Comparisons of Theoritical Binary Models

Authors

  • Mohd Saifullah Rusiman
  • Zalina Mohd Daud
  • Ismail Mohamad

DOI:

https://doi.org/10.11113/matematika.v23.n.388

Abstract

The purpose of this paper is to discuss the theory of the logit model, probit model and a linear probability model. Comparison of the model in terms of parameter $ \ beta_k $ performed using maximum likelihood and weighted least squares method. Several other test comparisons are shown as multicollinearity, residual test, hypothesis testing, goodness-of-fit and diagnostic data as well as remote data influential. Keywords: logit model; probit model; linear probability model; maximum likelihood method; method of Ordinary Least Square distributions; Weighted least squares method.

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Published

01-06-2007

How to Cite

Rusiman, M. S., Mohd Daud, Z., & Mohamad, I. (2007). Comparisons of Theoritical Binary Models. MATEMATIKA, 23, 51–66. https://doi.org/10.11113/matematika.v23.n.388

Issue

Section

Mathematics