Understanding Regression Analysis - Info and Reading Options
A Conditional Distribution Approach
By Peter Westfall and Andrea L. Arias
"Understanding Regression Analysis" was published by CRC Press LLC in 2022 - Boca Raton London New York, it has 496 pages and the language of the book is English.
“Understanding Regression Analysis” Metadata:
- Title: ➤ Understanding Regression Analysis
- Authors: Peter WestfallAndrea L. Arias
- Language: English
- Number of Pages: 496
- Publisher: CRC Press LLC
- Publish Date: 2022
- Publish Location: Boca Raton London New York
“Understanding Regression Analysis” Subjects and Themes:
- Subjects: ➤ Mathematics - Regression analysis - Regression Analysis - Analyse de régression - Livres numériques - E-books - BUSINESS & ECONOMICS - Statistics - MATHEMATICS - Probability & Statistics - General - Electronic books
Edition Specifications:
- Pagination: 496
Edition Identifiers:
- The Open Library ID: OL37988138M - OL20752838W
- ISBN-13: 9780367493516 - 9780367458522
- All ISBNs: 9780367493516 - 9780367458522
AI-generated Review of “Understanding Regression Analysis”:
"Understanding Regression Analysis" Description:
Open Data:
"This book unifies diverse regression applications including the classical model, ANOVA models, generalized models including Poisson, Negative binomial, logistic, and survival, neural networks and decision trees under a common umbrella; namely, the conditional distribution model. It explains why the conditional distribution model is the correct model, also explains why the assumptions of the classical regression model are wrong. This one takes a realistic approach from the outset that all models are just approximations. The emphasis is to model Nature's processes realistically, rather than to assume that Nature works in particular, constrained ways"--
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