Applications of Regression Techniques

• Main Authors: Pal, Manoranjan (Author, http://id.loc.gov/vocabulary/relators/aut), Bharati, Premananda (http://id.loc.gov/vocabulary/relators/aut)
• Corporate Author: SpringerLink (Online service)
• Format: Electronic eBook
• Language: English
• Published: Singapore : Springer Singapore : Imprint: Springer, 2019.
• Edition: 1st ed. 2019.
• Subjects: Statistics .; Econometrics.; Statistics for Business, Management, Economics, Finance, Insurance.; Statistical Theory and Methods.

This book discusses the need to carefully and prudently apply various regression techniques in order to obtain the full benefits. It also describes some of the techniques developed and used by the authors, presenting their innovative ideas regarding the formulation and estimation of regression decom...

Table of Contents:

• Chapter 1: Introduction to Regression Analysis and an overview of the techniques used in the book
• Chapter 2: Regression Decomposition Technique towards Finding Intra-Household Gender Bias of Calorie Consumption
• Chapter 3: Estimation of Poverty Rates by Calorie Decomposition Method
• Chapter 4: Estimating Calorie-Poverty Rates through Regression
• Chapter 5: Contribution of Regressors: A Set Theoretic Approach
• Chapter 6: Estimation of Hidden Markov Chain through Regression
• Chapter 7: Finding Geometric Mean and Aggregate Growth Rate through regression
• Chapter 8: Summary and Discussions.