Goodness-of-fit test for hazard rate. Issue 2 (2nd April 2020)
- Record Type:
- Journal Article
- Title:
- Goodness-of-fit test for hazard rate. Issue 2 (2nd April 2020)
- Main Title:
- Goodness-of-fit test for hazard rate
- Authors:
- Vital, Ralph-Antoine
Patil, Prakash - Abstract:
- ABSTRACT: In Pharmacokinetic (PK) and Pharmacodynamic (PD), the hazard rate functions play a central role in modelling time-to-event data. In the context of assessing the appropriateness of a given parametric hazard model, Huh, Y., and Hutmacher, M. [(2016), 'Application of a Hazard-based Visual Predictive Check to Evaluate Parametric Hazard Models', Journal of Pharmacokinetics and Pharmacodynamics, 43, 57–71] showed that a hazard-based visual predictive check is as good as a visual predictive check based on the survival function. However, for the lack of objectivity of such a visual method in this paper, we propose a nonparametric goodness-of-fit test for hazard rate functions. Besides having good power properties against the fixed alternatives, the proposed nonparametric kernel-based test also can detect alternatives converging to the null at the rate of N β, β < 1 / 2, where N is the sample size.
- Is Part Of:
- Journal of nonparametric statistics. Volume 32:Issue 2(2020)
- Journal:
- Journal of nonparametric statistics
- Issue:
- Volume 32:Issue 2(2020)
- Issue Display:
- Volume 32, Issue 2 (2020)
- Year:
- 2020
- Volume:
- 32
- Issue:
- 2
- Issue Sort Value:
- 2020-0032-0002-0000
- Page Start:
- 403
- Page End:
- 427
- Publication Date:
- 2020-04-02
- Subjects:
- Goodness-of-fit test -- hazard rate -- local alternatives -- Pitman alternatives -- power of the test -- smoothing parameter
Nonparametric statistics -- Periodicals
519.5 - Journal URLs:
- http://www.tandfonline.com/ ↗
- DOI:
- 10.1080/10485252.2020.1758317 ↗
- Languages:
- English
- ISSNs:
- 1048-5252
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 5022.842200
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 13659.xml