Multinomial logit model

[johnf]

I want to use multinomial logit model with three outcomes, with a sample on household data. However, the sample is weighted; some records represent more cases (households) than others. Would it be correct to run multinomial logit model without taking into account those weights? In addition, the data is in the long format.

Please help.