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On ordinary ridge regression in generalized linear models
Communications in Statistics - Theory and Methods, 1992In this paper it is shown that an ill-conditioned data matrix has similar effects on the parameter estimator when estimating generalized linear models as when estimating linear regression models.
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The study presented Mult-, and Inverse-ridge regressions for data with or without multicollinearity for certain shrinkage factors. The study considered data of GDP of Nigeria as response, while exchange, unemployment, inflation and foreign direct investment were used as the predictors.
Ebikeme, Tari Emmanuel +2 more
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Ebikeme, Tari Emmanuel +2 more
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Some finite sample properties of generalized ridge regression estimators
Canadian Journal of Statistics, 1980AbstractIn this paper we study the mean square error properties of the generalized ridge estimator. We obtain the exact and the approximate bias and the mean square error of the operational generalized ridge estimator in terms of G( ) functions. We show, among other things, that the operational generalized ridge estimator does not dominate the ordinary
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Minimum Message Length Ridge Regression for Generalized Linear Models
2013This paper introduces an information theoretic model selection and ridge parameter estimation criterion for generalized linear models based on the minimum message length principle. The criterion is highly general in nature, and handles a range of target distributions, including the normal, binomial, Poisson, geometric and gamma distributions ...
Daniel F. Schmidt, Enes Makalic
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A further theoretical result for generalized ridge regression estimators
Economics Letters, 1988zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Generalized ridge regression estimators under the LINEX loss function
Statistical Papers, 1995zbMATH Open Web Interface contents unavailable due to conflicting licenses.
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Improved Generalized Ridge Regression and Its Application
Advances in Applied Mathematics, 2021openaire +1 more source
A thin mantle transition zone beneath the equatorial Mid-Atlantic Ridge
Nature, 2021Matthew R Agius +2 more
exaly
An off-axis hydrothermal vent field near the Mid-Atlantic Ridge at 30° N
Nature, 2001Jeffrey A Karson +2 more
exaly

