Cross-nested specification
Posted: 18 Feb 2021, 12:58
Hi,
I'm finding trouble in estimating a CNL specification that is slighlty different than that shown in the examples.
In Apollo_example_6.r, as the manual explains, there are three nests; One for air and rail, One of Bus and Rail, and one in which Car is all alone. Since car is on its own, the nesting parameter for the car nest is set to 1.
Well, my nesting structure is different, I have four alternatives: Car, Bike, Walk, Other; and I'd like to put in nest1 Car and Other, while in nest2 Bike, Walk, and Other. For that, I wrote:
Note that I have changed three things with respect to the example:
- I removed 'car=1' in cnlNests, and not replaced with any other alternative since there is no nest with one only alternative
- Removed cnlStructure[2] since there is no third nest
- Switch the '1' in cnlStructure[2,] from the second to the first position.
Is this structure correct? When I code it like this, apollo_estimates throws the error:
Error in apollo_estimate(apollo_beta, apollo_fixed, apollo_probabilities, : Log-likelihood calculation fails at values close to the starting values!.
However, no matter the starting values, it always gives that error. That's why I thought the problem is in the nesting structure.
Thanks for your help.
J.
I'm finding trouble in estimating a CNL specification that is slighlty different than that shown in the examples.
In Apollo_example_6.r, as the manual explains, there are three nests; One for air and rail, One of Bus and Rail, and one in which Car is all alone. Since car is on its own, the nesting parameter for the car nest is set to 1.
Well, my nesting structure is different, I have four alternatives: Car, Bike, Walk, Other; and I'd like to put in nest1 Car and Other, while in nest2 Bike, Walk, and Other. For that, I wrote:
Code: Select all
### Specify nests for CNL model
cnlNests = list(motor=lambda_motor, nomotor=lambda_nomotor)
### Specify nest allocation parameters for alternatives included in multiple nests
alpha_other_motor = exp(alpha0_other_motor)/(exp(alpha0_other_motor) + exp(alpha0_other_nomotor))
alpha_other_nomotor = 1 - alpha_other_motor
### Specify tree structure, showing membership in nests (one row per nest, one column per alternative)
cnlStructure = matrix(0, nrow=length(cnlNests), ncol=length(V))
cnlStructure[1,] = c( 0, 0, 1, alpha_other_motor )
cnlStructure[2,] = c( 1, 0, 0, alpha_other_nomotor)
### Define settings for NL model
cnl_settings <- list(
alternatives = c(car=1, bike=2, walk=3, other=4),
avail = list(car=av_car, bike=av_bike, walk=av_walk, other=av_other),
choiceVar = CHOICE,
V = V,
cnlNests = cnlNests,
cnlStructure = cnlStructure
)
- I removed 'car=1' in cnlNests, and not replaced with any other alternative since there is no nest with one only alternative
- Removed cnlStructure[2] since there is no third nest
- Switch the '1' in cnlStructure[2,] from the second to the first position.
Is this structure correct? When I code it like this, apollo_estimates throws the error:
Error in apollo_estimate(apollo_beta, apollo_fixed, apollo_probabilities, : Log-likelihood calculation fails at values close to the starting values!.
However, no matter the starting values, it always gives that error. That's why I thought the problem is in the nesting structure.
Thanks for your help.
J.