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Diagnostic measures (such as residuals or some summary statistics calculated from residuals) are used to evaluate some aspect of quality of model fit to data.

8 votes
1 answer
169 views

Is there any meaningfully robust approach to conduct a network meta-analysis of diagnostic t...

However, I am not aware of the possibility to conduct network meta-analysis of diagnostic test accuracy studies. … Question: Is there any meaningfully robust approach to conduct a network meta-analysis of diagnostic test accuracy studies? …
Giuseppe Biondi-Zoccai's user avatar
5 votes
2 answers
1k views

Which is the best method for meta-analysis of diagnostic test accuracy studies?

I am conducting a meta-analysis of diagnostic test accuracy studies focusing on myocardial perfusion imaging. … Is there a method which is best for meta-analysis of diagnostic test accuracy studies? Or are they more or less similar? Is there any other method not listed above which is better still? …
Giuseppe Biondi-Zoccai's user avatar
3 votes
1 answer
798 views

Confidence interval of AUC with Reitsma model in mada R package

I am conducting a meta-analysis of diagnostic test accuracy studies comparing myocardial perfusion scintigraphy vs coronary angiography using the mada R package. …
Giuseppe Biondi-Zoccai's user avatar
2 votes

Diagnostic Meta-Regression with mada in R

If you are interested, here you can find some other useful resources on diagnostic meta-analysis: https://link.springer.com/article/10.1007/s12350-018-01485-y https://www.springer.com/gp/book/9783319789651 … https://www.teachepi.org/courses/meta-analysis-of-diagnostic-test-accuracy/ https://www.stata.com/meeting/spain13/abstracts/materials/sp13_plana.pdf …
Giuseppe Biondi-Zoccai's user avatar
1 vote

Diagnostic accuracy meta-analysis using MADA in R

You can indeed use the mada R package, by means of the madauni command for univariate meta-analysis and the SummaryPts command for bivariate meta-analysis (the latter being recommended for instance by …
Giuseppe Biondi-Zoccai's user avatar