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.

HB: Retrieving iteration-level draws of random parameters

Ask questions about existing examples and put in requests to software developers and users for other example implementations of models.
Post Reply
siqifeng
Posts: 3
Joined: 13 Jun 2024, 04:12

HB: Retrieving iteration-level draws of random parameters

Post by siqifeng »

Hello!

I wonder if we can retrieve iteration-level draws of random parameters in hierarchical Bayesian estimation. We do have individual-level posterior means, which should be calculated using these draws. I want to analyze the distribution of posterior/conditional means across a sample, say, \beta * LV_n with a fixed \beta. I can retrieve iteration-level draws of \beta using

Code: Select all

model$HB_iterations_non_random
with

Code: Select all

gStoreDraws = TRUE
, but LV_n is at the individual level. What should I do in this case? Thanks in advance.

Siqi
stephanehess
Site Admin
Posts: 1355
Joined: 24 Apr 2020, 16:29

Re: HB: Retrieving iteration-level draws of random parameters

Post by stephanehess »

Hi Siqi

you need

Code: Select all

saveHBiterations=TRUE
in saveOutput_settings

Have a look at

Code: Select all

?apollo_saveOutput
Stephane
--------------------------------
Stephane Hess
www.stephanehess.me.uk
Post Reply