Bijector Error

gistfile1.txt

using Turing
using SequentialSamplingModels
using Distributions

choice1,rt1 = rand(LBA(ν=[3.0, 2.0], A=0.8, k=0.2, τ=0.3), 25)
choice2,rt2 = rand(LBA(ν=[1.0, 1.5], A=0.7, k=0.2, τ=0.3), 25)

data = (choice=[choice1;choice2],rt=[rt1;rt1])

condition = repeat([1,0], inner=25)

@model function model_lba(data; condition, min_rt=minimum(data.rt))
    # Parameters
    n = length(data.rt)

    # Priors for auxiliary parameters
    A ~ truncated(Normal(0.8, 0.4), 0.0, Inf)
    k ~ truncated(Normal(0.2, 0.2), 0.0, Inf)
    tau ~ Uniform(0.0, min_rt)

    # Priors over coefficients
    beta_intercept ~ filldist(Normal(0, 1), 2)
    beta_condition ~ filldist(Normal(0, 1), 2)

    for i in 1:n
        drifts = beta_intercept #.+ beta_condition * condition[i]
        d = (choice=data.choice[i], rt=data.rt[i])
        d ~ LBA(; τ=tau, A=A, k=k, ν=drifts)
    end

    return (; data, A, k, tau)
end

chain = sample(model_lba((choice=data.choice, rt=data.rt); condition), NUTS(), 500)