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Title Details:
MULTIPLE REGRESSION AND CORRELATION
Authors: Petridis, Dimitrios
Reviewer: Siardos, Georgios
Subject: MATHEMATICS AND COMPUTER SCIENCE > MATHEMATICS > STATISTICS > MULTIVARIATE ANALYSIS
MATHEMATICS AND COMPUTER SCIENCE > MATHEMATICS > STATISTICS
MATHEMATICS AND COMPUTER SCIENCE > MATHEMATICS > STATISTICS > APPLICATIONS
Keywords:
Multivariate Analysis
Multiple Regression
Ordinal Regression
Multinomial Regression
Regression Diagnostics
Principal Component Analysis
Factor Analysis
Cluster Analysis
MANOVA
Discriminant Analysis
Chaid And Cart Classification Models
Canonical Correlation
Correspondence Analysis
Reciprocal Averaging
Redundancy Analysis
Canonical Correspondence Analysis
Case Studies
Logistic Regression
Binomial Regression
Item Analysis
Description:
Table of Contents:
Multiple regression equation
Analysis of variance in multiple regression analysis
Multiple correlation
Best-set and step-wise selection of important variables
Diagnostics for the reliability and validity of regression equations
Dummy variables
Comparisons between multiple regression equations
Misuse of multiple regression analysis
Polynomial regression analysis
Case study of multiple regression analysis
Technical Editors: Koumartzis, Nikolaos
Graphic Editors: Koumartzis, Nikolaos
Type: Chapter
Creation Date: 2015
Item Details:
License: http://creativecommons.org/licenses/by-nc-sa/3.0/gr
Handle http://hdl.handle.net/11419/2127
Bibliographic Reference: Petridis, D. (2015). MULTIPLE REGRESSION AND CORRELATION [Chapter]. In Petridis, D. 2015. ANALYSIS OF MULTIVARIATE TECHNIQUES [Undergraduate textbook]. Kallipos, Open Academic Editions. https://hdl.handle.net/11419/2127
Language: Greek
Is Part of: ANALYSIS OF MULTIVARIATE TECHNIQUES
Number of pages 42
Publication Origin: Kallipos, Open Academic Editions