DefinePK

DefinePK hosts the largest index of Pakistani journals, research articles, news headlines, and videos. It also offers chapter-level book search.

Select Collection

Consistency of the Maximum Likelihood Estimator in Logistic Regression Model: A Different Approach

Article Information

Get PDF View Article
Login to Add in Library

Title: Consistency of the Maximum Likelihood Estimator in Logistic Regression Model: A Different Approach

Authors: Mamunur Rashid, Naima Shifa

Journal: Journal Of Statistics

HEC Recognition History
Category From To
Y 2024-10-01 2025-12-31
Y 2023-07-01 2024-09-30
Y 1900-01-01 2005-06-30

Publisher: Government College University, Lahore.

Country: Pakistan

Year: 2009

Volume: 16

Issue: 1

Language: English

Categories
Estimation (67) Linear Regression (10) Heteroscedasticity (6) Econometrics (4472) Statistics (8857)

Abstract

This article investigates the consistency of maximum likelihood estimators for the logistic regression model using a different approach. In this approach, we verify all the regularity conditions for the logistic regression model needed for consistency of the maximum likelihood estimators. The performance of the maximum likelihood estimators for consistency in the logistic regression model is also examined via standard Monte Carlo simulation study.

Paper summary is not available for this article yet.

Loading PDF...

Loading Statistics...