Generalized linear models with crossed nonparametric random effects
July 25, 2010 – 4:55am
Full Title:
Generalized linear models with crossed nonparametric random effects
Speaker:
M Tariqul Hasan, PhD
Department of Mathematics and Statistics
University of New Brunswick
Fredericton, NB, Canada
Date/Time:
Tuesday, July 27, 2010, 1500
Venue:
ISRT Seminar Room
ABSTRACT
In social, health and environmental sciences, many data are collected with a known but complex underlying structure. Over the past three decades, multilevel modeling techniques have been extensively used to account nested data structures. However the underlying data structures are often more complex and cannot be fitted into a nested structure. This complexity of the data structure may arise due to fact that the observations are cross-classified and an observation does not belong to one member of the classification. As the existing frequentist modeling approaches have limitations to analyze such data, we propose generalized linear models with crossed nonparametric random effect. For estimating the model parameters, we propose the estimating equation based on BLUP (best linear unbiased predictors) of random effects. We illustrate the methodology with analysis of the child respiratory illness data.
On February 25, 2025, third-year Applied Statistics students visited Gazipur Agricultural University as part of their AST301: Design and Analysis of Experiments II course. The trip provided insights into the practical applications ... [ Read More ]
The ISRT Students’ Club organized a lively and heartwarming Pitha Utshob on January 29, 2025, celebrating the rich tradition of Bengali winter delicacies. The event brought together students, faculty, and ... [ Read More ]
The Institute of Statistical Research and Training (ISRT) hosted its Annual Picnic 2025 at Shohag Polli Resort, located in Chandra, Gazipur, on Wednesday, January 15, 2025. The event was a ... [ Read More ]
ISRT is pleased to announce the successful completion of the 26th batch’s study tour from December 17 to December 23. During this week-long journey, students explored key sites in Rangamati, ... [ Read More ]
The Institute of Statistical Research and Training (ISRT) proudly announces another milestone achievement at the 2025 ISI World Statistics Congress (WSC). The biennial event, to be held in Hague from ... [ Read More ]
Mailing Address
Director,
Institute of Statistical Research and Training (ISRT)
University of Dhaka
Dhaka 1000, Bangladesh