SURVIVAL ANALYSIS

by VAMAN, H J. TATTAR, PRABHANJAN NARAYANACHAR

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Title Statements

Full title :SURVIVAL ANALYSIS

Edition Statements

Publication Date:2022.

Publication Statements

Publisher(s):CRC Press
Place of Publication:S.l
Language:eng
Publication Date:2022.

The Physical Object

Description:1 online resource

Edition Identifiers

ISBN:9781000624007, 1000624005, 9781000624076, 1000624072, 9781003306979, 1003306977
DOI:10.1201/9781003306979
oclc:on1334944854
Dewey Decimal:610.724

I Classical Survival Analysis. 1. Lifetime Data and Concepts. 2 Core Concepts. 3. Inference -- Estimation. 4. Inference -- Statistical Tests. 5. Regression Models. 6. Further Topics in Regression Models. 7. Model Selection.II Machine Learning Methods. Why Machine Learning? 8. Survival Trees. 9. Ensemble Survival Analysis. 10. Neural Network Survival Analysis. 11. Complementary Machine Learning Techniques. Bibliography. Index.