Create a list containing the parameters of multiple fitted multinomial logit models. Can be used to parameterize state transitions in a discrete time transition model by passing to the params field of a CohortDtstmTrans object.

params_mlogit_list(...)

Arguments

...

Objects of class params_mlogit, which can be named.

Value

An object of class params_mlogit_list, which is a list containing params_mlogit objects.

See also

Examples

# Consider a sick-sicker model params <- params_mlogit_list( ## Transitions from sick state (sick -> sicker, sick -> death) sick = params_mlogit( coefs = list( sicker = data.frame( intercept = c(-0.33, -.2), treat = c(log(.75), log(.8)) ), death = data.frame( intercept = c(-1, -1.2), treat = c(log(.6), log(.65)) ) ) ), ## Transitions from sicker state (sicker -> death) sicker = params_mlogit( coefs = list( death = data.frame( intercept = c(-1.5, -1.4), treat = c(log(.5), log(.55)) ) ) ) ) summary(params)
#> from to term mean sd 2.5% 97.5% #> 1: sick sicker intercept -0.2650000 0.09192388 -0.3267500 -0.2032500 #> 2: sick sicker treat -0.2554128 0.04563563 -0.2860686 -0.2247570 #> 3: sick death intercept -1.1000000 0.14142136 -1.1950000 -1.0050000 #> 4: sick death treat -0.4708043 0.05659874 -0.5088246 -0.4327840 #> 5: sicker death intercept -1.4500000 0.07071068 -1.4975000 -1.4025000 #> 6: sicker death treat -0.6454921 0.06739447 -0.6907644 -0.6002198
params
#> A "params_mlogit_list" object #> #> Summary of coefficients: #> from to term mean sd 2.5% 97.5% #> 1: sick sicker intercept -0.2650000 0.09192388 -0.3267500 -0.2032500 #> 2: sick sicker treat -0.2554128 0.04563563 -0.2860686 -0.2247570 #> 3: sick death intercept -1.1000000 0.14142136 -1.1950000 -1.0050000 #> 4: sick death treat -0.4708043 0.05659874 -0.5088246 -0.4327840 #> 5: sicker death intercept -1.4500000 0.07071068 -1.4975000 -1.4025000 #> 6: sicker death treat -0.6454921 0.06739447 -0.6907644 -0.6002198 #> #> Number of parameter samples: 2 #> Number of starting (non-absorbing) states: 2 #> Number of transitions by starting state: 2 1