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 24 matches

by manes
17 Jan 2025, 10:31
Forum: Model estimation
Topic: Estimating quadratic preferences
Replies: 4
Views: 12960

Re: Estimating quadratic preferences

Thanks a million Stephane!
by manes
13 Jan 2025, 15:34
Forum: Model estimation
Topic: Estimating quadratic preferences
Replies: 4
Views: 12960

Re: Estimating quadratic preferences

Thank you Stephane This attribute was indeed dummy coded. I also understand why, with three levels, it is not possible to estimate quadratic preferences. My question is: is there any way to isolate and elicit preferences for 'not harming sea invertebrates' and 'not harming sea mammals', independentl...
by manes
30 Dec 2024, 17:02
Forum: Model estimation
Topic: Estimating quadratic preferences
Replies: 4
Views: 12960

Estimating quadratic preferences

Hi all, I'm estimating an MNL model for a DCE with two alternatives representing different levels of monitoring oil spills from drilling rigs and an opt-out option. One of the attributes in the model is the number of species types saved as a result of monitoring, with the levels being: 1 = Fish, 2 =...
by manes
05 Sep 2024, 21:42
Forum: Estimation results
Topic: hybrid model error "Some values inside xNormal are not finite"
Replies: 2
Views: 4406

Re: hybrid model error "Some values inside xNormal are not finite"

Thank you so much Stephane!
It runs and converges smoothly
(guess I was confusing with Ngene syntax that allows for such breaks)
by manes
14 Aug 2024, 14:54
Forum: Estimation results
Topic: hybrid model error "Some values inside xNormal are not finite"
Replies: 2
Views: 4406

hybrid model error "Some values inside xNormal are not finite"

Hi all, I have a repeating error (I use the most recent Apollo version). I ran a hybrid MMNL with one latent variable, normally distributed which affects two indicators for pro-environmental behavior (peb). The scale has 6 items, I have started with the two items with the highest loading. (I have tr...
by manes
13 May 2024, 11:39
Forum: Model specification
Topic: Start values for wta parameter
Replies: 4
Views: 8655

Re: Start values for wta parameter

Thank you Stephane. That's helped a lot!
by manes
22 Mar 2024, 10:24
Forum: Post-estimation analysis/use of results
Topic: Simulating WTP for normal dist. param when price is negative log normal/
Replies: 1
Views: 4939

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

Hi, I estimated a MMNL which converged successfully. I am trying to simulate WTP for the ASC (ASC_low) which is normally distributed. My cost parameter is negatively log-normal distributed. this is the code: N <- 10000 b_low = rnorm(N, mean=model$estimate["asc_low_mu"], sd=model$estimate[&...
by manes
21 Mar 2024, 16:05
Forum: Post-estimation analysis/use of results
Topic: delta method to calculate WTP (normal and log-normal parameters)
Replies: 12
Views: 33772

Re: delta method to calculate WTP (normal and log-normal parameters)

Hello, Following David example for calculating WTP (normal and log normal params) in the following example N = 1000 b_attr = rnorm(N, mean=model$estimate["mu_attr"], sd=model$estimate["sg_attr"]) b_cost = -exp(rnorm(N, mean=model$estimate["mu_cost"], sd=model$estimate[&...
by manes
02 Mar 2024, 10:45
Forum: Estimation results
Topic: same code same data different "Number of modelled outcome"s
Replies: 2
Views: 6719

Re: same code same data different "Number of modelled outcome"s

I think that understand the problem, the correct number of models is indeed 5061 = 723*7, I should have specified the "rows=(task==1)" for the LV estimation. I just don't understand how it converged in the previous version (0.2.9).
by manes
29 Feb 2024, 11:16
Forum: Model specification
Topic: Start values for wta parameter
Replies: 4
Views: 8655

Re: Start values for wta parameter

Sorry for not responding on time. Attached is the screenshot of a WTA menu.