Regressive Models for Analysing and Predictions of Discrete Time Competing Risks from Repeated Measures
January 2, 2017 – 7:24pm
Full Title:
Regressive Models for Analysing and Predictions of Discrete Time Competing Risks from Repeated Measures
Speaker:
R. I. Chowdhury
Institute of Statistical Research and Training, University of Dhaka
Date/Time:
Tuesday, January 10, 2017, 11.30 a.m. – 12.30 p.m.
Venue:
ISRT Seminar Room
ABSTRACT
In many cohort studies, we may observe repeated outcomes with competing events. Events may occur within an interval or time to events itself are discrete. The occurrences of events at different stages produce a trajectory of events for study subjects. Objectives are to model such data efficiently and prediction of unconditional trajectory probabilities for a subject with specified covariate vectors. We extended the binary regressive logistic model for multinomial outcomes and proposed a framework to predict unconditional trajectory probabilities. Also, multistate Markov model is used for the same and results are compared. The regressive modelling approach is very flexible which allows assessing the effects of past outcomes on the current one and requires to fit a single model for a stage. The proposed model is exemplified using Health and Retirement Study (HRS) data from the USA.
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 ]
The Institute of Statistical Research and Training (ISRT), University of Dhaka, successfully conducted a training program titled “Stata for Applied Statistics and Data Science” from November 10 to December 1, ... [ Read More ]
We’re excited to share that the ISRT football team secured a fantastic win in the first match of the second round in the Dhaka University inter-department football tournament 2024! On ... [ Read More ]
ISRT Students’ Club has organized a collaborative seminar with Banglalink, one of the leading telecom companies in Bangladesh, titled “Data Science in Telecommunications”. Two leading experts from Banglalink, S M ... [ Read More ]
Special Issue: Advances in Improved Estimations and Inferences: Honoring the Contributions of A. K. Md. Ehsanes Saleh The Journal of Statistical Research (JSR) is honored to announce the publication of a ... [ Read More ]
Mailing Address
Director,
Institute of Statistical Research and Training (ISRT)
University of Dhaka
Dhaka 1000, Bangladesh