Titlebook: Machine Learning for Econometrics and Related Topics; Vladik Kreinovich,Songsak Sriboonchitta,Woraphon Y Book 2024 The Editor(s) (if appli

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,Effects of Household Income and Parental Absence on Investment in Child Education in Thailand: Evidardless of parental presence in the households. With the exception of households where only the mother is present because the father works elsewhere or for other reasons, low-income households have a relatively low income elasticity of educational expenditure. The results of this study allow policym

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,What Makes a Good Model?,lly the truth or high probability of model constituents, based on accepted assumptions, along with predictive ability, are what make a model good. The best model is one in which the complete cause of the observable is specified.

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,Quantifying Fairness and Discrimination in Predictive Models,s become interested in the subject, offering an interesting re-reading of the topic. These questions are the consequences of numerous criticisms of algorithms used to translate texts or to identify people in images. With the arrival of massive data, and the use of increasingly opaque algorithms, it

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,Using Machine Learning Methods to Estimate the Gender Wage Gap,aditionally the GWG has been estimated using regression models based on Mincer-type wage equations controlling for individual, job and firm characteristics. Recently the literature has shifted towards understanding the relevance of methodological choices in estimating the GWG, including new machine