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02_garden_animation.r
02_garden_animation.r
 
 
02_garden_plots_lib.R
02_garden_plots_lib.R
 
 
02_globe_tossing_updating.r
02_globe_tossing_updating.r
 
 
02_predictive_simulation.r
02_predictive_simulation.r
 
 
03_gaussian_generative_sim.r
03_gaussian_generative_sim.r
 
 
03_howell_new_weight_model.r
03_howell_new_weight_model.r
 
 
03_howell_plots.r
03_howell_plots.r
 
 
03_prior_pred_OLS.r
03_prior_pred_OLS.r
 
 
03_ptolemaic_model.R
03_ptolemaic_model.R
 
 
04_height_weight_sex_categorical.r
04_height_weight_sex_categorical.r
 
 
04_prior_pred_spline.r
04_prior_pred_spline.r
 
 
05_DAG_animations.r
05_DAG_animations.r
 
 
05_elemental_confounds.r
05_elemental_confounds.r
 
 
06_DAG_animations.r
06_DAG_animations.r
 
 
06_breen_collider_animation.R
06_breen_collider_animation.R
 
 
06_simulations_bad_controls.r
06_simulations_bad_controls.r
 
 
07_copernican_model.R
07_copernican_model.R
 
 
07_overfitting_animations.r
07_overfitting_animations.r
 
 
08_MCMC.r
08_MCMC.r
 
 
08_mHMC.stan
08_mHMC.stan
 
 
09_binomial_GLMs.r
09_binomial_GLMs.r
 
 
10_confounds_poisson.r
10_confounds_poisson.r
 
 
11_ordered_categories.r
11_ordered_categories.r
 
 
12_bonus_mundlak.r
12_bonus_mundlak.r
 
 
12_intro_multilevel_models.r
12_intro_multilevel_models.r
 
 
13_GLMM2.r
13_GLMM2.r
 
 
13_varying_features_bangladesh.R
13_varying_features_bangladesh.R
 
 
14_GLMM_slopes_.r
14_GLMM_slopes_.r
 
 
14_varying_slopes_bangladesh.R
14_varying_slopes_bangladesh.R
 
 
15_social_networks.r
15_social_networks.r
 
 
16_gaussian_processes.r
16_gaussian_processes.r
 
 
16_gp_fast_f.stan
16_gp_fast_f.stan
 
 
16_gp_fast_l.stan
16_gp_fast_l.stan
 
 
17_age_estimation.r
17_age_estimation.r
 
 
17_measurement_error.r
17_measurement_error.r
 
 
17_measurement_error.stan
17_measurement_error.stan
 
 
18_BMG_OU.stan
18_BMG_OU.stan
 
 
18_missing_data.r
18_missing_data.r
 
 
19_gen_lin_madness.r
19_gen_lin_madness.r
 
 
README.md
README.md
 
 

README.md

This folder contains scripts used to make the visualizations and examples in the lectures