21 episodes

Originally created for the unit STA80006 Using R for Statistical Analysis, this series covers the use of the R statistical software. It includes R syntax, functions, data visualisation, descriptive statistics, statistical inference, RStudio, and Shiny. This series is licenced under a Creative Commons Attribution-NonCommercial-NoDerivs License.

Using R for Statistical Analysis Swinburne University of Technology

    • Education

Originally created for the unit STA80006 Using R for Statistical Analysis, this series covers the use of the R statistical software. It includes R syntax, functions, data visualisation, descriptive statistics, statistical inference, RStudio, and Shiny. This series is licenced under a Creative Commons Attribution-NonCommercial-NoDerivs License.

    • video
    Anatomy of a Shiny app (STA80006 Using R for Statistical Analysis)

    Anatomy of a Shiny app (STA80006 Using R for Statistical Analysis)

    This video examines a Shiny web application of an R cluster analysis. It looks at the user interface (ui.R) and server (server.R) code that was used to produce the application. Video originally created for STA80006 Using R for Statistical Analysis.

    • 7 min
    • video
    Programming functions in R: For loops and while loops (STA80006 Using R for Statistical Analysis)

    Programming functions in R: For loops and while loops (STA80006 Using R for Statistical Analysis)

    This video demonstrates the use of for loops and while loops in the R statistical software. Video originally created for STA80006 Using R for Statistical Analysis.

    • 7 min
    • video
    Programming functions in R: If statements (STA80006 Using R for Statistical Analysis)

    Programming functions in R: If statements (STA80006 Using R for Statistical Analysis)

    This video demonstrates using if statements in programming functions in the R statistical software. Video originally created for STA80006 Using R for Statistical Analysis.

    • 6 min
    • video
    Programming functions in R: Intro and function arguments (STA80006 Using R for Statistical Analysis)

    Programming functions in R: Intro and function arguments (STA80006 Using R for Statistical Analysis)

    This video demonstrates how to program functions and use function arguments in the R statistical software. Video originally created for STA80006 Using R for Statistical Analysis.

    • 5 min
    • video
    Linear regression in R (STA80006 Using R for Statistical Analysis)

    Linear regression in R (STA80006 Using R for Statistical Analysis)

    This video demonstrates how to do simple linear regression in the R statistical software. Video originally created for STA80006 Using R for Statistical Analysis.

    • 5 min
    • video
    Introduction to web applications with Shiny (STA80006 Using R for Statistical Analysis)

    Introduction to web applications with Shiny (STA80006 Using R for Statistical Analysis)

    This video introduces the Shiny framework for R and shows how to run a Shiny application. Video originally created for STA80006 Using R for Statistical Analysis.

    • 9 min

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