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Empirical research on poverty today often goes beyond a focus on income to consider other dimensions of well-being. However, relatively few multidimensional poverty measures explicitly consider time, despite its particular relevance to women's double burden of paid and unpaid work. We construct...
Persistent link: https://www.econbiz.de/10012886778
The ongoing digital transformation has raised hopes for ICT-based climate protection within manufacturing industries, such as dematerialized products and energy efficiency gains. However, ICT also consume energy as well as resources, and detrimental effects on the environment are increasingly...
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Understanding the interconnected nature of rising carbon emissions and income inequality is crucial to achieve social and ecological sustainability. Multiple studies on their relationship suggest a complex association structure. Novel distributional copula models can uncover such complex...
Persistent link: https://www.econbiz.de/10014264701
In this paper we construct simultaneous confidence bands for a smooth curve using penalized spline estimators. We consider three types of estimation methods: (i) as a standard (fixed effect) nonparametric model, (ii) using the mixed model framework with the spline coefficients as random effects...
Persistent link: https://www.econbiz.de/10004967596
Challenging research in various fields has driven a wide range of methodological advances in variable selection for regression models with high-dimensional predictors. In comparison, selection of nonlinear functions in models with additive predictors has been considered only more recently....
Persistent link: https://www.econbiz.de/10010698292
A new computational algorithm for estimating the smoothing parameters of a multidimensional penalized spline generalized model with anisotropic penalty is presented. This new proposal is based on the mixed model representation of a multidimensional P-spline, in which the smoothing parameter for...
Persistent link: https://www.econbiz.de/10010693275