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 7 matches

by Julián
24 Apr 2025, 15:22
Forum: Errors during model validation and/or estimation.
Topic: Error in estimates in MDCEV
Replies: 1
Views: 19527

Error in estimates in MDCEV

Dear Profesors,

Thanks for developing such a powerful tool.

I am trying to estimate a MDCEV model. However, I got the following error message:

model = apollo_estimate(apollo_beta, apollo_fixed, apollo_probabilities, apollo_inputs)
Preparing user-defined functions.
Error en if (!test) {: valor ...
by Julián
12 Dec 2024, 23:00
Forum: Post-estimation analysis/use of results
Topic: Limitations of market share forecasts with SP data
Replies: 5
Views: 35431

Re: Limitations of market share forecasts with SP data

Dear Professor,

I am using SP data to estimate a mode choice model (road vs SSS) with MDCEV. I have the market shares revealed by the decision-makers to make predictions. We would like to use them to correct the ASCs from SP estimates.

How can we do that in MDCEV in Apollo? I do not know how to ...
by Julián
09 Sep 2024, 12:16
Forum: Model estimation
Topic: MDCEV RP_SP: identification problem
Replies: 3
Views: 28654

Re: MDCEV RP_SP: identification problem

Hi Stephane,

Thank you very much! I have already shared the code and data with you.

Regards,

Stephane
by Julián
01 Sep 2024, 16:58
Forum: Model estimation
Topic: MDCEV RP_SP: identification problem
Replies: 3
Views: 28654

MDCEV RP_SP: identification problem

Hi Professors,

I have a mode choice experiment data with two alternatives. I like to make a joint estimation of RP and SP data in MDCEV. I have followed the code example MNL_RP_SP and I have tried to adapt it for the MDCEV, but I am not sure if it is ok. I got the following message:

Error en ...
by Julián
09 Jun 2024, 22:37
Forum: Data preparation, processing and pre-estimation analysis
Topic: MDCEV with price attribute
Replies: 5
Views: 37604

Re: MDCEV with price attribute

Hi Stephane,
Thank you for your reply. After that, I realised that the definition of the budget was not correct. So, I changed it (price x quantity) and, then it worked.

However, it does not reach convergence with the "bgw" estimation method. For comparison purpose, I run the MDCEV for the ...
by Julián
29 May 2024, 18:59
Forum: Data preparation, processing and pre-estimation analysis
Topic: MDCEV with price attribute
Replies: 5
Views: 37604

Re: MDCEV with price attribute

Hi Stephane,

Thank you for your response.

I did what you recommended and I got this message:

Error en apollo_validate(mdcev_settings, modelType, functionality, apollo_inputs):
INPUT ISSUE - Expenditure for some observations for model component "model" is either less or more than budget!

We ...
by Julián
24 May 2024, 14:50
Forum: Data preparation, processing and pre-estimation analysis
Topic: MDCEV with price attribute
Replies: 5
Views: 37604

MDCEV with price attribute

Dear Professors,

I am trying to estimate MDCEV model with my SP data for mode choice. In my dataset, each choice has a price attribute. The price attribute varies along individual, among individuals and alternatives

By checking the sample data and code provided in Apollo website for the MDCEV, the ...