ENGLISH

Advanced Statistics for Testing Assumed Casual Relationships: Multiple Regression Analysis Path Analysis Logistic Regression Analysis

By Hooshang Nayebi

Book information

Publisher
Springer International Publishing;Springer
Year
2020
ISBN
9783030547530, 9783030547547
DOI
10.1007/978-3-030-54754-7
Language
english
Format
PDF
Filesize
7 MB (7729566 bytes)
Series
University of Tehran Science and Humanities Series
Edition
1st ed.
Pages
XII, 113\124
Time added
2021-01-06 05:41:07
Statistics; Applied Statistics; Mathematics in the

Description

This book concentrates on linear regression, path analysis and logistic regressions, the most used statistical techniques for the test of causal relationships. Its emphasis is on the conceptions and applications of the techniques by using simple examples without requesting any mathematical knowledge. It shows multiple regression analysis accurately reconstructs the causal relationships between phenomena. So, it can be used to test the hypotheses about causal relationships between variables. It presents that potential effects of each independent variable on the dependent variable are not limited to direct and indirect effects. The path analysis shows each independent variable has a pure effect on the dependent variable. So, it can be shown the unique contribution of each independent variable to the variation of the dependent variable. It is an advanced statistical text for the graduate students in social and behavior sciences. It also serves as a reference for professionals and researchers.

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