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Model Averaging and Dimension Selection for the Singular Value Decomposition

机译：奇异值分解的模型平均与维数选择

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Many multivariate data analysis techniques for an m x n matrix Y are related to the model Y = M+E, where Y is an m x n matrix of full rank and M is an unobserved mean matrix of rank K.

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作者
Hoff, P. D.;
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年度 2006
页码 1-25
总页数 25
原文格式 PDF
正文语种 eng
中图分类工业技术;
关键词
Mathematical models; Multivariate analysis; Monte carlo method; Bayes theorem; Markov processes; Factor analysis;

机译：数学模型;多元分析;蒙特卡罗方法;贝叶斯定理;马尔可夫过程;因子分析;

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专利

1. Model Averaging and Dimension Selection for the Singular Value Decomposition [J] . Peter D. Hoff Journal of the American statistical association . 2007,第478期

机译：奇异值分解的模型平均和维数选择
2. Design Two-Dimensional IIR Filters Based on Clonal Selection Algorithm with Singular Value Decomposition [J] . Te-JenSu, Tsang-ChiYang, Wen-PinTsai, Research Letters in Signal Processing . 2007,第1期

机译：基于具有奇异值分解的克隆选择算法设计二维IIR滤波器
3. NEW TOOLS OF CYBERNETICS, INFORMATICS, COMPUTER ENGINEERING, AND SYSTEMS ANALYSIS: MODEL SELECTION CRITERIA FOR A LINEAR MODEL TO SOLVE DISCRETE ILL-POSED PROBLEMS ON THE BASIS OF SINGULAR DECOMPOSITION AND RANDOM PROJECTION [J] . E. G. Revunova Cybernetics and Systems Analysis . 2016,第4期

机译：cybertics，信息学，计算机工程和系统分析的新工具：基于奇异分解和随机投影的线性模型求解离散不适定问题的模型选择标准
4. Privacy preserving processing of high dimensional data classification based on sample selection and Singular Value Decomposition [C] . Jain Priyank, Tapashetti Pratibha, Umesh A.S., 2013 IEEE International Conference on Control, Automation, Robotics and Embedded Systems . 2013

机译：基于样本选择和奇异值分解的高维数据分类隐私保护处理
5. Feature Selection by Singular Value Decomposition for Reinforcement Learning [D] . Behzadian, Bahram. 2019

机译：通过奇异值分解进行特征选择以进行强化学习
6. Variable selection models for genomic selection using whole-genome sequence data and singular value decomposition [O] . Theo H. E. Meuwissen, Ulf G. Indahl, Jørgen Ødegård 2017

机译：使用全基因组序列数据和奇异值分解进行基因组选择的变量选择模型
7. Model averaging and dimension selection for the singular value decomposition [O] . Peter D. Hoff 2007

机译：奇异值分解的模型平均和维度选择

Model Averaging and Dimension Selection for the Singular Value Decomposition

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