DataViz

Latest Post

26 Dec, 2020

Animated plots

The tutorial is based on R and StatsNotebook, a graphical interface for R. Animated plots can be created using the gganimate package, an extension of the ggplot2 package. We will use the built-in Gapminder dataset for scatterplot example and the COVID-19 data for the line graph, world map and barchart. This dataset can be loaded into StatsNotebook using instruction here. The UNDP data can be downloaded from here here and the COVID-19 data can also be downloaded from here here . Read more

All Posts

  • Causal inference: Inverse probability treatment weighting - 5 May, 2021
  • Age-period-cohort analysis - 29 Mar, 2021
  • Robust regression - 8 Dec, 2020
  • IPTW with missing data - 5 Dec, 2020
  • Linear mixed model (Multilevel model) - 20 Oct, 2020
  • Residual plots and assumption checking - 16 Oct, 2020
  • Multiple Imputation - 23 Sep, 2020
  • Causal Mediation Analysis - 23 Sep, 2020
  • Moderation (Interaction) analysis using linear regression - 22 Sep, 2020
  • Descriptive statistics - 20 Sep, 2020
  • Linear regression with missing data - 18 Sep, 2020
  • Linear Regression - 18 Sep, 2020