Dear reader,
I am currently trying to implement MICE, however, it does not seem to work.
My data has a lot of missingness, I am afraid that this might be the problem. I have currently used the following code:
I added the augment option twice. I have tried adding the 'force' option, but that did not help.
Stata issues the following error message:
convergence not achieved
convergence not achieved
mlogit failed to converge on observed data
error occurred during imputation of overhours_new irregular_hours_new heavy_burden_new
skills_new appreciation_new career_advancement_new uncertainty_new gross_wages_cat
work_outside_office_hours work_during_evening work_at_night side_job_new tenure
contracttype paidwork released_finding_job seeking_after_interruption student
care_household private_means flo disability voluntary_work parental_leave informal_care
geslacht gebjaar satisfaction_atmosphere on m = 1
I understand that convergence is already an issue in the first iteration. I am not sure, however, how to fix this issue. I have tried also using 'ologit' for all multinomial variables, I have read that this might make a change, however, I get the same error message.
Thank you for taking the time to read my post.
Best wishes,
Ciel
I am currently trying to implement MICE, however, it does not seem to work.
My data has a lot of missingness, I am afraid that this might be the problem. I have currently used the following code:
Code:
mi set mlong mi register imputed overhours_new irregular_hours_new side_job_new heavy_burden_new skills_new support_new appreciation_new career_advancement_new tenure workingstudent contracttype paidwork released_finding_job seeking_after_interruption student care_household private_means flo disability voluntary_work uncertainty_new parental_leave informal_care mha mhb mhd mhc mhe mh geslacht gebjaar gross_wages_cat work_outside_office_hours work_during_evening work_at_night satisfaction_atmosphere mi impute chained (ologit, augment) overhours_new irregular_hours_new heavy_burden_new skills_new appreciation_new career_advancement_new uncertainty_new gross_wages_cat (mlogit, augment) work_outside_office_hours work_during_evening work_at_night side_job_new tenure workingstudent contracttype paidwork released_finding_job seeking_after_interruption student care_household private_means flo disability voluntary_work parental_leave informal_care geslacht (regress) gebjaar satisfaction_atmosphere = nomem_encr wave, add(10) force
Stata issues the following error message:
convergence not achieved
convergence not achieved
mlogit failed to converge on observed data
error occurred during imputation of overhours_new irregular_hours_new heavy_burden_new
skills_new appreciation_new career_advancement_new uncertainty_new gross_wages_cat
work_outside_office_hours work_during_evening work_at_night side_job_new tenure
contracttype paidwork released_finding_job seeking_after_interruption student
care_household private_means flo disability voluntary_work parental_leave informal_care
geslacht gebjaar satisfaction_atmosphere on m = 1
I understand that convergence is already an issue in the first iteration. I am not sure, however, how to fix this issue. I have tried also using 'ologit' for all multinomial variables, I have read that this might make a change, however, I get the same error message.
Thank you for taking the time to read my post.
Best wishes,
Ciel
