Should I update apollo_beta and apollo_probabilities manually for Prediction
Posted: 17 May 2024, 18:53
Hi,
I'm new to Apollo and MDCEV.
I have trained an MDCEV model and tried to predict the choice.
I want to load the previous output, the "model" to do the prediction, like the following codes in the example
database = dataset1 # new dataset for prediction
apollo_inputs = apollo_validateInputs()
forecast_base = apollo_prediction(model,
apollo_probabilities,
apollo_inputs)
I noticed that although the estimated parameters are recorded in the model, the apollo_probabilities and the apollo_beta include initial settings for estimation, for example,
1. apollo_probabilities=function(apollo_beta, apollo_inputs, functionality="estimate"). Should I change the functionality to "prediction"?
2. a lot of settings in apollo_probabilities, such as #Define continuous consumption, are set for estimation, should I remove them?
3. the parameters in apollo_beta are the initial parameters before estimation, should I update it manually based on the results in the model?
Thank you so much for your time in advance!
I'm new to Apollo and MDCEV.
I have trained an MDCEV model and tried to predict the choice.
I want to load the previous output, the "model" to do the prediction, like the following codes in the example
database = dataset1 # new dataset for prediction
apollo_inputs = apollo_validateInputs()
forecast_base = apollo_prediction(model,
apollo_probabilities,
apollo_inputs)
I noticed that although the estimated parameters are recorded in the model, the apollo_probabilities and the apollo_beta include initial settings for estimation, for example,
1. apollo_probabilities=function(apollo_beta, apollo_inputs, functionality="estimate"). Should I change the functionality to "prediction"?
2. a lot of settings in apollo_probabilities, such as #Define continuous consumption, are set for estimation, should I remove them?
3. the parameters in apollo_beta are the initial parameters before estimation, should I update it manually based on the results in the model?
Thank you so much for your time in advance!