Introduction to Regression Modeling 1st Edition by Bovas Abraham, Johannes Ledolter ISBN 978-0534420758 0534420753

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Product details: 

ISBN 10:   0534420753

ISBN 13: 978-0534420758

Author: Bovas Abraham, Johannes Ledolter

Looking for an easy-to-understand text to guide you through the tough topic of regression modeling? INTRODUCTION TO REGRESSION MODELING (WITH CD-ROM) offers a blend of theory and regression applications and will give you the practice you need to tackle this subject through exercises, case studies. and projects that have you identify a problem of interest and collect data relevant to the problem’s solution. The book goes beyond linear regression by covering nonlinear models, regression models with time series errors, and logistic and Poisson regression models.

Table of contents: 

CHAPTER 1 – Introduction to Regression Models
CHAPTER 2 – Simple Linear Regression
CHAPTER 3 – A Review of Matrix Algebra and Important Results on Random Vectors
CHAPTER 4 – Multiple Linear Regression Model
CHAPTER 5 – Specification Issues in Regression Models
CHAPTER 6 – Model Checking
CHAPTER 7 – Model Selection
CHAPTER 8 – Case Studies in Linear Regression
CHAPTER 9 – Nonlinear Regression Models
CHAPTER 10 – Regression Models for Time Series Situations
CHAPTER 11 – Logistic Regression
CHAPTER 12 – Generalized Linear Models and Poisson Regression

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Tags: Bovas Abraham, Johannes Ledolter, Introduction to Regression