|
|
libcats.org
Data Analysis Using Regression and Multilevel/Hierarchical ModelsAndrew Gelman, Jennifer HillI got this book while working on an article that involved a hierarchical model with a binary dependent variable - after poking through Radenbush/Bryk and a variety of other texts that left me frustrated. Not only did this book teach me how to properly specify and estimate the model in R, I also learned a lot about interpretation and graphical means of presenting results. I don't think I've read another book that so effectively combines theoretical and practical information, while also being a relatively smooth read - the examples are clear and interesting! In addition to the extensive treatment of hierarchical models, Gelman and Hill also cover non-hierarchical OLS and ML models, plus a variety of other key stats topics. My only quibble is that the accompanying R code on Gelman's website isn't complete - but the fact that they have sample code available at all puts this far beyond most stats books. I wish I had had this book in grad school and look forward to referring to it for years to come.
Популярные книги за неделю:
Проектирование и строительство. Дом, квартира, садАвтор: Петер Нойферт, Автор: Людвиг Нефф
Размер книги: 20.83 Mb
Nucleation (Butterworth 2000)Автор: Dimo KashchievКатегория: Phase transitions
Размер книги: 4.70 Mb
Система упражнений по развитию способностей человека (Практическое пособие)Автор: Петров Аркадий НаумовичКатегория: Путь к себе
Размер книги: 818 Kb
Сотворение мира (3-х томник)Автор: Петров Аркадий НаумовичКатегория: Путь к себе
Размер книги: 817 Kb
Радиолюбительские схемы на ИС типа 555Автор: Трейстер Р.Категория: Электротехника и связь
Размер книги: 13.64 Mb
Genki 1: An Integrated Course in Elementary Japanese 1Автор: Eri Banno, Автор: Yutaka Ohno, Автор: Yoko Sakane, Автор: Chikako Shinagawa, Автор:
Размер книги: 172.22 Mb
Только что пользователи скачали эти книги:
Compiler Construction: Principles and PracticeАвтор: Kenneth C. LoudenКатегория: Техника, Строительство
Размер книги: 6.36 Mb
How to Make and Use a Magic Mirror: Psychic Windows into New WorldsАвтор: Donald Tyson
Размер книги: 33.00 Mb
|
|
|