tailored to help researchers analyze changes over time effectively.
- Q: What is the publisher of this book? A: The publisher is Oxford University Press, USA. It is known for academic and professional publications.
- Q: Does this book cover both discrete and continuous-time models? A: Yes, it covers both discrete and continuous-time models for event occurrence. This comprehensive approach aids diverse research applications.
- Q: How does this book contribute to quantitative empirical methods? A: This book represents a unique contribution by providing an accessible presentation of complex statistical methods for empirical researchers.