Multiple imputation and ANOVA

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Multiple imputation and ANOVA

Joost van Ginkel
Dear list,

In the past I've seen many posts from people trying to do an ANOVA on multiply imputed data sets and not being able to combine the results into one pooled analysis. Many people have emailed me with the same question. Because of all the questions I got and the posts I’ve read here, I decided to write an article on this which is now available online. The reference to this paper is

Van Ginkel, J.R. & Kroonenberg, P.M. (2014). Analysis of variance of multiply imputed data. Multivariate Behavioral Research, 39, 78-91. doi: 10.1080/00273171.2013.855890

Not only does it describe how the results of ANOVA to multiply imputed data sets may be combined from a theoretical point of view, but also does it give the reader guidelines for how to do in several software packages, including SPSS, using an SPSS macro that is available on my personal page (the link is given in the paper).
I hope this paper will help people carry out their ANOVAs on multiply imputed data sets, and maybe it will stimulate SPSS to implement the described procedure in future releases.

Best,

Joost van Ginkel

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Re: Multiple imputation and ANOVA

David Marso
Administrator
Joost,
Do you have a link to this paper or is it necessary for unconnected people like myself to pay $39 for the article from MBR?
David?
Please post a functional link if there is such.

Joost van Ginkel wrote
Dear list,

In the past I've seen many posts from people trying to do an ANOVA on multiply imputed data sets and not being able to combine the results into one pooled analysis. Many people have emailed me with the same question. Because of all the questions I got and the posts I’ve read here, I decided to write an article on this which is now available online. The reference to this paper is

Van Ginkel, J.R. & Kroonenberg, P.M. (2014). Analysis of variance of multiply imputed data. Multivariate Behavioral Research, 39, 78-91. doi: 10.1080/00273171.2013.855890

Not only does it describe how the results of ANOVA to multiply imputed data sets may be combined from a theoretical point of view, but also does it give the reader guidelines for how to do in several software packages, including SPSS, using an SPSS macro that is available on my personal page (the link is given in the paper).
I hope this paper will help people carry out their ANOVAs on multiply imputed data sets, and maybe it will stimulate SPSS to implement the described procedure in future releases.

Best,

Joost van Ginkel
Please reply to the list and not to my personal email.
Those desiring my consulting or training services please feel free to email me.
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Re: Multiple imputation and ANOVA

Joost van Ginkel
Dear David,

The only link I have is http://www.tandfonline.com/doi/full/10.1080/00273171.2013.855890. But I think this link is indeed only accessible to connected people. I can send you a copy if you like.

Best regards,

Joost
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Re: Multiple imputation and ANOVA

lvccrespo
I would appreciate you send to me a copy also.

Best regards, 
Carlos


2014-02-19 11:32 GMT-03:00 Joost van Ginkel [via SPSSX Discussion] <[hidden email]>:
Dear David,

The only link I have is http://www.tandfonline.com/doi/full/10.1080/00273171.2013.855890. But I think this link is indeed only accessible to connected people. I can send you a copy if you like.

Best regards,

Joost


If you reply to this email, your message will be added to the discussion below:
http://spssx-discussion.1045642.n5.nabble.com/Multiple-imputation-and-ANOVA-tp5724566p5724569.html
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NAML

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RE: Multiple imputation and ANOVA

Joost van Ginkel

Dear Carlos,

 

I would be happy to. However, your email-address isn’t shown on the forum so I don’t know where to send it to. Or can I simply reply from my own email and attach it?

 

Best regards,

 

Joost van Ginkel

 

From: lvccrespo [via SPSSX Discussion] [mailto:ml-node+[hidden email]]
Sent: woensdag 19 februari 2014 15:40
To: Ginkel, Joost van
Subject: Re: Multiple imputation and ANOVA

 

I would appreciate you send to me a copy also.

Best regards, 
Carlos

 

2014-02-19 11:32 GMT-03:00 Joost van Ginkel [via SPSSX Discussion] <[hidden email]>:

Dear David,

The only link I have is http://www.tandfonline.com/doi/full/10.1080/00273171.2013.855890. But I think this link is indeed only accessible to connected people. I can send you a copy if you like.

Best regards,

Joost


If you reply to this email, your message will be added to the discussion below:

http://spssx-discussion.1045642.n5.nabble.com/Multiple-imputation-and-ANOVA-tp5724566p5724569.html

To start a new topic under SPSSX Discussion, email [hidden email]
To unsubscribe from SPSSX Discussion, click here.
NAML

 

 


If you reply to this email, your message will be added to the discussion below:

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Re: Multiple imputation and ANOVA

lvccrespo
I don't know if it's possible to attach a file to the mailing list. Anyway I send you my email address: lvccrespo at gmail dot com 
Thank you very much again, 
Carlos


2014-02-19 11:48 GMT-03:00 Joost van Ginkel [via SPSSX Discussion] <[hidden email]>:

Dear Carlos,

 

I would be happy to. However, your email-address isn’t shown on the forum so I don’t know where to send it to. Or can I simply reply from my own email and attach it?

 

Best regards,

 

Joost van Ginkel

 

From: lvccrespo [via SPSSX Discussion] [mailto:[hidden email][hidden email]]
Sent: woensdag 19 februari 2014 15:40
To: Ginkel, Joost van
Subject: Re: Multiple imputation and ANOVA

 

I would appreciate you send to me a copy also.

Best regards, 
Carlos

 

2014-02-19 11:32 GMT-03:00 Joost van Ginkel [via SPSSX Discussion] <[hidden email]>:

Dear David,

The only link I have is http://www.tandfonline.com/doi/full/10.1080/00273171.2013.855890. But I think this link is indeed only accessible to connected people. I can send you a copy if you like.

Best regards,

Joost


If you reply to this email, your message will be added to the discussion below:

http://spssx-discussion.1045642.n5.nabble.com/Multiple-imputation-and-ANOVA-tp5724566p5724569.html

To start a new topic under SPSSX Discussion, email [hidden email]

To unsubscribe from SPSSX Discussion, click here.
NAML

 

 


If you reply to this email, your message will be added to the discussion below:

http://spssx-discussion.1045642.n5.nabble.com/Multiple-imputation-and-ANOVA-tp5724566p5724570.html

To unsubscribe from Multiple imputation and ANOVA, click here.
NAML




If you reply to this email, your message will be added to the discussion below:
http://spssx-discussion.1045642.n5.nabble.com/Multiple-imputation-and-ANOVA-tp5724566p5724571.html
To start a new topic under SPSSX Discussion, email [hidden email]
To unsubscribe from SPSSX Discussion, click here.
NAML