TY - JOUR
T1 - Assessing local cluster influence in generalized linear mixed models
AU - Xiang, Liming
AU - Lee, Andy H.
AU - Tse, Siu-Keung
PY - 2003/5
Y1 - 2003/5
N2 - This paper investigates local influence measures for assessing cluster influence in generalized linear mixed models. Several cluster-specific perturbation schemes are considered. The proposed local influence diagnostics are applied to analyse maternity length of inpatient stay data where individual observations are nested within hospitals and the relative performance of hospitals is of interest.
AB - This paper investigates local influence measures for assessing cluster influence in generalized linear mixed models. Several cluster-specific perturbation schemes are considered. The proposed local influence diagnostics are applied to analyse maternity length of inpatient stay data where individual observations are nested within hospitals and the relative performance of hospitals is of interest.
UR - http://www.scopus.com/inward/record.url?scp=0037401723&partnerID=8YFLogxK
UR - https://www.scopus.com/record/pubmetrics.uri?eid=2-s2.0-0037401723&origin=recordpage
U2 - 10.1080/0266476032000035395
DO - 10.1080/0266476032000035395
M3 - RGC 21 - Publication in refereed journal
SN - 0266-4763
VL - 30
SP - 349
EP - 359
JO - Journal of Applied Statistics
JF - Journal of Applied Statistics
IS - 4
ER -