Contact
How to shop
Delivery
Shopping guide
Multivariate Longitudinal Data Analysis
English
180 b
Delivery to Austria
30-day return policy
Customers also purchased
/
Paperback
30.79
€
/
Paperback
15.99
€
/
Paperback
16.69
€
/
Paperback
24.39
€
Longitudinal data (LD) occurs when repeated measurements from the same subject are observed over time. In this book, exploratory data analysis (EDA) and models are utilized jointly to analyze LD which leads to stronger and better justified conclusions. Here we catalog the general principles of EDA for multivariate LD, and illustrate the use of the linked brushing approach for studying the mean structure over time. We also introduce models for multivariate longitudinal binary data: Marginalized transition random effects models (MTREM). These models exploit the marginal covariate effects while accounting for the dependence across time and responses. The methods are illustrated on several real datasets. It is possible to reveal the unexpected, to explore the interaction between responses and covariates, to observe the individual variations, and to understand structure in multiple dimensions by using these methods. The text includes visualization tools, detailed derivations for the models and computer code examples. This book will be of interest to students and researchers in (bio)statistics, social sciences and related fields.
About the book
English
Give this book today
It's easy
1 Add to cart and choose Deliver as present at the checkout 2 We'll send you a voucher 3 The book will arrive at the recipient's addressYou might also be interested in
/
Paperback
17.09
€
/
Paperback
23.39
€
/
Hardback
197.69
€
Hi! I'm Libroamiko, your book advisor.
How can I help you?