[R-meta] Fw: Question about the metafor package
Michael Dewey
||@t@ @end|ng |rom dewey@myzen@co@uk
Fri Aug 14 19:05:55 CEST 2020
Dear Safa
I am afraid your data is almost unreadable here. I suspect this may be
because you posted in HTML and this is a plain text list so your e-mail
gets scrambled. When you try again please consider using
dput(insert_your_data_frame_name_here) and posting the result then we
can read it in and see what you see.
Michael
On 14/08/2020 16:26, Safa Aouinti wrote:
> Dear all,
> I would like to generate a meta-regression using the function rma (package metafor) with mods option and I have a question about how we can precise in mods the covariates in each group (TRT and control) ?
> This is an extract of my data
>
>
> |
> Study
> |
> N_TRT
> |
> N_Control
> |
> mean_TRT
> |
> SD_TRT
> |
> mean_Control
> |
> SD_Control
> |
> Age_TRT_mean
> |
> Age_TRT_SD
> |
> male_TRT_pc
> |
> Age_control_mean
> |
> Age_control_SD
> |
> male_control_pc
> |
> |
> [Study1, 2008]
> |
> 86
> |
> 55
> |
> 12.72
> |
> 2.56
> |
> 14.5
> |
> 2.04
> |
> 19.2
> |
> 2.6
> |
> 57
> |
> 21.2
> |
> 6.1
> |
> 60
> |
> |
> [Study2, 2013]
> |
> 43
> |
> 86
> |
> 13.4
> |
> 0.6
> |
> 15.3
> |
> 0.3
> |
> 23.5
> |
> 3.8
> |
> 27.9
> |
> 29.2
> |
> 6.7
> |
> 46.5
> |
> |
> [Study3, 2018]
> |
> 12
> |
> 23
> |
> 17.58
> |
> 2.67
> |
> 18.48
> |
> 1.34
> |
> 24.5
> |
> 3.1
> |
> 100
> |
> 27.04
> |
> 2.91
> |
> 100
> |
> |
> [Study4, 2015]
> |
> 675
> |
> 264
> |
> 31.68
> |
> 5.3
> |
> 33.95
> |
> 4.48
> |
> 18.49
> |
> 4.25
> |
> 57.6
> |
> 19.77
> |
> 4.72
> |
> 51.5
> |
>
> ........
> my code is:
> dat1 <- escalc(measure="SMD", m1i= mean_TRT, sd1i= SD_TRT, n1i=N_TRT, m2i=mean_Control, sd2i=SD_Control, n2i=N_Control, data=metadata, digits = 2)
> res <- metafor::rma(data = dat1, yi = yi, # effect size vi = vi, method = "DL",mods=~............, slab = Study)
>
> I would like to precise in the meta-regression (in mods option) the age in the group TRT (Age_TRT), the age in the group control (Age_control_pc), the percentage of males in the group TRT (male_TRT_pc) and the percentage of males in the group control (male_control_pc). Is-it possible ? or it should be treated differently ?
> The purpose of this meta-regression is to compare the mean difference of a medical test between two groups (treatment 'TRT' and control) and see if the age and the gender (male percentage) influence the results.
> Thank you in advance for your help !
> Best regards.--
> Safa Aouinti Ph.D. in applied Mathematics and Statistics
>
>
>
> [[alternative HTML version deleted]]
>
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--
Michael
http://www.dewey.myzen.co.uk/home.html
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