GAMCR paper: Data

NIAID Data Ecosystem2026-05-02 收录

水文响应估计

广义加性模型

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https://zenodo.org/record/15180910 数据链接链接失效反馈

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资源简介：

This archive contains the final pre-processed real and synthetic data used in the GAMCR paper: Data-Driven Estimation of the hydrologic response via GeneralizedAdditive Models.

创建时间：

2025-04-09

Generalized Additive Models for Gigadata: Modeling the U.K. Black Smoke Network Daily Data

空气污染监测

广义加性模型

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

DataCite Commons2020-09-04 更新90

Robust Estimation for Generalized Additive Models

稳健估计

广义加性模型

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 -

DataCite Commons2020-09-05 更新80

BAMLSS: Bayesian Additive Models for Location, Scale and Shape (and Beyond)

贝叶斯分析

广义加性模型

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

DataCite Commons2020-08-31 更新60

Scalable Visualization Methods for Modern Generalized Additive Models

广义加性模型

数据可视化

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

DataCite Commons2020-08-27 更新90

Topsoil carbon concentration estimates from the Countryside Survey of Great Britain, 2007 using a generalized additive model

土壤碳

广义加性模型

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

GAMCR paper: Data

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