A review and comparison of arm‐based versus contrast‐based network meta‐analysis for binary outcomes—Understanding their differences and limitations
Network meta‐analysis (NMA) is a statistical procedure to simultaneously compare multiple
interventions. Despite the added complexity of performing an NMA compared with the …
interventions. Despite the added complexity of performing an NMA compared with the …
[HTML][HTML] Bayesian network meta-analysis methods for combining individual participant data and aggregate data from single arm trials and randomised controlled trials
J Singh, S Gsteiger, L Wheaton, RD Riley… - BMC medical research …, 2022 - Springer
Background Increasingly in network meta-analysis (NMA), there is a need to incorporate non-
randomised evidence to estimate relative treatment effects, and in particular in cases with …
randomised evidence to estimate relative treatment effects, and in particular in cases with …
[HTML][HTML] Tipping point analysis for the between-arm correlation in an arm-based evidence synthesis
Systematic reviews and meta-analyses are essential tools in contemporary evidence-based
medicine, synthesizing evidence from various sources to better inform clinical decision …
medicine, synthesizing evidence from various sources to better inform clinical decision …
Choice of link functions for generalized linear mixed models in meta-analyses of proportions
Two-step approaches for synthesizing proportions in a meta-analysis require first
transforming the proportions to a scale where their distribution across studies can be …
transforming the proportions to a scale where their distribution across studies can be …
Bayesian adaptive design for covariate‐adaptive historical control information borrowing
Interest in incorporating historical data in the clinical trial has increased with the rising cost of
conducting clinical trials. The intervention arm for the current trial often requires prospective …
conducting clinical trials. The intervention arm for the current trial often requires prospective …
Network meta-analysis made simple: a composite likelihood approach
Network meta-analysis, also known as mixed treatments comparison meta-analysis or
multiple treatments meta-analysis, extends conventional pairwise meta-analysis by …
multiple treatments meta-analysis, extends conventional pairwise meta-analysis by …
Investigating methods for incorporating real world data in health technology assessment decision-making: application in rheumatoid arthritis
J Singh - 2023 - figshare.le.ac.uk
This thesis addresses the issue of incorporating real world data (RWD) on treatment
effectiveness into the health technology assessment (HTA) process. Evidence synthesis …
effectiveness into the health technology assessment (HTA) process. Evidence synthesis …