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Bayesian statistics and modelling
Bayesian statistics is an approach to data analysis based on Bayes' theorem, where
available knowledge about parameters in a statistical model is updated with the information …
available knowledge about parameters in a statistical model is updated with the information …
Risk of acute myocardial infarction with NSAIDs in real world use: bayesian meta-analysis of individual patient data
Objective To characterise the determinants, time course, and risks of acute myocardial
infarction associated with use of oral non-steroidal anti-inflammatory drugs (NSAIDs) …
infarction associated with use of oral non-steroidal anti-inflammatory drugs (NSAIDs) …
Methods to estimate the between‐study variance and its uncertainty in meta‐analysis
Meta‐analyses are typically used to estimate the overall/mean of an outcome of interest.
However, inference about between‐study variability, which is typically modelled using a …
However, inference about between‐study variability, which is typically modelled using a …
On using Bayesian methods to address small sample problems
D McNeish - Structural Equation Modeling: A Multidisciplinary …, 2016 - Taylor & Francis
As Bayesian methods continue to grow in accessibility and popularity, more empirical
studies are turning to Bayesian methods to model small sample data. Bayesian methods do …
studies are turning to Bayesian methods to model small sample data. Bayesian methods do …
Automated generation of node‐splitting models for assessment of inconsistency in network meta‐analysis
Network meta‐analysis enables the simultaneous synthesis of a network of clinical trials
comparing any number of treatments. Potential inconsistencies between estimates of …
comparing any number of treatments. Potential inconsistencies between estimates of …
Improving transparency and replication in Bayesian statistics: The WAMBS-Checklist.
Bayesian statistical methods are slowly cree** into all fields of science and are becoming
ever more popular in applied research. Although it is very attractive to use Bayesian …
ever more popular in applied research. Although it is very attractive to use Bayesian …
Indirect and mixed‐treatment comparison, network, or multiple‐treatments meta‐analysis: many names, many benefits, many concerns for the next generation …
G Salanti - Research synthesis methods, 2012 - Wiley Online Library
The ever increasing number of alternative treatment options and the plethora of clinical trials
have put systematic reviews and meta‐analysis under a new perspective by emphasizing …
have put systematic reviews and meta‐analysis under a new perspective by emphasizing …
Consistency and inconsistency in network meta‐analysis: model estimation using multivariate meta‐regression
Network meta‐analysis (multiple treatments meta‐analysis, mixed treatment comparisons)
attempts to make the best use of a set of studies comparing more than two treatments …
attempts to make the best use of a set of studies comparing more than two treatments …
A new prediction method based on VMD-PRBF-ARMA-E model considering wind speed characteristic
Y Zhang, Y Zhao, C Kong, B Chen - Energy Conversion and Management, 2020 - Elsevier
With the characteristics of randomness, fluctuation, nonlinearity and uncertainty, wind speed
affects the stability of wind power system. In order to improve the safety and stability of wind …
affects the stability of wind power system. In order to improve the safety and stability of wind …
Influence of reported study design characteristics on intervention effect estimates from randomized, controlled trials
Published evidence suggests that aspects of trial design lead to biased intervention effect
estimates, but findings from different studies are inconsistent. This study combined data from …
estimates, but findings from different studies are inconsistent. This study combined data from …