├── .DS_Store ├── assets ├── MJ_US_shootings.csv └── bgnbd.xls ├── nbs ├── .DS_Store ├── .ipynb_checkpoints │ ├── Dirichlet Process-checkpoint.ipynb │ ├── Gaussian Processes-checkpoint.ipynb │ ├── Hamiltonian Monte Carlo-checkpoint.ipynb │ ├── US_Shootings_Altair-checkpoint.ipynb │ └── postive_definite-checkpoint.ipynb ├── Athey_matrix_completion.ipynb ├── Binomial Gaussian Process.ipynb ├── Dirichlet Process.ipynb ├── Fader_Hardie.ipynb ├── GP_Poisson_density_estimation.ipynb ├── Gaussian Processes.ipynb ├── Hamiltonian Monte Carlo.ipynb ├── MacKay_bayesian_exp.ipynb ├── MacKay_chap2.ipynb ├── Mackay_kmeans.ipynb ├── SA_to_Metropolis_Example.ipynb ├── SA_to_Metropolis_part2.ipynb ├── Turkish_dolmas.ipynb ├── US_Shootings_Altair.ipynb ├── bin_gp_by_sex.png ├── bin_gp_by_sex_ed.png ├── bin_gp_pp.png ├── bin_gp_sample.png ├── census_data.csv ├── covid_experiments │ ├── Delhi_wards.json │ ├── prevelance_data.csv │ ├── thompson_sampling_anim.ipynb │ └── thompson_sampling_delhi.ipynb ├── generate_sample.py ├── growth_analysis │ ├── data │ │ ├── OGHIST.xls │ │ ├── mpd2018.xlsx │ │ ├── pwt90.xlsx │ │ └── wdi.csv │ ├── output │ │ ├── 2018_10_17_coefficient_drift_pwt_mad.png │ │ ├── all_df.csv │ │ ├── coefficient_drift.png │ │ ├── coefficient_drift_pwt.png │ │ ├── coefficient_drift_pwt_mad.png │ │ └── coefficient_drift_wdi.png │ └── src │ │ ├── python │ │ └── Cross_country_GRs.ipynb │ │ └── stata │ │ ├── 00 Master File.do │ │ ├── 01 Prepare Data.do │ │ ├── 02 Beta Convergence.do │ │ ├── 02 Growth graphs.do │ │ └── 02 Growth sum stats.do ├── hmm_em.ipynb ├── hmm_simple_sid.ipynb ├── inputs │ ├── 2016USPresidentialElectionResultsbyCounty.csv │ ├── all_suicides2007_2016.txt │ └── census_pop2016_m.csv ├── logit_choice │ ├── logit_choice_jims_final.ipynb │ ├── logit_choice_v1.ipynb │ └── logit_choice_v2.ipynb ├── postive_definite.ipynb └── ssm.ipynb └── src ├── Traveling_Santa_SidR.zip ├── advi ├── advi.py └── run_advi.py └── readme.txt /.DS_Store: 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