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- 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
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- 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
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Search found 21 matches
- 11 Oct 2024, 15:25
- Forum: Estimation results
- Topic: NaN AIC and BIC values for a latent class model with bayesian estimation using polled RP/SP Data
- Replies: 5
- Views: 34696
Re: NaN AIC and BIC values for a latent class model with bayesian estimation using polled RP/SP Data
Yes. The output was fine with the simple model ('NR' for all).
- 11 Oct 2024, 11:42
- Forum: Estimation results
- Topic: NaN AIC and BIC values for a latent class model with bayesian estimation using polled RP/SP Data
- Replies: 5
- Views: 34696
Re: NaN AIC and BIC values for a latent class model with bayesian estimation using polled RP/SP Data
Thank you Prof. Hess for prompt response.
Even after fixing the class allocation parameters to zero, same issue persists.
Although, now I am able to get some results after specifying 'NR' to couple of alternate specific variables.
Even after fixing the class allocation parameters to zero, same issue persists.
Although, now I am able to get some results after specifying 'NR' to couple of alternate specific variables.
- 05 Oct 2024, 09:51
- Forum: Estimation results
- Topic: NaN AIC and BIC values for a latent class model with bayesian estimation using polled RP/SP Data
- Replies: 5
- Views: 34696
NaN AIC and BIC values for a latent class model with bayesian estimation using polled RP/SP Data
Hi!
I am estimating a latent class model using RP/SP data with both classical and Bayesian estimation methods. However, when estimating the model with Bayesian estimation, I am encountering NaN values for model fit indices such as AIC and BIC. I have even tried using starting values obtained from ...
I am estimating a latent class model using RP/SP data with both classical and Bayesian estimation methods. However, when estimating the model with Bayesian estimation, I am encountering NaN values for model fit indices such as AIC and BIC. I have even tried using starting values obtained from ...
- 08 Jul 2024, 08:51
- Forum: Post-estimation analysis/use of results
- Topic: Willingness-to-pay considering binary variable
- Replies: 9
- Views: 63980
Re: Willingness-to-pay considering binary variable
Thank you Prof. Hess for your prompt response.
To clarify, for examining the marginal effects of dummy variables—specifically, gender (female) and mode of transportation (car and bus)—on the decision to work from home and continuous variables, namely travel time and travel cost.
Upon estimating a ...
To clarify, for examining the marginal effects of dummy variables—specifically, gender (female) and mode of transportation (car and bus)—on the decision to work from home and continuous variables, namely travel time and travel cost.
Upon estimating a ...
- 07 Jul 2024, 11:43
- Forum: Post-estimation analysis/use of results
- Topic: Willingness-to-pay considering binary variable
- Replies: 9
- Views: 63980
Re: Willingness-to-pay considering binary variable
Hi David!
Considering that the concept of elasticity applies only to continuous variables, could you please clarify if the following approach is suitable for calculating the average marginal effect of dummy variables such as gender and marital status?
First, we estimate a model.
Next, we set all ...
Considering that the concept of elasticity applies only to continuous variables, could you please clarify if the following approach is suitable for calculating the average marginal effect of dummy variables such as gender and marital status?
First, we estimate a model.
Next, we set all ...
- 07 May 2024, 11:07
- Forum: Errors during model validation and/or estimation.
- Topic: Error in estimating Latent class model with RP-SP data
- Replies: 9
- Views: 42052
Re: Error in estimating Latent class model with RP-SP data
Thank you Prof. Hess for the suggestion.
The code is working fine after altering the starting values of those parameters.
The code is working fine after altering the starting values of those parameters.
- 07 May 2024, 09:59
- Forum: Errors during model validation and/or estimation.
- Topic: Error in estimating Latent class model with RP-SP data
- Replies: 9
- Views: 42052
Re: Error in estimating Latent class model with RP-SP data
Thank You for offering the help, Prof. Hess.
As suggested, I have shared the code and data with you at stephane.hess@gmail.com
As suggested, I have shared the code and data with you at stephane.hess@gmail.com
- 06 May 2024, 18:02
- Forum: Errors during model validation and/or estimation.
- Topic: Error in estimating Latent class model with RP-SP data
- Replies: 9
- Views: 42052
Re: Error in estimating Latent class model with RP-SP data
Hi!
I tried multiple times to work on this code and modify it based on the provided suggestion. Now I am getting the following error: Testing influence of parametersError in apollo_estimate(apollo_beta, apollo_fixed, apollo_probabilities, :
SPECIFICATION ISSUE - Parameters b_tt_a, b_tc_a, b_at_a ...
I tried multiple times to work on this code and modify it based on the provided suggestion. Now I am getting the following error: Testing influence of parametersError in apollo_estimate(apollo_beta, apollo_fixed, apollo_probabilities, :
SPECIFICATION ISSUE - Parameters b_tt_a, b_tc_a, b_at_a ...
- 05 May 2024, 12:42
- Forum: Errors during model validation and/or estimation.
- Topic: Error in estimating Latent class model with RP-SP data
- Replies: 9
- Views: 42052
Re: Error in estimating Latent class model with RP-SP data
Hi!
Thank you for your prompt response. Based on your suggestion, I have revised the code. However, now I am getting the following error:
Error in apollo_combineModels(P, apollo_inputs, functionality) :
SPECIFICATION ISSUE - A component called model already exists in P before calling apollo ...
Thank you for your prompt response. Based on your suggestion, I have revised the code. However, now I am getting the following error:
Error in apollo_combineModels(P, apollo_inputs, functionality) :
SPECIFICATION ISSUE - A component called model already exists in P before calling apollo ...
- 02 May 2024, 10:15
- Forum: Errors during model validation and/or estimation.
- Topic: Error in estimating Latent class model with RP-SP data
- Replies: 9
- Views: 42052
Error in estimating Latent class model with RP-SP data
Hi!
Prof. Hess, and Dr. Palma
I am trying to develop a latent class model with Joint RP-SP data. However, I am getting the following error: object 'mnl_settings_RP' not found
Could you please help me out in resolving this?
The code is as follows ...
Prof. Hess, and Dr. Palma
I am trying to develop a latent class model with Joint RP-SP data. However, I am getting the following error: object 'mnl_settings_RP' not found
Could you please help me out in resolving this?
The code is as follows ...