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Applied Longitudinal Analysis,New
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Praise For The First Edition'. . . [This Book] Should Be On The Shelf Of Everyone Interested In . . . Longitudinal Data Analysis.'Journal Of The American Statistical Associationfeatures Newly Developed Topics And Applications Of The Analysis Of Longitudinal Dataapplied Longitudinal Analysis, Second Edition Presents Modern Methods For Analyzing Data From Longitudinal Studies And Now Features The Latest Stateoftheart Techniques. The Book Emphasizes Practical, Rather Than Theoretical, Aspects Of Methods For The Analysis Of Diverse Types Of Longitudinal Data That Can Be Applied Across Various Fields Of Study, From The Health And Medical Sciences To The Social And Behavioral Sciences.The Authors Incorporate Their Extensive Academic And Research Experience Along With Various Updates That Have Been Made In Response To Reader Feedback. The Second Edition Features Six Newly Added Chapters That Explore Topics Currently Evolving In The Field, Including: Fixed Effects And Mixed Effects Models Marginal Models And Generalized Estimating Equations Approximate Methods For Generalized Linear Mixed Effects Models Multiple Imputation And Inverse Probability Weighted Methods Smoothing Methods For Longitudinal Data Sample Size And Powereach Chapter Presents Methods In The Setting Of Applications To Data Sets Drawn From The Health Sciences. New Problem Sets Have Been Added To Many Chapters, And A Related Website Features Sample Programs And Computer Output Using Sas, Stata, And R, As Well As Data Sets And Supplemental Slides To Facilitate A Complete Understanding Of The Material.With Its Strong Emphasis On Multidisciplinary Applications And The Interpretation Of Results, Applied Longitudinal Analysis, Second Edition Is An Excellent Book For Courses On Statistics In The Health And Medical Sciences At The Upperundergraduate And Graduate Levels. The Book Also Serves As A Valuable Reference For Researchers And Professionals In The Medical, Public Health, And Pharmaceutical Fields As Well As Those In Social And Behavioral Sciences Who Would Like To Learn More About Analyzing Longitudinal Data.
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- Q: How many pages does the book have? A: The book has seven hundred fifty-two pages. This length provides extensive coverage of longitudinal data analysis methods and applications.
- Q: What is the binding type of this book? A: The book is hardcover. This ensures durability and longevity, making it suitable for frequent use.
- Q: What are the dimensions of the book? A: The book measures six inches in length, one point three inches in width, and nine point twenty-one inches in height. These dimensions make it easy to handle and store.
- Q: What topics does this book cover? A: The book covers advanced topics in longitudinal data analysis, including fixed effects models and multiple imputation. It is ideal for those seeking to deepen their understanding in this field.
- Q: Who is the author of the book? A: The book is authored by Garrett M. Fitzmaurice. He is well-known for his expertise in biostatistics and longitudinal data analysis.
- Q: Is this book suitable for beginners? A: Yes, the book is suitable for upper-undergraduate and graduate students. It emphasizes practical applications, making it accessible to those new to the subject.
- Q: Can this book be used for self-study? A: Yes, this book is excellent for self-study. It includes problem sets and supplemental materials that facilitate independent learning.
- Q: What fields can benefit from this book? A: This book is beneficial for health sciences, social sciences, and behavioral sciences. Its multidisciplinary approach makes it relevant across various academic fields.
- Q: Are there any updates in this edition? A: Yes, the second edition features new chapters and updated techniques. It reflects the latest advancements in longitudinal data analysis.
- Q: What kind of resources are included with the book? A: The book includes sample programs and computer output using SAS, Stata, and R. It also has a related website for additional resources.
- Q: How do I store this book to maintain its condition? A: Store the book in a cool, dry place away from direct sunlight. This will help preserve its binding and prevent damage.
- Q: Can I return the book if I am not satisfied? A: Yes, you can return the book if you are not satisfied. Be sure to check the specific return policy of the retailer.
- Q: What should I do if the book arrives damaged? A: If the book arrives damaged, contact the retailer for a replacement or refund. Provide evidence of the damage, such as photographs.
- Q: Is this book appropriate for professionals in the field? A: Yes, this book serves as a valuable reference for professionals in medical, public health, and pharmaceutical fields. Its comprehensive coverage is suitable for ongoing education.
- Q: Does this book include practice problems? A: Yes, the book includes new problem sets throughout many chapters. These exercises enhance understanding and application of the material.
- Q: What is the main focus of the book? A: The main focus of the book is on practical methods for analyzing longitudinal data. It prioritizes real-world applications over theoretical discussions.