Yazar "Al-Taweel, Younus" için listeleme
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Adjusted explained variation measure for zero-inflated poisson regression model
Al-Taweel, Younus; Algamal, Zakariya Yahya (Işık University Press, 2026-05-01)Explained variation measures are very popular in regression models. They explain the amount of variation in the dependent variable by the explanatory variables. In some situations, a small sample size is available in ... -
Almost unbiased ridge estimator in the zero-inated Poisson regression model
Al-Taweel, Younus; Algamal, Zakariya (Işık University Press, 2022)The zero-inflated Poisson regression (ZIP) model is a very popular model for count data that have extra zeros. In some situations, the count data are correlated and so multicollinearity exists among the explanatory variables. ... -
Uncertainty quantification of multivariate Gaussian process regression for approximating multivariate computer codes
Al-Taweel, Younus (Işık University Press, 2024-07)Gaussian process regression (GPR) models have become popular as fast alternative models for complex computer codes. For complex computer code (CC) with multivariate outputs, a GPR model can be constructed separately for ...
