A logistic regression model for estimation of School teachers opinion: a case study of Terengganu State, Malaysia

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A logistic regression model for estimation of School teachers opinion: a case study of Terengganu State, Malaysia

Author:

Wan Muhamad Amir W Ahmad1, Nor Azlida Aleng2, Zalila Ali3 and Siti Madhihah Abdul Malik4

Affiliation:

^1,2,4Jabatan matematik, Fakulti Sains Teknologi, Malaysia Universiti Malaysia Terenggannu (UMT) Kuala Terengganu, Terengganu Malaysia

³Pusat Pengajian Sains Matematik, Universiti Sains Malaysia (USM) 11800Minden Pulau Pinang malaysia

Keyword:

Multiple logistic regression, Categorical data variables and Receiver Operating Characteristic (ROC).

Issue Date:

April 2013

Abstract:

Logistic regression or logit model is used to predict the probability of occurrence of an event by fitting data to a logit function logistic curve. It is observed that this method is frequently used in social sciences, medical sciences, education sciences and many more. In this present paper, we study the properties of multiple logistic regression using real datasets and present the numerical results regarding to the findings.

Pages:

143-150

ISSN:

2319-8044 (Online) - 2231-346X (Print)

Source:

Vol.23 - No.1

PDF:

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DOI:

jusps-A

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Copy the following to cite this article:

Wan Muhamad Amir W Ahmad1, Nor Azlida Aleng2, Zalila Ali3 and Siti Madhihah Abdul Malik4 , "A logistic regression model for estimation of School teachers opinion: a case study of Terengganu State, Malaysia ", Journal of Ultra Scientist of Physical Sciences, Volume 23, Issue 1, Page Number 143-150, 2016

Copy the following to cite this URL:

Available from: https://www.ultrascientist.org/paper/691/

This work is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License