Effect of Misspecification on a Multi Treatment Two Stage Adaptive Design for Survival Outcomes

Multi-treatment two stage adaptive design for survival responses is generally developed under different assumptions. In this work, we explore the performance of such a design when the assumptions are violated. As a choice of design, we consider a specific design of Bhattacharya and Shome (2019), which uses random censoring, exponential response, Koziol-Green model (Koziol and Green, 1976), etc. Several ethical and inferential criteria of the design are studied under model misspecification for different parameter configurations as well as for a data arising from a real clinical trial. IJSS, Vol. 24(2) Special, December, 2024, pp 67-79

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Publication Details

Journal
International Journal of Statistical Sciences
Published
2024-12-23
DOI
https://doi.org/10.3329/ijss.v24i20.78215
Citations
1
Primary Topic
Health Systems, Economic Evaluations, Quality of Life
Type
article
Field-Weighted Citation Impact
1.13
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article

Effect of Misspecification on a Multi Treatment Two Stage Adaptive Design for Survival Outcomes

Soumyadeep Das, Rahul Bhattacharya
1 citations
International Journal of Statistical Sciences
Health Systems, Economic Evaluations, Quality of Life
1.13
article

Effect of Misspecification on a Multi Treatment Two Stage Adaptive Design for Survival Outcomes

Soumyadeep Das, Rahul Bhattacharya
article en
1 citations

Abstract

Multi-treatment two stage adaptive design for survival responses is generally developed under different assumptions. In this work, we explore the performance of such a design when the assumptions are violated. As a choice of design, we consider a specific design of Bhattacharya and Shome (2019), which uses random censoring, exponential response, Koziol-Green model (Koziol and Green, 1976), etc. Several ethical and inferential criteria of the design are studied under model misspecification for different parameter configurations as well as for a data arising from a real clinical trial. IJSS, Vol. 24(2) Special, December, 2024, pp 67-79

International Journal of Statistical Sciences
University of Calcutta (IN)
Peace, Justice and strong institutions
Openalex Percentile: Top 10%
Health Systems, Economic Evaluations, Quality of Life
1.13
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