دانلود کتاب Generalized Additive Models

Name: Generalized Additive Models
Availability: InStock
Author: T.J. Hastie
ISBN: 0412343908,9780412343902

by T.J. Hastie, R.J. Tibshirani

عنوان فارسی: مدل های افزایشی تعمیم یافته
ناشر: CRC Press
سال: 1990
زبان: انگلیسی
تعداد صفحه (نسخه چاپی - نسخه الکترونیکی): 352-351
شابک: 0412343908,9780412343902
نوع فایل: PDF دانلود نرم افزار مطالعه
حجم: 9.09 مگابایت

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جزییات کتاب

This book describes an array of power tools for data analysis that are based on nonparametric regression and smoothing techniques. These methods relax the linear assumption of many standard models and allow analysts to uncover structure in the data that might otherwise have been missed. While McCullagh and Nelder's Generalized Linear Models shows how to extend the usual linear methodology to cover analysis of a range of data types, Generalized Additive Models enhances this methodology even further by incorporating the flexibility of nonparametric regression. Clear prose, exercises in each chapter, and case studies enhance this popular text.