Advanced Statistics for Testing Assumed Causal Relationships

Multiple Regression Analysis Path Analysis Logistic Regression Analysis

Hooshang Nayebi (Autor)

Buch | Hardcover

XII, 113 Seiten

2020 | 1st ed. 2020
Springer International Publishing (Verlag)
978-3-030-54753-0 (ISBN)

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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.

1. Multiple Regression Analysis.- 2. Path Analysis.- 3. Logistic Regression Analysis.

Erscheinungsdatum	18.08.2020
Reihe/Serie	University of Tehran Science and Humanities Series
Zusatzinfo	XII, 113 p. 125 illus., 101 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	178 x 254 mm
Gewicht	394 g
Themenwelt	Mathematik / Informatik ► Mathematik ► Angewandte Mathematik
	Mathematik / Informatik ► Mathematik ► Statistik
	Mathematik / Informatik ► Mathematik ► Wahrscheinlichkeit / Kombinatorik
Schlagworte	Advanced Statistical Techniques • Applied Multivariate Analysis • Casual Relationships • linear regression • Logistic Regression • Multivariate Statistical Methods • Path Analysis • Social Statistics
ISBN-10	3-030-54753-1 / 3030547531
ISBN-13	978-3-030-54753-0 / 9783030547530
Zustand	Neuware