توضیحات
This text provides an up-to-date account of the theory and applications of linear models. The authors present a unified theory of inference from linear models with minimal assumptions, not only through least squares theory but also using alternative methods of estimation and testing based on convex loss functions and general estimating equations.; Topics include: sensitivity analysis and model selection; analysis of categorical data based on logic, loglinear and logistic regression models; incomplete data sets; matrix theory; neural networks; and details of software available for the models covered throughout the book.
جزئیات کتاب
فرمت
کیندل
صفحات
444 صفحه
زبان
انگلیسی
منتشر شده
مه 14, 2014
ناشر
Springer
نسخهها
2 نسخه
ISBN-10
0387227520
ISBN-13
9780387227528