Introductory Statistical Procedures with SPSS

Author(s): Muhammad Arslan Nasir, Hassan S. Bakouch and Farrukh Jamal

DOI: 10.2174/9789815039023122010008

Regression and Correlation

Pp: 103-130 (28)

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Abstract

SHS investigation development is considered from the geographical and historical viewpoint. 3 stages are described. Within Stage 1 the work was carried out in the Department of the Institute of Chemical Physics in Chernogolovka where the scientific discovery had been made. At Stage 2 the interest to SHS arose in different cities and towns of the former USSR. Within Stage 3 SHS entered the international scene. Now SHS processes and products are being studied in more than 50 countries.

Abstract

This chapter gives a short overview of the basic concepts of probabilistic and deterministic models, regression, regression lines, residuals, coefficient of determination, residuals and standard deviation of regression. Correlation and Spearman rank correlation are also under study. Two multivariate techniques, multiple regression and principal component analysis are also discussed. The procedures for the computations are given in SPSS

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