Tag: nonlinear regression

November 5, 2025 / Mohammed looti

POISSON REGRESSION MODEL

Introduction and Definition of the Poisson Regression Model The Poisson Regression Model is a specialized form of generalized linear model (GLM) utilized extensively in statistics and quantitative research, particularly when the dependent variable represents count data. Unlike traditional linear regression, which assumes a normally distributed outcome variable and is appropriate for continuous data, Poisson regression […]

September 30, 2025 / Mohammed looti

NONLINEAR REGRESSION MODEL

Nonlinear Regression Model: A Comprehensive Review Abstract Nonlinear regression models are a powerful tool for analyzing and predicting complex data. This paper provides a comprehensive review of the various types of nonlinear regression models, including linear, polynomial, spline, and nonparametric models. The advantages and disadvantages of each type of model are discussed in detail, as […]