[精品图书]]Dynamic Mixed Models for Familial Longitudinal Data

是 否 +2 论坛币

k人 参与回答

经管之家送您一份

应届毕业生专属福利!

求职就业群

赵安豆老师微信：zhaoandou666

经管之家联合CDA

送您一个全额奖学金名额~ !

立即领取

感谢您参与论坛问题回答

经管之家送您两个论坛币！

+2 论坛币

Dynamic Mixed Models for Familial Longitudinal Data

Springer 2011

Provides a clear direction for accurate familial and longitudinal data analysis by presenting differences between the familial and longitudinal correlation models

• Deals with non-stationary longitudinal correlations caused by time dependent covariates
• Offers an appropriate level of theoretical detail for graduate students, professors and other researchers, along with easy and interesting
• illustrations of real life data analysis
  

This book provides a theoretical foundation for the analysis of discrete data such as count and binary data in the longitudinal setup. Unlike the existing books, this book uses a class of auto-correlation structures to model the longitudinal correlations for the repeated discrete data that accommodates all possible Gaussian type auto-correlation models as special cases including the equi-correlation models. This new dynamic modelling approach is utilized to develop theoretically sound inference techniques such as the generalized quasi-likelihood (GQL) technique for consistent and efficient estimation of the underlying regression effects involved in the model, whereas the existing ‘working’ correlations based GEE (generalizedestimating equations) approach has serious theoretical limitations both for consistent and efficient estimation, and the existing random effects based correlations approach is not suitable to model the longitudinal correlations. The book has exploited the random effects carefully only to model the correlations of the familial data. Subsequently, this book has modelled the correlations of the longitudinal data collected from the members of a large number of independent families by using the class of auto-correlation structures conditional on the random effects. The book also provides models and inferences for discrete longitudinal data in the adaptive clinical trial set up.The book is mathematically rigorous and provides details for the development of estimation approaches under selected familial and longitudinal models. Further, while the book provides special cares for mathematics behind the correlation models, it also presents theillustrations of the statistical analysis of various real life data.
This book will be of interest to the researchers including graduate students in biostatistics and econometrics, among other applied statistics research areas. Brajendra Sutradhar is a University Research Professor at Memorial University in St. John’s, Canada. He is an elected member of the International Statistical Institute and a fellow of the American Statistical Association. He has published about 110 papers in statistics journals in the area of multivariate analysis, time series analysis including forecasting, sampling, survival analysis for correlated failure times, robust inferences in generalized linear mixed models with outliers, and generalized linear longitudinal mixed models with bio-statistical and econometric applications. He has served as an associate editor for six years for Canadian Journal of Statistics and for four years for the Journal of Environmental and Ecological Statistics. He has served for 3 years as a member of the advisory committee on statistical methods in Statistics Canada. Professor Sutradhar was awarded 2007 distinguished service award of Statistics Society of Canada for his many years of services to thesociety including his special services for society’s annual meetings.

http://www.springer.com/statistics/statistical+theory+and+methods/book/978-1-4419-8341-1你绝对没有看错。。高清矢量版（从同学电脑上拷过来的，赚点币币好下几个东西，哈哈！）

本帖隐藏的内容

Brajendra C. Sutradhar-Dynamic Mixed Models for Familial Longitudinal Data -Spri.pdf (3.94 MB, 需要: 300 个论坛币)

2014-4-18 10:43:32 上传

需要: 300 个论坛币  [购买]

扫码加我 拉你入群

请注明：姓名-公司-职位

以便审核进群资格，未注明则拒绝

分享0 收藏1 回帖

关键词：Longitudinal mixed model Longitudina Dynamic models direction between caused detail

                [精品图书下载]

Dynamic Mixed Models for Familial Longitudinal Data

SPringer出的书都是精品啊！

thanks

Springer的啊 牛B！！！

太贵了吧

热昏了！！！！！

买不起啊~太贵了~