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Receiver Operating Characteristic Analysis for Classification and Prediction (Chapman & Hall/CRC Biostatistics Series)

This book presents a unified and up-to date introduction to ROC methodologies, covering both diagnosis (classification) and prediction. It emphasizes the practical implementation of these methods using standard statistical software such as R and STATA. Existing books tend to be specialized and/or focus on the theoretical derivations, with limited discussion of the use of the concepts and methods across diverse scientific fields and modest emphasis on the implementation of the methods.

著者:Christos Nakas Constantine Gatsonis Leonidas Bantis
Isbn 10:1482233703
Isbn 13:978-1482233704
によって公開:2023/12/31
出版社:Chapman and Hall/CRC
言語:英語
寸法と寸法 Receiver Operating Characteristic Analysis for Classification and Prediction (Chapman & Hall/CRC Biostatistics Series):15.57 x 23.5 cm