Modelling of Students‘ Performance with Logistic Regression

Lieferzeit: Lieferbar innerhalb 14 Tagen

49,90 

ISBN: 3659286605
ISBN 13: 9783659286605
Autor: Adejumo, Adebowale Olusoila/Adetunji, Ademola Abiodun
Verlag: LAP Lambert Academic Publishing
Umfang: 108 S.
Erscheinungsdatum: 21.12.2016
Auflage: 1/2016
Format: 0.8 x 22 x 15
Gewicht: 179 g
Produktform: Kartoniert
Einband: Kartoniert

Beschreibung

The problem of incessant decline in academic performance of Nigeria students in recent years cannot be over emphasized. Despite importance attached to academic performance, researchers have shown that students performance is declining. Ordinal Logistic Regression (Proportional Odds Model) is used to model the data and the results reveal that only sex of students is not a determinant factor of final grade that students may attained at graduation. This research also finds that there is equal chance for both male and female students to graduate from a university with First Class and also that younger students perform better than the older ones.Cochran-Mantel-Haenszel (CMH) statistics also reveal that odds of a student graduating with High Grade (Second Class Upper and above) is about half of graduating with Low Grade (Second Class Lower and below). Breslow-Day and Tarones statistics show that the odds ratio across the ten departments (relating to age at entry & final grade and sex & final grade) are all equal.

Autorenporträt

Dr. A. O. Adejumo is an Associate Professor of Statistics, Department of Statistics, University of Ilorin. He had his Ph.D (Dr. rer. nat)(2005) from LMU Munich, Germany. He is married to Engr.Dr.(Mrs.) Oluyemisi A. Adejumo with five children. He specializes in Modelling, Biostatistics, Time Series and Categorical Data Analysis.

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