[R] pairwise deletion in regression models

Adel Daoud adel.daoud at sociology.gu.se
Wed Jul 13 10:00:29 CEST 2016


Thanks Petr for the suggestion.



I just took the regtools package for a quick test drive. It looks
promising, but it still needs further development to make it a viable
option. You will not get a standard regression output (as in lm or glm),
only the regression coefficients (without standard errors). I will be happy
to try it out once it is more robust.



I am a bit puzzled that the R universe seems to lack a robust package that
allows for pairwise deletion (which is standard in the otherwise poorer
software packages STATA or SPSS…). Would be very happy if anyone can show
me otherwise.

Best,

Adel

--

Adel Daoud, PhD, Researcher

*Newly published:*

* Daoud, Adel and Kohl, Sebastian, *How Much Do Sociologists Write About
Economic Topics? Using Big-Data to Test Some Conventional Views in Economic
Sociology, 1890 to 2014*. Max Planck Institute for the Study of Societies,
Discussion Paper 16/7  <http://www.mpifg.de/pu/mpifg_dp/dp16-7.pdf>

* Daoud, Adel, Björn Halleröd, and Debarati Guha-Sapir, (2016) “What Is the
Association between Absolute Child Poverty, Poor Governance, and Natural
Disasters? A Global Comparison of Some of the Realities of Climate
Change”, *PLoS
ONE* 11(4)
<http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0153296>

*Shailen Nandy, Adel Daoud, David Gordon, (2016), Examining the changing
profile of undernutrition in the context of food price rises and greater
inequality, *Social Science & Medicine*, Volume 149, Pages 153–163
<http://www.sciencedirect.com/science/article/pii/S0277953615302446>


*Department of Sociology and Work Science,*

*University of Gothenburg*

Box 720

405 30, Göteborg, Sweden

Email: Adel.daoud at sociology.gu.se

Website: http://adeldaoud.se/  <http://adeldaoud.se/>

On Wed, Jul 13, 2016 at 8:21 AM, PIKAL Petr <petr.pikal at precheza.cz> wrote:

> Hi
>
>
> http://stats.stackexchange.com/questions/158366/fit-multiple-regression-model-with-pairwise-deletion-or-on-a-correlation-covari
>
> The package is probably not available on CRAN but seems to be still
> maintained on github.
>
> Cheers
> Petr
>
> > -----Original Message-----
> > From: R-help [mailto:r-help-bounces at r-project.org] On Behalf Of adel
> > daoud
> > Sent: Tuesday, July 12, 2016 8:28 PM
> > To: r-help <r-help at r-project.org>
> > Subject: [R] pairwise deletion in regression models
> >
> > Dear R users,
> >
> >
> >
> > I would like to use a pairwise deletion of missing values in linear
> regression
> > (lm or glm preferably). I want to replicate some studies done in STATA
> that
> > uses this type of deletion. What options do we have in R to work with
> > pairwise deletion? Most packages I have found do not have this option, it
> > seems (lm, glm, plm, psych, sampleSelection).
> >
> >
> >
> > This question has been raised here
> > <
> http://r.789695.n4.nabble.com/set-the-bahavior-that-R-deal-with-missing-
> > values-td803840.html>
> > and here
> > <http://r.789695.n4.nabble.com/Pairwise-deletion-in-a-linear-regression-
> > and-in-a-GLM-td4653004.html>,
> > but without any clear answer.
> >
> >
> >
> > Any input is welcomed
> >
> >
> >
> > Thanks in advance
> >
> >
> > Adel
> >
> >       [[alternative HTML version deleted]]
> >
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