지원사업
학술연구/단체지원/교육 등 연구자 활동을 지속하도록 DBpia가 지원하고 있어요.
커뮤니티
연구자들이 자신의 연구와 전문성을 널리 알리고, 새로운 협력의 기회를 만들 수 있는 네트워킹 공간이에요.
논문 기본 정보
- 자료유형
- 학술저널
- 저자정보
- 저널정보
- 한국통계학회 CSAM(Communications for Statistical Applications and Methods) CSAM(Communications for Statistical Applications and Methods) 제30권 제1호
- 발행연도
- 2023.1
- 수록면
- 49 - 63 (15page)
이용수
초록· 키워드
오류제보하기
A lot of studies on the summary measures of predictive strength of categorical response models consider the likelihood ratio index (LRI), also known as the McFadden-R<SUP>2</SUP>, a better option than many other measures. We propose a simple modification of the LRI that adjusts for the effect of the number of response categories on the measure and that also rescales its values, mimicking an underlying latent measure. The modified measure is applicable to both binary and ordinal response models fitted by maximum likelihood. Results from simulation studies and a real data example on the olfactory perception of boar taint show that the proposed measure outperforms most of the widely used goodness-of-fit measures for binary and ordinal models. The proposed R<SUP>2</SUP> interestingly proves quite invariant to an increasing number of response categories of an ordinal model.
목차
Abstract
1. Introduction
2. Latent variable motivation
3. The modified measure
4. Simulation study
5. Empirical application
6. Discussion
References
참고문헌 (0)
참고문헌 신청함께 읽어보면 좋을 논문
논문 유사도에 따라 DBpia 가 추천하는 논문입니다. 함께 보면 좋을 연관 논문을 확인해보세요!
-
Statistical tests for biosimilarity based on relative distance between follow-on biologics for ordinal endpoints
CSAM(Communications for Statistical Applications and Methods)
2020 .01
-
스마트 패키지와 무인편의점의 과제
포장계
2019 .01
-
베이지안 순서형 프로빗 준모수 회귀 모형 : 국민건강영양조사 2016 자료를 통한 흡연양태와 커피섭취 간의 관계 분석
응용통계연구
2020 .02
-
A comparative study on differential item functioning detection of three approaches to measurement equivalence
한국데이터정보과학회지
2021 .01
-
Dickey-Fuller Test for an Extended MA Model
Quantitative Bio-Science
2019 .05
-
Marginalized models for longitudinal ordinal data with nonignorable dropout
한국데이터정보과학회지
2019 .03
-
Analysis of Multivariate Binary Random Effect Models using Hierarchical Likelihood Approach
Journal of The Korean Data Analysis Society
2019 .01
-
An R package UnifiedDoseFinding for continuous and ordinal outcomes in Phase I dose-finding trials
CSAM(Communications for Statistical Applications and Methods)
2022 .07
-
Structures of Pseudo Ideal and Pseudo Atom in a Pseudo Q-Algebra
Kyungpook Mathematical Journal
2016 .01
-
Bayesian hierarchical model for the estimation of proper receiver operating characteristic curves using stochastic ordering
CSAM(Communications for Statistical Applications and Methods)
2019 .03
-
Likelihood-based inference for the ratio of shape parameters of generalized exponential distributions
한국데이터정보과학회지
2018 .05
-
Goodness-of-Fit for the Clustered Binomial Models
Journal of The Korean Data Analysis Society
2015 .01
-
ON PSEUDO BH-ALGEBRAS
호남수학학술지
2015 .01
-
A Bayesian inference for fixed effect panel probit model
CSAM(Communications for Statistical Applications and Methods)
2016 .03
-
A Note on the Likelihood Ratio Simultaneous Multivariate Tests
Journal of The Korean Data Analysis Society
2018 .01
-
구조방정식모형에서 주요 적합도 지수들의 제1종 오류에 대한 평가
Journal of The Korean Data Analysis Society
2020 .01
-
Investigating the Determinants of Student Satisfaction in Public Administration Major Courses
Journal of The Korean Data Analysis Society
2016 .01
-
순서형 반응자료에서 유효하고 안전한 용량 결정을 위한 비모수적 방법
한국데이터정보과학회지
2018 .11
-
Simultaneous Test Procedure for ANOVA with Possibly Unequal Variances
Journal of The Korean Data Analysis Society
2018 .01
-
서울시 지하철 2호선 본선구간의 입자상물질 농도 특성 및 미세분진의 오염지도 개발
한국대기환경학회지(국문)
2016 .04
이 논문의 저자 정보
최근 본 자료
댓글(0)
0
UCI(KEPA) : I410-ECN-0101-2023-310-001433255