Basics of logistic regression (part 1)

Authors

  • Katarina KOŠMELJ University of Ljubljana, Biotechnical Faculty, Jamnikarjeva 101, SI-1111 Ljubljana, Slovenia

DOI:

https://doi.org/10.14720/aas.2001.77.2.15716

Keywords:

odds, odds ratio, logistic regression

Abstract

The paper presents the statistical test of equal proportions in two groups. The notions ‘odds’ and ‘odds ratio’ are introduced. The main emphasis of the paper is given to the logistic regression model. Only univariate logistic regression model is considered. Interpretation of the parameter estimates for different types of independent variables is presented. The theory is illustrated on several examples.

Published

15. 12. 2001

Issue

Section

Review Article

How to Cite

KOŠMELJ, K. (2001). Basics of logistic regression (part 1). Acta Agriculturae Slovenica, 77(2), 227–238. https://doi.org/10.14720/aas.2001.77.2.15716

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