نتایج جستجو برای: regression modeling

تعداد نتایج: 691622  

Journal: :Insurance Mathematics & Economics 2021

Within the statistical and machine learning literature, regularization techniques are often used to construct sparse (predictive) models. Most strategies only work for data where all predictors treated identically, such as Lasso regression (continuous) linear effects. However, many predictive problems involve different types of require a tailored term. We propose multi-type penalty that acts on...

Journal: :Statistical Analysis and Data Mining 2014
Zubin Abraham Pang-Ning Tan Perdinan Julie Winkler Shiyuan Zhong Malgorzata Liszewska

Regression methods are commonly used to learn the mapping from a set of predictor variables to a continuousvalued target variable such that their prediction errors are minimized. However, minimizing the errors alone may not be sufficient for some applications, such as climate modeling, which require the overall predicted distribution to resemble the actual observed distribution. On the other ha...

Journal: :Journal of the American Statistical Association 2014

Journal: :Journal of the Korea Society of Computer and Information 2014

Journal: :Journal of University of Human Development 2018

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