Yazar "Al-Taweel, Younus" için listeleme
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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 ...
