Code

Python Code

  • Introduction to Python, part I
  • Introduction to Python, part II
  • Introduction to descriptive statistics
  • Introduction to the linear model
  • More about the linear model
  • Proportions and odds
  • Log-linear analysis and Poisson regression
  • 9. Principal components analysis
  • Cluster analysis
  • Multidimensional scaling
  • Event history analysis (Survival analysis)
  • Time series I (trend analysis)
  • Time series II (moving average, autoregressive, and ARMA models)
  • Time Series III (transfer-function regression)

    • R Code

  • Installation
  • Introduction to R
  • Measurement
  • Tables and Calculations
  • Percentage Tables
  • Central Tendency
  • Crosstabulation and Odds
  • Confidence Intervals
  • More Confidence Intervals
  • Means
  • T-test
  • ANOVA
  • Factorial ANOVA
  • Another Factorial ANOVA
  • More on Factorial ANOVA
  • Correlation and Linear Regression
  • Creating Dummy Variables (binary vectors)
  • Recoding and Indexing
  • An Example of Indexing
  • More Recoding and Indexing
  • Multiple Linear Regression
  • More Multiple Linear Regression
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