Cheat sheets

  • xGx PKPD Cheat Sheet: 1-page front and back resource summarizing xGx principles, plots, and codes

  • R Best Practices: 1-page reference sheet detailing some good practices for R coding, including tips for reproducibility and readability.

  • Graphics Principles Cheat Sheet: 1-page front and back cheat sheet summarizing good graphics principles (PDF)

  • Presentation Checklist: 1 page checklist for planning, developing, and delivering presentations, focusing on effective communication.

  • Presentation Evaluation Form: 1-page feedback form for evaluating presentations and/or asking for feedback

  • Uncertainty Assessment - Pedigree Table: 1-page reference sheet for evaluating the uncertainty of a model including quality of input data, breadth of exploration of model structure, incorporation of random effects, and predictive ability of model. (PDF)

Videos

  • Effective Visual Communication (EVC) for the Quantitative Scientist Cartoon Video (video)

  • xGx Tutorial Video, ACoP 2020 (video)

  • xGx Cheat Sheet Video, ACoP 2020 (video)

PK/PD Fundamentals trainings

xGx Presentations and Publications

  • A. Margolskee, F. Khanshan, A. M. Stein, Y. Ho, M. Looby (2020) “Exploratory Graphics (xGx)”, part of “An open-source Pharmacometrician’s workflow in R: from exploration (xGx) to model building (nlmixr) and diagnostics (ggPMX)”, Tutorial at ACoP11 2020 annual meeting, virtual (video)

  • A. Margolskee, F. Khanshan, A. M. Stein, Y. Ho, M. Looby (2020), “Exploratory graphics (xGx) Cheat Sheet: promoting the purposeful exploration of PKPD data,” Poster at ACoP11 2020 annual meeting, virtual (cheat sheet, video)

  • F. Khanshan, A. Margolskee, A. M. Stein, Y. Ho, M. Looby (2019) “Exploratory Graphics (xGx)”, part of “An open-source Pharmacometrician’s workflow in R: from exploration (xGx) to model building (nlmixr) and diagnostics (ggPMX)”, Tutorial at ACoP10 2019 annual meeting, Orlando, Florida

  • F. Khanshan, A. Margolskee, A. M. Stein, Y. Ho, M. Looby (2019) “Exploratory Graphics (xGx): Promoting the purposeful exploration of PKPD data”, Poster at ACoP10 2019 annual meeting, Orlando, Florida (abstract)

  • F. Khanshan, A. Margolskee, A. M. Stein, Y. Ho, M. Looby (2019) “Exploratory Graphics (xGx): Promoting the purposeful exploration of PKPD data”, Presentation at ACoP10 2019 annual meeting, Orlando, Florida (abstract)

  • A. Margolskee, F. Khanshan, A. M. Stein, Yu-Yun Ho, M. Looby (2019), “Exploratory Graphics (xGx) tool for purposeful PKPD data exploration”, Presentation at R/Pharma, August 2019, Harvard University, Massachusetts, USA

  • A. Margolskee, F. Khanshan, A. M. Stein, Y. Ho, M. Looby (2019), “Exploratory graphics (xGx): promoting the purposeful exploration of PKPD data,” Presentation at 2019 PAGE annual meeting, Stockholm, Sweden (abstract)

  • U Minnesota Pharmacometrics Summer School (2019), One day training course on exploratory graphics - xGx, Minneapolis, MN