All functions

compute_loglike()

Compute log likelihood of model selected

compute_negative_loglike()

Compute negative log likelihood of model selected

estimate_by_optim()

Estimate parameters of LCM by optim

estimate_by_post_mean()

Estimate alpha of LCM by post mean

fit_lcm()

Fit data to latent cause model

infer_lcm()

Latent cause model using local maximum a posteriori inference

infer_lcm_rw()

Latent cause modulated Rescorla-Wagner model