additive_pupil_sim | Simulate pupil data to test papss |
bootstrap_papss_standard_error | Boostrap estimate of standard error |
create_constant_term | Intercept term creation |
create_slope_term | Slope term creation |
create_spike_matrix_term | Spike matrix creation |
cross_val_tmax | Cross-validation for t_max estimation |
DEN_SHARED_NNLS_model_setup | Model template based on Denison et al.(2020)'s model |
extract_demand_for_fact | Extracts demand curves |
get_knots | Calculate knot sequence for a B-spline See Eilers & Marx... |
h_basis | Create "basis-functions" that make up the pupil spline. |
papss-package | What the package does (short line) |
plot_sim_vs_recovered | Plot simulated pupil data against recovered weights. |
pupil_solve | Main function that fits the penalized additive pupil model. |
term_by_factor | Expand term by factor |
WIER_DEN_SHARED_NNLS_model_setup | Model template based on Denison et al.(2020)'s and Wierda et... |
WIER_IND_NNLS_model_setup | Alternative model template based on Wierda et al.(2012)'s... |
WIER_SHARED_NNLS_model_setup | Model template based on Wierda et al.(2012)'s model |
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