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. This may take a day or two at busy times. There is no need to submit the post multiple times.

Search found 1017 matches

by stephanehess
05 May 2024, 11:38
Forum: Model estimation
Topic: Covairance cannot be estimated in HCM
Replies: 1
Views: 6

Re: Covairance cannot be estimated in HCM

Hi

apologies for the slow reply.

Can you be more specific? Did you wait until the process has finished?

Stephane
by stephanehess
05 May 2024, 11:37
Forum: Examples (existing and requests for new ones)
Topic: Extending the MNL example on mode choice to MMNL
Replies: 1
Views: 5

Re: Extending the MNL example on mode choice to MMNL

Hi apologies for the slow reply. Using your numbering: 1) Mixed logit for random taste heterogeneity is fine. For correlation, you would be better with a nested logit or CNL kernel inside your mixture. 2) yes 3) You should not use Halton draws in that case. Try MLHS or Sobol. In relation to the sing...
by stephanehess
05 May 2024, 11:33
Forum: Estimation results
Topic: correlation between latent variables in hybrid model
Replies: 3
Views: 3608

Re: correlation between latent variables in hybrid model

Hi yes, you're finding correlation. If your model estimates fine and gives you a covariance matrix, then you likely do not face an identification issue. in relation to correlation between the alternatives, I would recommend that you consider a GEV kernel such as Nested Logit instead of MNL inside yo...
by stephanehess
05 May 2024, 11:31
Forum: Model estimation
Topic: Need Advice on Using CFA Model Results from other software with ICLV in Apollo
Replies: 1
Views: 7

Re: Need Advice on Using CFA Model Results from other software with ICLV in Apollo

Hi

apologies for the slow reply.

You wouldn't use factor loadings inside an ICLV model. Or what did you have in mind?

What you might want to do is to use factor analysis to determine the groupings of indicators for your latent variables

Stephane
by stephanehess
05 May 2024, 11:28
Forum: Errors during model validation and/or estimation.
Topic: MNL - estimation failed (singular covergence)
Replies: 1
Views: 12

Re: MNL - estimation failed (singular covergence)

Hi

apologies for the slow reply. There is nothing immediately apparent that would be causing an overspecification. Can you tell us more about the data? Maybe there are strange correlations in the data that lead to an empirical identification issue?

Stephane
by stephanehess
05 May 2024, 11:24
Forum: Model estimation
Topic: Posterior probability more than 100%?
Replies: 3
Views: 1596

Re: Posterior probability more than 100%?

Hi

can you share your code and data with me outside the forum and I'll investigate

Stephane
by stephanehess
05 May 2024, 11:22
Forum: Models and estimation
Topic: Use indirectly related RP data in SP model
Replies: 1
Views: 1

Re: Use indirectly related RP data in SP model

Hi first, in relation to your SP model, you could try to refine the specification and see if that helps. Feel free to show us your current results on the forum as we may then have more suggestions. second, in relation to joint "RP"-SP, your datasets look quite different, but you could of c...
by stephanehess
05 May 2024, 11:10
Forum: Post-estimation analysis/use of results
Topic: Simulating WTP for normal dist. param when price is negative log normal/
Replies: 1
Views: 9

Re: Simulating WTP for normal dist. param when price is negative log normal/

Annat

can you show us the model estimates too? It might be that you need to take the absolute values of the sigma parameters as the estimates might have been negative

Also, you're missing the minus sign in front of the exponential

Stephane
by stephanehess
05 May 2024, 11:08
Forum: Examples (existing and requests for new ones)
Topic: Attribute_Non_Attendance LC model
Replies: 1
Views: 4

Re: Attribute_Non_Attendance LC model

Hi

sorry, this paper was written long before Apollo so I don't have Apollo code.

Maybe you could have a go yourself and then show us your code and the errors you get, so we can help

Stephanea
by stephanehess
05 May 2024, 11:07
Forum: Errors during model validation and/or estimation.
Topic: Error while estimating a Hybrid latent class choice model
Replies: 1
Views: 13

Re: Error while estimating a Hybrid latent class choice model

hi

difficult to know without access to the code - can you share it?

but first, your model is clearly overspecified. You cannot estimate the parameters in both classes in the class allocation model. You fix delta_a, but you keep all the other parameters free

Stephane