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  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.
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    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.
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Search found 1024 matches

by stephanehess
05 May 2024, 18:39
Forum: Post-estimation analysis/use of results
Topic: WTP distribution in preference space
Replies: 3
Views: 2055

Re: WTP distribution in preference space

Hi

apologies for the slow reply. What you're seeing is caused by using limits in plotting. You're computing the overall density, but then you're plotting it for only a small part of the overall domain, and that's reflected in the shape you're seeing

Stephane
by stephanehess
05 May 2024, 12:10
Forum: Model specification
Topic: Include independent variables with missing values
Replies: 4
Views: 2418

Re: Include independent variables with missing values

Hi

in that case, you would have missing data for a dependent variable (indicator in hybrid choice), and you would skip those rows for that dependent variable only. See the 'rows' setting

Stephane
by stephanehess
05 May 2024, 12:07
Forum: Model estimation
Topic: Estimation of MNL and MMNL in WTP space issues
Replies: 7
Views: 3280

Re: Estimation of MNL and MMNL in WTP space issues

Apologies for the slow reply. it would be randcoeff[["b_price"]] = price_mu + price_mu * (unif_draws_a+unif_draws_b)/2 but I would advise against that distribution as the moments of WTP then do not exist. See Daly, A.J., Hess, S. & Train, K.E. (2012), Assuring finite moments for willin...
by stephanehess
05 May 2024, 12:02
Forum: Model specification
Topic: Latent variables without demographic predictors?
Replies: 1
Views: 7

Re: Latent variables without demographic predictors?

Hi

yes, this is no problem.

It's not likely to be the cause for your issue. Can you show us the estimates?

Stephane
by stephanehess
05 May 2024, 12:00
Forum: Model specification
Topic: Latent Class Analysis with Nested Logit Model
Replies: 8
Views: 8493

Re: Latent Class Analysis with Nested Logit Model

Hi

apologies for the slow reply

yes, you could possibly do that

Stephane
by stephanehess
05 May 2024, 11:51
Forum: Errors during model validation and/or estimation.
Topic: Unconditionals
Replies: 13
Views: 121151

Re: Unconditionals

apologies for the slow reply. This is very code specific, can you provide your code and data outside the forum and we can investigate
by stephanehess
05 May 2024, 11:44
Forum: Post-estimation analysis/use of results
Topic: Difference in Marginal rate of substitution between MNL and Mixed logit models
Replies: 1
Views: 19

Re: Difference in Marginal rate of substitution between MNL and Mixed logit models

Hi

apologies for the slow reply

yes, this difference looks a bit too large to explain. Did you also look at the medians to see if they are reasonable (though we would want the means of course).

You might want to consider other distributions too with shorter tails

Stephane
by stephanehess
05 May 2024, 11:38
Forum: Model estimation
Topic: Covairance cannot be estimated in HCM
Replies: 1
Views: 10

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: 16

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: 3624

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...