利用外部数据的汇总信息，对部分协变量具有复杂非线性影响的数据进行整合分析

IF 1.8 4区数学 Q1 STATISTICS & PROBABILITY

American Statistician Pub Date : 2024-06-17 DOI:10.1080/00031305.2024.2368799

Jia Liang, Shuo Chen, Peter Kochunov, L. Elliot Hong, Chixiang Chen

引用次数: 0

摘要

在探索复杂特征的研究中，完整的参数和线性规范可能不足以捕捉复杂的模式，例如那些调查大脑功能与年龄相关变化的研究。

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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Integrative data analysis where partial covariates have complex non-linear effects by using summary information from an external data

A full parametric and linear specification may be insufficient to capture complicated patterns in studies exploring complex features, such as those investigating age-related changes in brain functi...

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来源期刊

American Statistician 数学-统计学与概率论

CiteScore

3.50

自引率

5.60%

发文量

审稿时长

>12 weeks

期刊介绍： Are you looking for general-interest articles about current national and international statistical problems and programs; interesting and fun articles of a general nature about statistics and its applications; or the teaching of statistics? Then you are looking for The American Statistician (TAS), published quarterly by the American Statistical Association. TAS contains timely articles organized into the following sections: Statistical Practice, General, Teacher''s Corner, History Corner, Interdisciplinary, Statistical Computing and Graphics, Reviews of Books and Teaching Materials, and Letters to the Editor.