Survival analysis / H.J. Vaman, Prabhanjan Narayanachar Tattar
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..
| Medienart: |
E-Book |
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| Erscheinungsjahr: |
2023 |
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| Erschienen: |
Boca Raton, FL: CRC Press, ; 2023 |
| Ausgabe: |
First edition. |
| Sprache: |
Englisch |
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| Beteiligte Personen: |
Vaman, H. J. [VerfasserIn] |
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| Links: |
www.taylorfrancis.com [lizenzpflichtig] |
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| ISBN: |
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| Themen: |
COMPUTERS / Machine Theory |
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| Umfang: |
1 online resource (xii, 284 pages). |
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| doi: |
10.1201/9781003306979 |
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| funding: |
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| Förderinstitution / Projekttitel: |
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| PPN (Katalog-ID): |
183261297X |
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| 100 | 1 | |a Vaman, H. J. |e verfasserin |4 aut | |
| 245 | 1 | 0 | |a Survival analysis |c H.J. Vaman, Prabhanjan Narayanachar Tattar |
| 250 | |a First edition. | ||
| 264 | 1 | |a Boca Raton, FL |b CRC Press, |c 2023 | |
| 300 | |a 1 online resource (xii, 284 pages). | ||
| 336 | |a Text |b txt |2 rdacontent | ||
| 337 | |a Computermedien |b c |2 rdamedia | ||
| 338 | |a Online-Ressource |b cr |2 rdacarrier | ||
| 520 | |a 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. | ||
| 650 | 0 | |a Survival analysis (Biometry) | |
| 650 | 0 | |a Clinical trials |x Statistical methods | |
| 650 | 4 | |a COMPUTERS / Machine Theory | |
| 650 | 4 | |a MATHEMATICS / Probability & Statistics / General | |
| 700 | 1 | |a Tattar, Prabhanjan |d 1979- |e verfasserin |4 aut | |
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