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CRC Press Understanding Regression Analysis - Reference Book

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Description

Master complex statistical concepts with Understanding Regression Analysis: A Conditional Distribution Approach. Published by CRC Press, this text unifies various regression applications under a single framework. It covers the classical model, ANOVA, and generalized models including Poisson, Negative binomial, logistic, and survival. This book provides a realistic perspective by treating all models as approximations. It explains why the conditional distribution model is the correct approach and offers proofs regarding the limitations of classical regression model assumptions. Readers can also explore modern applications such as neural networks and decision trees through this unified lens.

Key Features

CRC Press provides a unified framework for diverse regression applications including ANOVA and classical models.

The text covers generalized models such as Poisson, Negative binomial, logistic, and survival distributions.

Learn to apply modern statistical methods including neural networks and decision trees.

This book explains the mathematical reasoning behind why the conditional distribution model is the correct model.

Understand the limitations of traditional methods through proofs regarding classical regression model assumptions.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
15 July 2020
Listed Since
21 January 2020

Barcode

No barcode data available

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