MNL analysis does not show SE and p-value
Posted: Thu Oct 24, 2024 2:26 am
Hi,
I am very new to DCE study.
I launched the pilot study and tried to analyze the pilot data using MNL in R to get the priors.
I got the estimates' values but did not get the SE and p-values to determine the significance of the coefficients.
Here is what the console says about optimization diagnosis:
Model diagnosis : Relative function convergence
Optimisation diagnosis : Inconclusive test
hessian properties : Some eigenvalues are zero
maximum eigenvalue : 0
reciprocal of condition number : not calculated (Hessian is not negative definite)
Number of individuals : 30
Number of rows in database : 330
Number of modelled outcomes : 330
Number of cores used : 1
Model without mixing
LL(start) : -228.74
LL at equal shares, LL(0) : -228.74
LL at observed shares, LL(C) : -227.18
LL(final) : -191.77
Rho-squared vs equal shares : 0.1616
Adj.Rho-squared vs equal shares : 0.1092
Rho-squared vs observed shares : 0.1559
Adj.Rho-squared vs observed shares : 0.1075
AIC : 407.53
BIC : 453.12
I could not figure out the exact issue and am seeking suggestions on how to resolve this issue.
Thank you in advance.
I am very new to DCE study.
I launched the pilot study and tried to analyze the pilot data using MNL in R to get the priors.
I got the estimates' values but did not get the SE and p-values to determine the significance of the coefficients.
Here is what the console says about optimization diagnosis:
Model diagnosis : Relative function convergence
Optimisation diagnosis : Inconclusive test
hessian properties : Some eigenvalues are zero
maximum eigenvalue : 0
reciprocal of condition number : not calculated (Hessian is not negative definite)
Number of individuals : 30
Number of rows in database : 330
Number of modelled outcomes : 330
Number of cores used : 1
Model without mixing
LL(start) : -228.74
LL at equal shares, LL(0) : -228.74
LL at observed shares, LL(C) : -227.18
LL(final) : -191.77
Rho-squared vs equal shares : 0.1616
Adj.Rho-squared vs equal shares : 0.1092
Rho-squared vs observed shares : 0.1559
Adj.Rho-squared vs observed shares : 0.1075
AIC : 407.53
BIC : 453.12
I could not figure out the exact issue and am seeking suggestions on how to resolve this issue.
Thank you in advance.