Unobserved heterogeneity and the comparison of coefficients across nested logistic regression models: how to avoid comparing apples and oranges

被引：14

作者：

Brzoska, Patrick ^{[1
]}

Sauzet, Odile ^{[2
]}

Breckenkamp, Jurgen ^{[2
]}

机构：

[1] Tech Univ Chemnitz, Inst Sociol, Fac Behav & Social Sci, Epidemiol Unit, Chemnitz, Germany

[2] Bielefeld Univ, Sch Publ Hlth, Dept Epidemiol & Int Publ Hlth, Bielefeld, Germany

来源：

INTERNATIONAL JOURNAL OF PUBLIC HEALTH | 2017年 / 62卷 / 04期

关键词：

MEDICAL REHABILITATION; GERMANY; PROBIT; LOGIT;

D O I：

10.1007/s00038-016-0918-5

中图分类号：

R1 [预防医学、卫生学];

学科分类号：

1004 ; 120402 ;

摘要：

[No abstract available]

引用

页码：517 / 520

页数：4

共 10 条

[1] COMPARING REGRESSION-COEFFICIENTS ACROSS MODELS
CASELLA, G
[J]. AMERICAN STATISTICIAN, 1988, 42 (01): : 91 - 91
[2] Testing Inference from Logistic Regression Models in Data with Unobserved Heterogeneity at Cluster Levels
Ayis, Salma
[J]. COMMUNICATIONS IN STATISTICS-SIMULATION AND COMPUTATION, 2009, 38 (06) : 1202 - 1211
[3] Comparing Coefficients Across Subpopulations in Gaussian Mixture Regression Models
Shin-Fu Tsai
[J]. Journal of Agricultural, Biological and Environmental Statistics, 2019, 24 : 610 - 633
[4] Comparing Coefficients Across Subpopulations in Gaussian Mixture Regression Models
Tsai, Shin-Fu
[J]. JOURNAL OF AGRICULTURAL BIOLOGICAL AND ENVIRONMENTAL STATISTICS, 2019, 24 (04) : 610 - 633
[5] Comparing Regression Coefficients Between Nested Linear Models for Clustered Data With Generalized Estimating Equations
Yan, Jun
Aseltine, Robert H., Jr.
Harel, Ofer
[J]. JOURNAL OF EDUCATIONAL AND BEHAVIORAL STATISTICS, 2013, 38 (02) : 172 - 189
[6] A comparison of mixed effects logistic regression models for binary response data with two nested levels of clustering
Ten Have, TR
Kunselman, AR
Tran, L
[J]. STATISTICS IN MEDICINE, 1999, 18 (08) : 947 - 960
[7] Comparing Regression Coefficients Between Same-sample Nested Models Using Logit and Probit: A New Method
Karlson, Kristian Bernt
Holm, Anders
Breen, Richard
[J]. SOCIOLOGICAL METHODOLOGY 2012, VOL 42, 2012, 42 : 286 - 313
[8] A comparison of some existing and novel methods for integrating historical models to improve estimation of coefficients in logistic regression
Boonstra, Philip S.
del Pino, Pedro Orozco
[J]. JOURNAL OF THE ROYAL STATISTICAL SOCIETY SERIES A-STATISTICS IN SOCIETY, 2024,
[9] Covariance Regression Models for Studying Treatment Effect Heterogeneity Across One or More Outcomes: Understanding How Treatments Shape Inequality
Bloome, Deirdre
Schrage, Daniel
[J]. SOCIOLOGICAL METHODS & RESEARCH, 2021, 50 (03) : 1034 - 1072
[10] A Comparison of Seven Cox Regression-Based Models to Account for Heterogeneity Across Multiple HIV Treatment Cohorts in Latin America and the Caribbean
Giganti, Mark J.
Luz, Paula M.
Caro-Vega, Yanink
Cesar, Carina
Padgett, Denis
Koenig, Serena
Echevarria, Juan
McGowan, Catherine C.
Shepherd, Bryan E.
[J]. AIDS RESEARCH AND HUMAN RETROVIRUSES, 2015, 31 (05) : 496 - 503

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