TY  - BOOK
AU  - Nayebi,Hooshang
ED  - SpringerLink (Online service)
TI  - Advanced Statistics for Testing Assumed Casual Relationships: Multiple Regression Analysis Path Analysis Logistic Regression Analysis 
T2  - University of Tehran Science and Humanities Series,
SN  - 9783030547547
AV  - QA276-280 
U1  - 519.5 23
PY  - 2020///
CY  - Cham
PB  - Springer International Publishing, Imprint: Springer
KW  - Statistics 
KW  - Mathematics
KW  - Social sciences
KW  - Applied mathematics
KW  - Engineering mathematics
KW  - Applied Statistics
KW  - Mathematics in the Humanities and Social Sciences
KW  - Applications of Mathematics
KW  - Statistical Theory and Methods
N1  - 1. Multiple Regression Analysis -- 2. Path Analysis -- 3. Logistic Regression Analysis
N2  - 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
UR  - https://doi.org/10.1007/978-3-030-54754-7
ER  -