Important: Read this before posting to this forum
- 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.
- 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
- Before asking a question on the forum, users are kindly requested to follow these steps:
- Check that the same issue has not already been addressed in the forum - there is a search tool.
- 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
- Check the frequently asked questions section on the Apollo website, which discusses some common issues/failures. Please see http://www.apollochoicemodelling.com/faq.html
- Make sure that R is using the latest official release of Apollo.
- Users can check which version they are running by entering packageVersion("apollo").
- Then check what is the latest full release (not development version) at http://www.ApolloChoiceModelling.com/code.html.
- To update to the latest official version, just enter install.packages("apollo"). To update to a development version, download the appropriate binary file from http://www.ApolloChoiceModelling.com/code.html, and install the package from file
- If the above steps do not resolve the issue, then users should follow these steps when posting a question:
- provide full details on the issue, including the entire code and output, including any error messages
- 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 1068 matches
- 22 Jun 2020, 21:06
- Forum: Post-estimation analysis/use of results
- Topic: Conditionals from a latent class mixed logit
- Replies: 4
- Views: 10959
Re: Conditionals from a latent class mixed logit
Hi Jose when combining latent class with continuous mixtures, there are several different ways of doing so, especially a distinction between mixing inside the classes and mixing of the class allocation probabilities. A generic function like the apollo_conditionals or apollo_lcConditionals would then...
- 21 Jun 2020, 18:49
- Forum: Post-estimation analysis/use of results
- Topic: Estimation of predictions for a joint RP-SP MNL model
- Replies: 2
- Views: 5148
Re: Estimation of predictions for a joint RP-SP MNL model
Hi in estimation, you maximise the log-likelihood of the joint model, i.e. the object P[["model"]] which is given as the product of the RP and SP choices. But in prediction, you obviously predict individual choices, not products of RP and SP choices. That's why in prediction, if your model...
- 13 Jun 2020, 11:11
- Forum: Model estimation
- Topic: How to cluster standard errors at individual level
- Replies: 2
- Views: 6175
Re: How to cluster standard errors at individual level
Hi this happens automatically. Please note this is explained on the website and in the manual. Here is the text from the website: How can I capture the panel structure of my data in Apollo? The treatment of panel data depends completely on the model being used. Whenever the data contains multiple ch...
- 12 Jun 2020, 11:33
- Forum: Model estimation
- Topic: Parallel computing MXL
- Replies: 9
- Views: 30263
Re: Parallel computing MXL
Sven
we've had problems with R4.0 though it works on our machines now with parallel too. Can I suggest that you try to reinstall Apollo as well as updating libraries that Apollo uses (Rcpp, maxLik, mnormt, mvtnorm, graphics, coda, sandwich, randtoolbox, numDeriv, RSGHB, parallel, Deriv)
Stephane
we've had problems with R4.0 though it works on our machines now with parallel too. Can I suggest that you try to reinstall Apollo as well as updating libraries that Apollo uses (Rcpp, maxLik, mnormt, mvtnorm, graphics, coda, sandwich, randtoolbox, numDeriv, RSGHB, parallel, Deriv)
Stephane
- 11 Jun 2020, 17:07
- Forum: Model estimation
- Topic: Parallel computing MXL
- Replies: 9
- Views: 30263
Re: Parallel computing MXL
Hi Sven
to try and diagnose whether this is an issue with your model or with your installation of R/your machine, can you please try running this example from the website, which uses multi-core too: http://apollochoicemodelling.com/files/ ... ample_14.r
Thanks
Stephane
to try and diagnose whether this is an issue with your model or with your installation of R/your machine, can you please try running this example from the website, which uses multi-core too: http://apollochoicemodelling.com/files/ ... ample_14.r
Thanks
Stephane
- 06 Jun 2020, 16:43
- Forum: Model specification
- Topic: Mixed Multinomial Logit with heterogeneity in means and variances
- Replies: 2
- Views: 5158
Re: Mixed Multinomial Logit with heterogeneity in means and variances
Hi yes, this is very straightforward to do. Let's use a simple example where you have that beta_cost follows a negative lognormal distribution, where we then estimate the parameters (mean and sd) of the Normal distribution of log(-beta_cost). Let's call these mu and sig and assume that mu is differe...
- 05 Jun 2020, 20:56
- Forum: Feature requests
- Topic: Output conditionals after LC model
- Replies: 1
- Views: 10232
Re: Output conditionals after LC model
Hi Juergen
sure. We will add this as an output in time for the official release of v0.1.1
And yes, the order is the same as in the database
Stephane
sure. We will add this as an output in time for the official release of v0.1.1
And yes, the order is the same as in the database
Stephane
- 29 May 2020, 21:34
- Forum: Errors during model validation and/or estimation.
- Topic: ICVL Model Identification issues
- Replies: 3
- Views: 6449
Re: ICVL Model Identification issues
Sure,
but for the binary one, it would be easier for you to use apollo_mnl than apollo_ol
Best wishes
Stephane
but for the binary one, it would be easier for you to use apollo_mnl than apollo_ol
Best wishes
Stephane
- 28 May 2020, 08:48
- Forum: Examples (existing and requests for new ones)
- Topic: Models with reaction time
- Replies: 4
- Views: 11746
Re: Models with reaction time
Hi Silvia
if an attribute is stochastic, whether as a function of reaction time or some other phenomenon, then you can code it in apollo_randCoeff - it makes no difference whether the components included in that list are random coefficients or random variables
Best wishes
Stephane
if an attribute is stochastic, whether as a function of reaction time or some other phenomenon, then you can code it in apollo_randCoeff - it makes no difference whether the components included in that list are random coefficients or random variables
Best wishes
Stephane
- 27 May 2020, 23:18
- Forum: Examples (existing and requests for new ones)
- Topic: Models with reaction time
- Replies: 4
- Views: 11746
Re: Models with reaction time
Hi Silvia
this is a very specific application of a model. You could definitely code the model in Apollo but this would involve some manual coding of the model components and then using Apollo for the estimation
Best wishes
Stephane
this is a very specific application of a model. You could definitely code the model in Apollo but this would involve some manual coding of the model components and then using Apollo for the estimation
Best wishes
Stephane