使用变维度变量进行局部回归的投影方法

IF 1.4 2区数学 Q2 STATISTICS & PROBABILITY

Journal of Computational and Graphical Statistics Pub Date : 2024-05-20 DOI:10.1080/10618600.2024.2357636

Matthew J. Heiner, Garritt L. Page, Fernando Andrés Quintana

引用次数: 0

摘要

众所周知，不完整的协变量向量会给模型参数的估计和推断带来问题，但它们对预测性能的影响却鲜为人知。我们开发了一种估算-...

本文章由计算机程序翻译，如有差异，请以英文原文为准。

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A Projection Approach to Local Regression with Variable-Dimension Covariates

Incomplete covariate vectors are known to be problematic for estimation and inferences on model parameters, but their impact on prediction performance is less understood. We develop an imputation-f...

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来源期刊

Journal of Computational and Graphical Statistics 数学-统计学与概率论

CiteScore

3.50

自引率

8.30%

发文量

153

审稿时长

>12 weeks

期刊介绍： The Journal of Computational and Graphical Statistics (JCGS) presents the very latest techniques on improving and extending the use of computational and graphical methods in statistics and data analysis. Established in 1992, this journal contains cutting-edge research, data, surveys, and more on numerical graphical displays and methods, and perception. Articles are written for readers who have a strong background in statistics but are not necessarily experts in computing. Published in March, June, September, and December.