Detailed Information
Cited 0 time in 
Cited 0 time in 
Cited 0 time in
Metadata Downloads
Goodness of link tests for binary response data
- Authors
- 여인권
- Issue Date
- Aug-2001
- Publisher
- 한국통계학회
- Keywords
- Fisher information matrix; Power transformation; Score test
- Citation
- 한국통계학회 논문집 (Communications for Statistical Applications and Methods), v.8, no.2, pp 357 - 366
- Pages
- 10
- Journal Title
- 한국통계학회 논문집 (Communications for Statistical Applications and Methods)
- Volume
- 8
- Number
- 2
- Start Page
- 357
- End Page
- 366
- ISSN
- 2287-7843
2383-4757
- Abstract
- The present paper develops a method to check the propriety of link functions for binary data. In order to parameterize a certain type of goodness of the link, a family of link functions indexed by a shape parameter is proposed. I first investigate the maximum likelihood estimation of the shape parameter as well as regression parameters and then derive their large sample behaviors of the estimators. A score test is considered to evaluate the goodness of the current link function. For illustration, I employ two families of power transformations, the modulus transformation by John and Draper (1980) and the extended power transformation by Yeo and Johnson (2000), which are appropriate to detect symmetric and asymmetric inadequacy of the selected link function. respectively.
- Files in This Item
- Go to Link
- Appears in
Collections - 이과대학 > 통계학과 > 1. Journal Articles
Items in ScholarWorks are protected by copyright, with all rights reserved, unless otherwise indicated.