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examples/bart/bart_introduction.ipynb

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"(BART_introduction)=\n",
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"# Bayesian Additive Regression Trees: Introduction\n",
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":::{post} Dec 21, 2021\n",
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":tags: BART, non-parametric, regression \n",
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":tags: BART, nonparametric, regression \n",
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":category: intermediate, explanation\n",
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":author: Osvaldo Martin\n",
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":::"

examples/bart/bart_introduction.myst.md

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(BART_introduction)=
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# Bayesian Additive Regression Trees: Introduction
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:::{post} Dec 21, 2021
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:tags: BART, non-parametric, regression
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:tags: BART, nonparametric, regression
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:category: intermediate, explanation
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:author: Osvaldo Martin
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examples/bart/bart_quantile_regression.ipynb

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"(BART_quantile)=\n",
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"# Quantile Regression with BART\n",
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":::{post} Jan 25, 2023\n",
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":tags: BART, non-parametric, quantile, regression \n",
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":tags: BART, nonparametric, quantile, regression \n",
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":category: intermediate, explanation\n",
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":author: Osvaldo Martin\n",
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":::"

examples/bart/bart_quantile_regression.myst.md

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(BART_quantile)=
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# Quantile Regression with BART
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:::{post} Jan 25, 2023
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:tags: BART, non-parametric, quantile, regression
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:tags: BART, nonparametric, quantile, regression
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:category: intermediate, explanation
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:author: Osvaldo Martin
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examples/causal_inference/bayesian_nonparametric_causal.ipynb

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"# Bayesian Non-parametric Causal Inference\n",
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"\n",
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":::{post} January, 2024\n",
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":tags: bart, propensity scores, debiased machine learning, mediation\n",
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":tags: BART, propensity scores, debiased machine learning, mediation\n",
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":category: advanced, reference\n",
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":author: Nathaniel Forde\n",
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":::"

examples/causal_inference/bayesian_nonparametric_causal.myst.md

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# Bayesian Non-parametric Causal Inference
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:::{post} January, 2024
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:tags: bart, propensity scores, debiased machine learning, mediation
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:tags: BART, propensity scores, debiased machine learning, mediation
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:category: advanced, reference
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:author: Nathaniel Forde
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examples/gaussian_processes/GP-Births.ipynb

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"# Baby Births Modelling with HSGPs\n",
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"\n",
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":::{post} January, 2024\n",
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":tags: gaussian processes, hilbert space approximation,\n",
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":tags: gaussian process, hilbert space approximation,\n",
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":category: intermediate, how-to\n",
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":author: [Juan Orduz](https://juanitorduz.github.io/)\n",
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":::"

examples/gaussian_processes/GP-Births.myst.md

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# Baby Births Modelling with HSGPs
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:::{post} January, 2024
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:tags: gaussian processes, hilbert space approximation,
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:tags: gaussian process, hilbert space approximation,
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:category: intermediate, how-to
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:author: [Juan Orduz](https://juanitorduz.github.io/)
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examples/gaussian_processes/GP-Latent.ipynb

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"# Gaussian Processes: Latent Variable Implementation\n",
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"\n",
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":::{post} June 6, 2023\n",
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":tags: gaussian processes, time series\n",
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":tags: gaussian process, time series\n",
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":category: reference, intermediate\n",
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":author: Bill Engels\n",
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":::"

examples/gaussian_processes/GP-Latent.myst.md

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# Gaussian Processes: Latent Variable Implementation
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:::{post} June 6, 2023
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:tags: gaussian processes, time series
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:tags: gaussian process, time series
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:category: reference, intermediate
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:author: Bill Engels
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