Multinomial Logistic Regression with One Dichotomous and One Continuous Predictor Variable 

Thanks Todd, Helped me a lot to conduct my dissertation data analysis.

Hi Dr.Grande, I can't hear you. Please improve the voice quality of this video.BTW, the video content is very useful.

why is programme 1 row blank and 0 ?

Great video!

Is the interpretation for program odds correct? From my understanding, the way to interpret would mean that as there's a unit increase (or change from 0 to 1 in this situation, otherwise from 0 = experimental program, to 1 = treatment as usual) there's a greater chance (13 times) of having some improvement over no improvement. So being in the treatment as usual grants 13 times more odds that they'll have some improvement over no improvement? Am I missing something here?

I have a question. Is there a precedence of taking a random sample of one category of the dependent variable so as to have similar proportions to the second for a three category dependent variable. My category proportions are 0.77, 0.20, and 0.027. Is there any other way to model the three categories dependent variable for these proportions.

Thanks, Dr. Todd, It would be great if you could assist me with finding the adjusted odd ratio when adjusting two factors such as age and sex, but the odd ratio was one number. I found this in some papers but I can't figure out how to do it.

Hi Dr. Grande, then how to check the assumptions in multinomial logistic regression? It seems that some other models you presented all include assumptions testing, but not this one.

good video!...

Great video, Todd! However, like Miguel, I did not quite get how to interpret the odds ratio of program. How is the odds ratio saying something about the probability of the two different programs and, at the same time, something about the probability of group membership compared to the reference group?

hello, I have an unfavourable value of pearson goodness of fit but favourable value of deviance goodness of fit. Should I consider the model as fit?

Hi Thank you very much I have a question, I want to control two variables in my regression, but how do it?

Hi Todd, How big should be the sample(Nobs) for carrying out Multinomial logit (MNL) regression? I have a sample of 35 nobs and my observations are the countries, so no possibility to increase... Would you recommend me the use of MNL?

Hi! i have ordinal DV an i ran Ordinal Logistic regression but it didnt met proportional odds assumption then i ran Multimoninal Logistic regression but the model fitting information is not significant. what should i do?

you did not interpret the main thing.. coeffecients

dont be afraid to speak louder