Asymptotic results in censored zero-inflated Poisson regression. Issue 12 (18th June 2021)
- Record Type:
- Journal Article
- Title:
- Asymptotic results in censored zero-inflated Poisson regression. Issue 12 (18th June 2021)
- Main Title:
- Asymptotic results in censored zero-inflated Poisson regression
- Authors:
- Nguyen, Van Trinh
Dupuy, Jean-François - Abstract:
- Abstract: This paper investigates properties of the maximum-likelihood estimator (MLE) in the zero-inflated Poisson regression model with randomly right-censored counts. Consistency and asymptotic normality of the MLE are rigorously established. A thorough simulation study is conducted to assess the finite-sample behavior of the MLE.
- Is Part Of:
- Communications in statistics. Volume 50:Issue 12(2021)
- Journal:
- Communications in statistics
- Issue:
- Volume 50:Issue 12(2021)
- Issue Display:
- Volume 50, Issue 12 (2021)
- Year:
- 2021
- Volume:
- 50
- Issue:
- 12
- Issue Sort Value:
- 2021-0050-0012-0000
- Page Start:
- 2759
- Page End:
- 2779
- Publication Date:
- 2021-06-18
- Subjects:
- Count data -- excess of zeros -- large-sample properties -- simulations
62J12 -- 62F12
Mathematical statistics -- Periodicals
Mathematics
Statistics
519.2 - Journal URLs:
- http://www.tandfonline.com/ ↗
- DOI:
- 10.1080/03610926.2019.1676442 ↗
- Languages:
- English
- ISSNs:
- 0361-0926
- Deposit Type:
- Legaldeposit
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library DSC - 3363.432000
British Library DSC - BLDSS-3PM
British Library HMNTS - ELD Digital store - Ingest File:
- 17004.xml