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Re: Multilevel Weights [message #15885 is a reply to message #15354]

Thu, 04 October 2018 06:35

teketo
Messages: 2
Registered: November 2016
Location: Debre Markos

Member

Dear DHS,

I am doing analysis on maternal health service use (modern contraception among married women, antenatal care, health facility delivery and caesarean section). I am analysing the 2016 Ethiopia DHS data using SAS software.
I am just wondering how I can use Multilevel weights for this analysis. It will be great if I can get solutions how it will be done using SAS.

I am using a two level random effects model (Level 1: individuals, and Level 2: regions) for modern contraception among married women, antenatal care and health facility delivery. Moreover, for caesarean section, a three level random effects model (Level 1: individuals, Level 2: clusters and Level 3: regions) using MCMC method.
The other question I have is what should be the maximum number of a grouping (membership) variable? To make it clear, just have a look the following SAS Proc glimmix program:

Proc glimmix data = care;
Class region V001;
Model y (event = last) = a b c d e f g h i / solution;
Random intercept e f g / solution subject = region;
Random intercept a b c d / solution subject = V001 (region);
Run;

The grouping variables showing how one is nested within the other on the above SAS code are region level 3 (there are 11 regions) and V001 level 2 (there are 622 clusters). We are asking the program to produce random effects for each of the 11 regions and the 622 clusters. It will have a convergence issue it will take long time to process and even might stop processing.

Regards
Teketo

teketo

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[Message index]

		Multilevel Weights By: swinter on Tue, 11 August 2015 13:16
		Re: Multilevel Weights By: Liz-DHS on Tue, 18 August 2015 12:28
		Re: Multilevel Weights By: mmr-UMICH on Tue, 26 January 2016 23:05
		Re: Multilevel Weights By: Liz-DHS on Wed, 27 January 2016 12:39
		Re: Multilevel Weights By: ttuti on Thu, 16 June 2016 05:35
		Re: Multilevel Weights By: Liz-DHS on Wed, 29 June 2016 11:15
		Re: Multilevel Weights By: e_lee on Fri, 23 September 2016 14:16
		Re: Multilevel Weights By: Liz-DHS on Mon, 26 September 2016 11:37
		Re: Multilevel Weights By: soumava on Fri, 12 May 2017 16:01
		Re: Multilevel Weights By: Liz-DHS on Wed, 28 June 2017 16:55
		Re: Multilevel Weights By: ab803 on Fri, 13 October 2017 11:18
		Re: Multilevel Weights By: Liz-DHS on Wed, 08 November 2017 14:52
		Re: Multilevel Weights By: dflood011 on Mon, 13 November 2017 17:12
		Re: Multilevel Weights By: Liz-DHS on Wed, 04 April 2018 15:50
		Re: Multilevel Weights By: Hassen on Mon, 30 April 2018 14:53
		Re: Multilevel Weights By: Liz-DHS on Tue, 01 May 2018 23:28
		Re: Multilevel Weights By: Hassen on Wed, 02 May 2018 03:14
		Re: Multilevel Weights By: dflood011 on Fri, 29 June 2018 16:26
		Re: Multilevel Weights By: Liz-DHS on Tue, 03 July 2018 23:04
		Re: Multilevel Weights By: teketo on Thu, 04 October 2018 06:35
		Re: Multilevel Weights By: aheto on Sat, 04 April 2020 12:00
		Re: Multilevel Weights By: Liz-DHS on Fri, 17 April 2020 09:17

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