Questions tagged [funnel-plot]

Used in meta-analysis to display the relationship between effect size and study precision

In an attempt to detect what was originally called publication bias but is now more usually called small study effects a plot was often used to display the primary studies. Conventionally the study effect size is plotted along the $x$-axis and some function of study precision on the $y$-axis. If there is no relationship the plot resembles a funnel with the wide part down. The plot may be supplemented by regression tests. Caution is needed with the plot if either there are few studies or there is much heterogeneity or both.

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How to draw funnel plot using ggplot2 in R?

As title, I need to draw something like this: Can ggplot, or other packages if ggplot is not capable, be used to draw something like this?
lokheart
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Metafor package: bias and sensitivity diagnostics

I am conducting a multi-level meta-analysis that includes some articles with multiple outcomes. Therefore I am using the rma.mv() function. Example code: test.main = rma.mv(yi,vi,random = ~1|ID, data = data) I have two questions: I read in a…
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Alternative funnel plot, without using standard error (SE)

Before submission of my meta-analysis I want to make a funnel plot to test for heterogeneity and publication bias. I have the pooled effect size and the effect sizes from each study, that take values from -1 to +1. I have the sample sizes n1, n2 for…
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How would you visualize a segmented funnel? (and could you do it with Python?)

I saw this post on Moz which presented a segmented marketing funnel: This kind of thing would have quite a bit of value in my job. What I have no idea is how to visualize raw data to show a segmented funnel like this one. The idea is that sales…
Optimesh
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How to standardize proportions from US Census data

In seeing this New York Times graphic on Where Same Sex Couples Live, it appears that the low population counties have the most variation (comparing North Dakota and Ohio, for instance). Presumably some of that variation is because of the lower…
xan
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Libraries for forest and funnel plots

Can anyone recommend me an open source graphic library to create forest and funnel plots? I was aiming at using it on a Java desktop application.
Rui Vieira
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How to draw a funnel plot for an observational meta-analysis which concerns only with prevalence rates (no odds ratios or standard errors etc.)?

I need to draw a funnel plot for my meta-analysis, which is observational and aggregates prevalence rates of a certain medical condition. As far as I know, a funnel plot is a scatter plot of effect size measures against sample sizes. Therefore I…
Vic
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Alternative Egger's test, without using standard error

A simplified regression equation $ES=\frac{a+b}{n_1+n_2}$ has been suggested as an alternative to Egger's regression equation $\frac{ES}{SE}=\frac{a+b}{SE}$, where ES=Effect Size, $n_1$=sample size of the patients, $n_2$=sample size of the controls,…
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Egger's test in SPSS

How can I conduct an Egger's test using SPSS17? For each study included in the meta-analysis I know effect size and sample size of patients and controls groups.
Staty Despair
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Egger’s linear regression method intercept in meta analysis

In Meta analysis, how to interpret the Egger’s linear regression method intercept (B0) 10.34631, 95% confidence interval (1.05905, 19.63357), with t=3.54535, df=3. The 1-tailed p-value (recommended) is 0.01911, and the 2-tailed p-value is 0.03822. I…
DrWho
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Funnel Plot Question

Hopefully someone can assist a bit, I just came across a funnel plot that I can not interpret. I have a feeling it is due to the high heterogeneity in the Meta-analysis. (I2= 92%) Basically, this was a systematic review assessing the incidence of h…
James Bee
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Funnel plot with asymmetrical point sizes

Lets say I want to take the usual funnel plot for meta-analysis, and add another dimension to it, visually changing the points used for each study by a covariate. While it might be easier to change the marker or color for categorical variables, for…
Fomite
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How to calculate SE for the ratio of two proportions?

I have evaluated the prevalence (proportion) of a disease in men and women, in different studies available in the literature. So I have sample sizes for men and women (in different studies) and also know the number of the affected people in each…
Vic
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Doubt regarding Funnel plot in Meta Analysis using Metafor in R

II tried to do a Funnel plot of a dataset for a disease-prevention paper, view dataset here. Got the plot, but am worried it is wrong.The dataset contains the Hazard ratio(HR), Lower control limit(LCL), Upper control limit(UCL) and the Standard…
iFoundNemo
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Find interesting segment automatically in funnel analysis

This is a feature that I came across in Mixpanel and really enjoy it, but I haven't figure out how to do it myself (so I can use it on some other dataset). Use case I have a funnel (which I defined myself), and looks like this For step 1's data,…
cqcn1991
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