Data Apothecary’s Notes
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Categories
All (55)
Case Study (2)
Causal Inference (6)
Clinical Trials (8)
DevOps (1)
Git (1)
Missing Data (2)
Pharma (1)
Quarto (7)
R (10)
Reading Notes (4)
Real World Data (5)
Reporting (4)
Setup (1)
Shiny (1)
SQL (2)
Statistics (13)
Survival (3)

Notes

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Date Title Categories
Aug 27, 2025 PS matching Causal Inference, Statistics
Aug 4, 2025 Set up VSCode with R R, Setup
Mar 3, 2025 Entropy and cross-entropy loss Statistics
Feb 28, 2025 Run formulae in loops and handle error R
Feb 19, 2025 Causal Inference in Aggregated Time Series Statistics, Causal Inference
Jan 7, 2025 SQL: my workflow SQL
Nov 29, 2024 SQL basics SQL
Nov 21, 2024 Automation with GitHub Action DevOps
Nov 14, 2024 Quarto dashboard Quarto
Oct 2, 2024 Length of hospital stay: Part II Case Study, Survival
Oct 2, 2024 Study design and statistical inference Statistics
Oct 2, 2024 Regression Statistics
Aug 20, 2024 Notes from book: What if (Part 2) Causal Inference, Statistics
Aug 20, 2024 Notes from book: What if (Part x) Causal Inference, Statistics
Aug 20, 2024 Survival analysis basics Survival, Statistics
Aug 18, 2024 Notes from book: What If (Part 1) Causal Inference, Statistics
Jun 10, 2024 Mixed models for repeted measurements Statistics
Jun 10, 2024 A very Simple Reveal.js Demo  
Jun 6, 2024 Bad Pharma: How medicine is broken, and how we can fix it - Ben Goldacre Reading Notes
May 17, 2024 Nutritional Epidemiology Real World Data
Apr 23, 2024 Competing risks Survival, Statistics
Apr 2, 2024 Set up version control Git
Mar 25, 2024 RWD EHR Vendor Engagement Real World Data
Feb 24, 2024 Intervals Statistics
Feb 23, 2024 Multiple imputation in R Missing Data
Feb 21, 2024 Antibiotics Pharma
Feb 18, 2024 Working in Public: The Making and Maintenance of Open Source Software - Nadia Eghbal Reading Notes
Feb 14, 2024 Missing data and imputation Missing Data
Dec 18, 2023 Length of hospital stay: Part I Case Study, Real World Data
Nov 7, 2023 Dependencies R
Oct 18, 2023 Styling your quarto project Quarto
Oct 8, 2023 My workflow in working with functions in a package R
Oct 6, 2023 Functions R
Oct 4, 2023 Make slides with reveal.js Quarto
Oct 3, 2023 R package: tests R
Oct 2, 2023 R package Engineering Workflow R
Oct 1, 2023 Use WebR in your existing quarto website Quarto
Oct 1, 2023 WebR: Use with an existing quarto website Quarto
Sep 4, 2023 Real-world Data, Real-world Evidence Real World Data
Sep 3, 2023 Effects and Estimands Clinical Trials, Real World Data
Sep 3, 2023 Matching and weighting Causal Inference, Statistics
Aug 20, 2023 Sample size (part I) Clinical Trials
Aug 20, 2023 Sample size (part II) Clinical Trials
Jun 1, 2023 Clinical trial design overview Clinical Trials
May 19, 2023 R package workflow R
Mar 17, 2023 Preventable: How a Pandemic Changed the World & How to Stop the Next One - Devi Sridhar Reading Notes
Mar 1, 2023 Notes: Making Data Science work for Clinical Reporting - Part 4 Clinical Trials, Reporting
Feb 27, 2023 Notes: Making Data Science work for Clinical Reporting - Part 3 Clinical Trials, Reporting
Feb 25, 2023 Testing Shiny app and deploy to shinyapps.io Shiny
Feb 23, 2023 OOP in R: S3 R
Feb 22, 2023 Notes: Making Data Science work for Clinical Reporting - Part 2 Clinical Trials, Reporting
Feb 20, 2023 R package website with pkgdown R, Quarto
Feb 6, 2023 Notes: Making Data Science work for Clinical Reporting - Part 1 Clinical Trials, Reporting
Jan 11, 2023 Publishing Quarto Website with GitHub Pages Quarto
Jan 4, 2023 How to prevent the next pandemic - Bill Gates Reading Notes
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