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strengejacke/README.md

Hello there!

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I'm a senior researcher working in the Institute of Medical Sociology (IMS) at the University Medical Center Hamburg-Eppendorf (UKE). I chair the working group on health and health care among the aged.

My research interests are

  • Health and health care among the aged
  • Family carers of older people
  • Organizational behaviour and health care research
  • Social inequalities in health care

Scientific and social media profiles

               

You can find further information on my website:

๐Ÿ‘‰๐Ÿ‘‰ www.danielluedecke.de ๐Ÿ‘ˆ๐Ÿ‘ˆ

including a list of publications.

Statistical skills

I'm co-chairing the working group "Research Methods" of the German Society of Medical Sociology (AG Methoden / DGMS) and do a lot R programming. Currently, I'm mostly involved in projects related to R statistics (through the easystats project or my other packages like ggeffects). However, my previous main activity in developing research software was the Zettelkasten, in Java.

Here are the main R-package projects I'm working on:

Data wrangling and preparation

  • datawizard ๐Ÿง™ Magic potions to clean and transform your data

Statistics and regression modelling

  • parameters: ๐Ÿ“Š Computation and processing of models' parameters
  • performance: ๐Ÿ’ช Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)
  • bayestestR: ๐Ÿ‘ป Utilities for analyzing Bayesian models and posterior distributions
  • effectsize: ๐Ÿ‰ Compute and work with indices of effect size and standardized parameters
  • correlation: ๐Ÿ”— Methods for Correlation Analysis
  • modelbased: ๐Ÿ“ˆ Estimate effects, contrasts and means based on statistical models
  • report: ๐Ÿ“œ ๐ŸŽ‰ Automated reporting of objects in R
  • insight: ๐Ÿ”ฎ Easy access to model information for various model objects
  • sjstats: Effect size measures and significance tests

Data Visualization

  • ggeffects: Estimated marginal means, contrasts and pairwise comparisons and effects plots for regression models
  • see: ๐ŸŽจ Visualisation toolbox for beautiful and publication-ready figures
  • sjPlot: Plots and tables for summary statistics, descriptive statistics and regression models

Pinned Loading

  1. ggeffects ggeffects Public

    Estimated Marginal Means and Marginal Effects from Regression Models for ggplot2

    R 537 34

  2. easystats/parameters easystats/parameters Public

    ๐Ÿ“Š Computation and processing of models' parameters

    R 419 37

  3. easystats/datawizard easystats/datawizard Public

    Magic potions to clean and transform your data ๐Ÿง™

    R 199 13

  4. easystats/performance easystats/performance Public

    ๐Ÿ’ช Models' quality and performance metrics (R2, ICC, LOO, AIC, BF, ...)

    R 967 87

  5. sjPlot sjPlot Public

    sjPlot - Data Visualization for Statistics in Social Science

    R 603 91

  6. sjstats sjstats Public

    Effect size measures and significance tests

    R 189 21