Important: Read this before posting to this forum

  1. This forum is for questions related to the use of Apollo. We will answer some general choice modelling questions too, where appropriate, and time permitting. We cannot answer questions about how to estimate choice models with other software packages.
  2. There is a very detailed manual for Apollo available at http://www.ApolloChoiceModelling.com/manual.html. This contains detailed descriptions of the various Apollo functions, and numerous examples are available at http://www.ApolloChoiceModelling.com/examples.html. In addition, help files are available for all functions, using e.g. ?apollo_mnl
  3. Before asking a question on the forum, users are kindly requested to follow these steps:
    1. Check that the same issue has not already been addressed in the forum - there is a search tool.
    2. Ensure that the correct syntax has been used. For any function, detailed instructions are available directly in Apollo, e.g. by using ?apollo_mnl for apollo_mnl
    3. Check the frequently asked questions section on the Apollo website, which discusses some common issues/failures. Please see http://www.apollochoicemodelling.com/faq.html
    4. Make sure that R is using the latest official release of Apollo.
  4. If the above steps do not resolve the issue, then users should follow these steps when posting a question:
    1. provide full details on the issue, including the entire code and output, including any error messages
    2. posts will not immediately appear on the forum, but will be checked by a moderator first. We check the forum at least twice a week. It may thus take a couple of days for your post to appear and before we reply. There is no need to submit the post multiple times.

Search found 4 matches

by jackhan1208
13 Jun 2025, 23:58
Forum: Models and estimation
Topic: hybrid choice model with large positive opt-out ASC
Replies: 3
Views: 44345

Re: hybrid choice model with large positive opt-out ASC

Thank you Professor stephane !
I understand the issue now.

I have another question, which im concerning of, when using hybrid choice model, I looked up different literatures. majority of the study used scale items as indicator with ordinal logit model. However, in my case, my scale, called "trust ...
by jackhan1208
06 Jun 2025, 04:17
Forum: Models and estimation
Topic: hybrid choice model with large positive opt-out ASC
Replies: 3
Views: 44345

hybrid choice model with large positive opt-out ASC

Hi Professor Hess,
Thank you so much in advance :D
Q1: Large positive ASC, only appears when adding demographic, even when only one demographic variable added, so it should not be multicollinearity right ? then would it be model misspecification or scaling issues?
Q2: can you recommend me any ...
by jackhan1208
28 May 2025, 15:01
Forum: Model estimation
Topic: Latent Class model estimation ( Failed to converge properly)
Replies: 2
Views: 151857

Re: Latent Class model estimation ( Failed to converge properly)

Thank you Professor Hess for helping me diagnose the issue !
I will go ahead to modify this !
Jia
by jackhan1208
30 Apr 2025, 19:47
Forum: Model estimation
Topic: Latent Class model estimation ( Failed to converge properly)
Replies: 2
Views: 151857

Latent Class model estimation ( Failed to converge properly)

Dear Professor Hess and Apollo team, :)
I'm currently conducting a LC MMNL model for a unlabelled design dataset.
Here is the code for three classes estimation, there are five attributes associated with alternatives, where I defined price with negative values, and the rest positive, because those ...