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. This may take a day or two at busy times. There is no need to submit the post multiple times.

Search found 1046 matches

by stephanehess
02 Aug 2020, 16:42
Forum: Model specification
Topic: Log-transformation with a piecewise linearization
Replies: 4
Views: 5960

Re: Log-transformation with a piecewise linearization

Hi Irini

a piecewise linear specification is not difficult to specify. I am happy to help you but it would probably be easiest if you wrote down your specification for me and I'll show you how to do it in Apollo. The mlogit code isn't really helping me as I don't use mlogit

Stephane
by stephanehess
02 Aug 2020, 16:42
Forum: Model specification
Topic: Log-transformation with a piecewise linearization
Replies: 4
Views: 5960

Re: Log-transformation with a piecewise linearization

Hi Irini

a piecewise linear specification is not difficult to specify. I am happy to help you but it would probably be easiest if you wrote down your specification for me and I'll show you how to do it in Apollo. The mlogit code isn't really helping me as I don't use mlogit

Stephane
by stephanehess
26 Jul 2020, 09:41
Forum: Post-estimation analysis/use of results
Topic: prediction at individual level
Replies: 10
Views: 13583

Re: prediction at individual level

Hi Xian the function apollo_prediction returns the predictions at the level of individual observations, so it should be exactly what you're wanting.The list returned by apollo_prediction contains a column called chosen. You can also after estimation make the following call which will give you the li...
by stephanehess
24 Jul 2020, 13:24
Forum: Model specification
Topic: Simultaneous estimation of parameters with potentially different scale
Replies: 10
Views: 17101

Re: Simultaneous estimation of parameters with potentially different scale

Yes, you have to: Let's say you have: V[['alt1']] = scale_base*Certain*(asc + cost_B*Cost1 + torsk_B*KT1 + laks_B*VL1 + bunn_B*HB1 + land_B*KL1)+ scale_treat*(1-Certain)*(cost_T*Cost1 + torsk_T*KT1 + laks_T*VL1 + bunn_T*HB1 + land_T*KL1) then the marginal impact of Cost1 on the utility is given by t...
by stephanehess
24 Jul 2020, 09:03
Forum: Model specification
Topic: Simultaneous estimation of parameters with potentially different scale
Replies: 10
Views: 17101

Re: Simultaneous estimation of parameters with potentially different scale

The ASC could take that role for a start. You just use scale_treat. scale_treat/scale_base is going to be the same anyway as you must fix scale_base to 1. Then once you have estimated this first model, you can see whether some of the other betas should be the same between groups by conducting statis...
by stephanehess
23 Jul 2020, 23:29
Forum: Model specification
Topic: Simultaneous estimation of parameters with potentially different scale
Replies: 10
Views: 17101

Re: Simultaneous estimation of parameters with potentially different scale

No. You need to fix the scale parameter for one sample to 1 anyway. But you also need to keep one parameter generic across the two samples. Think about it this way: - You have 5 attributes that you're estimating beta parameters for in your data - If you split your data into two groups, then you can ...
by stephanehess
23 Jul 2020, 15:48
Forum: Model specification
Topic: ICLV
Replies: 3
Views: 5272

Re: ICLV

Hi

when the outcome is just a yes/no answer, and the attributes are situation rather than alternative specific, then you just make the utility 0 for one of the two alternatives, and put the attributes in the other utility. Only differences in utility matter

Hope that helps

Stephane
by stephanehess
23 Jul 2020, 15:27
Forum: Model specification
Topic: Simultaneous estimation of parameters with potentially different scale
Replies: 10
Views: 17101

Re: Simultaneous estimation of parameters with potentially different scale

Hi

in order to estimate scale differences, at least one of the parameters needs to be shared between the samples. That's not the case in your specification, so your model is overspecified

NB. You're also missing the ASC for the second group, but maybe this was intentional

Best wishes

Stephane
by stephanehess
23 Jul 2020, 15:24
Forum: Model specification
Topic: ICLV
Replies: 3
Views: 5272

Re: ICLV

Hi

it's difficult to offer general help without specific questions or issues. Did you look at the ICLV examples on the website?

Best wishes

Stephane
by stephanehess
20 Jul 2020, 14:36
Forum: Bug reports
Topic: Problems with multi-core in R4.x
Replies: 1
Views: 5968

Re: Problems with multi-core in R4.x

Hi Yishih Thanks for bringing this issue to our attention. This is indeed a wider RStudio issue rather than an Apollo issue. We have implemented a fix in v0.1.1 that creates the cores sequentially on MacOS systems. It adds a small additional setup time in creating the cores but has no impact on run ...