Hello everyone,
I am working with a database that have information on a survey asking for mosquito nets maintenance and use. I have information both at the household level and the individual level. Our outcome of interest is the individual use of mosquito nets. Our exposures are both variables that are identical for all household members (such as type of hosusehold) and variables that are unique for each individual (such as sex, age, studying status or employment status).
I want to do a table with the result of the cross-tabulation of the different exposures and our main outcome (in %), as well as adding the crude OR for each variable.
For those exposures identical between household members, I need to use random effects logistic regression (xtlogit). However, what I need to use for those variables different between household members? Simple fixed effect logistic regression? Or do I need to take into account "household level" as well mandatorily (e.g. maybe as a counfounder). Even if exposures are variables that have different options depending on the individual, maybe members of the same household are more alike (e.g. more prone to study all or to be employed all?).
Please note that at this point I do not want to adjust for more variables nor combine both types of exposures (where a mixed effect model will be necessary).
Thank you very much!
Related Posts with Random and fixed effects logistic regression
How to drop random years from panel data?I have a panel data set, consisting of 125 countries, 36 years. I want to run an IV regression multi…
Why my boxplot in Stata isn't showing whiskers?Good day! Please let me know how I can make the whiskers appear for my boxplot. I am just following …
Does it make sense to use decadal dummies for quinquennial data?Dear Statalists, I have a question of if it is reasonable to use decadal dummies as time fixed effe…
No chi2 statistics calculated for mlogtest, combine commandHi there I am trying to run 'mologtest, combine' after running the mlogit regression: svy: mlogit …
obtain coefficient from interaction dummiesDear all , I ran this regression: reg lnmwage totalpers addshift edulength urate vrate i.hlofeduc#…
Subscribe to:
Post Comments (Atom)
0 Response to Random and fixed effects logistic regression
Post a Comment