Model Selection and Multi-Model Inference 2024 pdf epub mobi 电子书

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发表于2024-04-25

Model Selection and Multi-Model Inference 2024 pdf epub mobi 电子书

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出版者:Springer

作者:Kenneth P. Burnham

出品人:

页数:520

译者:

出版时间:2003-12-4

价格:GBP 104.00

装帧:Hardcover

isbn号码:9780387953649

丛书系列:

图书标签: 机器学习数学计算机科学 statistics Mathematics

Model Selection and Multi-Model Inference 2024 pdf epub mobi 电子书图书描述

A unique and comprehensive text on the philosophy of model-based data analysis and strategy for the analysis of empirical data. The book introduces information theoretic approaches and focuses critical attention on a priori modeling and the selection of a good approximating model that best represents the inference supported by the data. It contains several new approaches to estimating model selection uncertainty and incorporating selection uncertainty into estimates of precision. An array of examples is given to illustrate various technical issues. The text has been written for biologists and statisticians using models for making inferences from empirical data.

Model Selection and Multi-Model Inference 2024 pdf epub mobi 电子书

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