The Concordance Correlation Coefficient for Repeated Measures Estimated by Variance Components

被引:76
作者
Carrasco, Josep L. [1 ]
King, Tonya S. [2 ]
Chinchilli, Vernon M. [2 ]
机构
[1] Univ Barcelona, Dept Publ Hlth, Barcelona, Spain
[2] Penn State Univ, Dept Publ Hlth Sci, Hershey, PA USA
关键词
Concordance; Linear mixed models; Longitudinal analysis; Variance components;
D O I
10.1080/10543400802527890
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
The concordance correlation coefficient (CCC) is an index that is commonly used to assess the degree of agreement between observers on measuring a continuous characteristic. Here, a CCC for longitudinal repeated measurements is developed through the appropriate specification of the intraclass correlation coefficient from a variance components linear mixed model. A case example and the results of a simulation study are provided.
引用
收藏
页码:90 / 105
页数:16
相关论文
共 11 条
[1]   Modeling concordance correlation via GEE to evaluate reproducibility [J].
Barnhart, HX ;
Williamson, JM .
BIOMETRICS, 2001, 57 (03) :931-940
[2]   Estimating the generalized concordance correlation coefficient through variance components [J].
Carrasco, JL ;
Jover, L .
BIOMETRICS, 2003, 59 (04) :849-858
[3]   Comparison of concordance correlation coefficient estimating approaches with skewed data [J].
Carrasco, Josep L. ;
Jover, Lluis ;
King, Tonya S. ;
Chinchilli, Vernon M. .
JOURNAL OF BIOPHARMACEUTICAL STATISTICS, 2007, 17 (04) :673-684
[4]  
Cressie NAC, 1993, STAT SPATIAL DATA, DOI [10.1002/9781119115151, DOI 10.1002/9781119115151]
[5]  
HARVILLE DA, 1977, J AM STAT ASSOC, V72, P320, DOI 10.2307/2286796
[6]   A repeated measures concordance correlation coefficient [J].
King, Tonya S. ;
Chinchilli, Vernon M. ;
Carrasco, Josep L. .
STATISTICS IN MEDICINE, 2007, 26 (16) :3095-3113
[7]   A CONCORDANCE CORRELATION-COEFFICIENT TO EVALUATE REPRODUCIBILITY [J].
LIN, LI .
BIOMETRICS, 1989, 45 (01) :255-268
[8]   MODELING THE DROP-OUT MECHANISM IN REPEATED-MEASURES STUDIES [J].
LITTLE, RJA .
JOURNAL OF THE AMERICAN STATISTICAL ASSOCIATION, 1995, 90 (431) :1112-1121
[9]  
McCulloch CE., 2001, GEN LINEAR MIXED MOD
[10]   Applying concepts of generalizability theory on clinical trial data to investigate sources of variation and their impact on reliability [J].
Vangeneugden, T ;
Laenen, A ;
Geys, H ;
Renard, D ;
Molenberghs, G .
BIOMETRICS, 2005, 61 (01) :295-304