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Bayesian data analysis and causal inference using Python & PyMC

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Mar 9, 2025
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.vscode
.vscode
Feb 1, 2025
data
data
Feb 25, 2025
images
images
Mar 8, 2025
quarto-style
quarto-style
Mar 6, 2025
references
references
Mar 7, 2025
stan_models
stan_models
Mar 9, 2025
.gitignore
.gitignore
Feb 28, 2025
01 - The Garden of Forking Data.qmd
01 - The Garden of Forking Data.qmd
Mar 9, 2025
02 - Sampling The Imaginary.qmd
02 - Sampling The Imaginary.qmd
Mar 9, 2025
03a - Geocentric Models.qmd
03a - Geocentric Models.qmd
Mar 9, 2025
03b - Geocentric Models.ipynb
03b - Geocentric Models.ipynb
Feb 13, 2025
03b - Geocentric Models.qmd
03b - Geocentric Models.qmd
Mar 9, 2025
03c - Geocentric Models.ipynb
03c - Geocentric Models.ipynb
Feb 14, 2025
04a - The Many Variables & The Suprious Waffles.ipynb
04a - The Many Variables & The Suprious Waffles.ipynb
Feb 19, 2025
04b - The Many Variables & The Suprious Waffles.ipynb
04b - The Many Variables & The Suprious Waffles.ipynb
Feb 21, 2025
Getting Started with Bayesian Statistics using Stan and Python.qmd
Getting Started with Bayesian Statistics using Stan and Python.qmd
Mar 7, 2025
PlottingStyle.mplstyle
PlottingStyle.mplstyle
Feb 6, 2025
R_code.qmd
R_code.qmd
Mar 9, 2025
bayesian-analysis.Rproj
bayesian-analysis.Rproj
Feb 25, 2025
init.py
init.py
Feb 28, 2025
init_notebook.py
init_notebook.py
Feb 16, 2025
requirements.txt
requirements.txt
Feb 13, 2025
utils.py
utils.py
Mar 9, 2025

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Bayesian data analysis and causal inference using Python & PyMC

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data-science statistics bayesian-methods pymc mathematical-analysis bayesian-inference
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