UID:
almahu_9948563922202882
Format:
XII, 113 p. 125 illus., 101 illus. in color.
,
online resource.
Edition:
1st ed. 2020.
ISBN:
9783030547547
Series Statement:
University of Tehran Science and Humanities Series,
Content:
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.
Note:
1. Multiple Regression Analysis -- 2. Path Analysis -- 3. Logistic Regression Analysis.
In:
Springer Nature eBook
Additional Edition:
Printed edition: ISBN 9783030547530
Additional Edition:
Printed edition: ISBN 9783030547554
Additional Edition:
Printed edition: ISBN 9783030547561
Language:
English
DOI:
10.1007/978-3-030-54754-7
URL:
https://doi.org/10.1007/978-3-030-54754-7
