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Explanation of generalized additive model
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创建时间：
2017-01-01
相关数据集
Generalized Additive Models for Gigadata: Modeling the U.K. Black Smoke Network Daily Data
We develop scalable methods for fitting penalized regression spline based generalized additive models with of the order of 10 4 coefficients to up to 10 8 data. Computational feasi
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Robust Estimation for Generalized Additive Models
This article studies M -type estimators for fitting robust generalized additive models in the presence of anomalous data. A new theoretical construct is developed to connect the costly M -
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BAMLSS: Bayesian Additive Models for Location, Scale and Shape (and Beyond)
Bayesian analysis provides a convenient setting for the estimation of complex generalized additive regression models (GAMs). Since computational power has tremendously increased in the past decade it
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Scalable Visualization Methods for Modern Generalized Additive Models
In the last two decades, the growth of computational resources has made it possible to handle generalized additive models (GAMs) that formerly were too costly for serious applications. However, the gr
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Topsoil carbon concentration estimates from the Countryside Survey of Great Britain, 2007 using a generalized additive model
This dataset presents modelled estimates of soil carbon concentration (g kg-1) at 1km2 resolution across Great Britain. A Generalized Additive Model approach was used with Countryside Survey soil...
data.gov.uk2024-06-29 更新70
