Using R for Statistical Analysis

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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 Common…

Swinburne University of Technology


    • Oct 11, 2015 LATEST EPISODE
    • infrequent NEW EPISODES
    • 5m AVG DURATION
    • 21 EPISODES


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    Latest episodes from Using R for Statistical Analysis

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

    Play Episode Listen Later Oct 11, 2015 7:03


    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.

    video anatomy statistics stats cc shiny statistical analysis
    Programming functions in R: For loops and while loops (STA80006 Using R for Statistical Analysis)

    Play Episode Listen Later Oct 4, 2015 7:06


    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.

    video programming stats functions loops statistical analysis
    Programming functions in R: If statements (STA80006 Using R for Statistical Analysis)

    Play Episode Listen Later Sep 29, 2015 6:54


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

    video programming stats statements functions statistical analysis
    Programming functions in R: Intro and function arguments (STA80006 Using R for Statistical Analysis)

    Play Episode Listen Later Sep 20, 2015 5:19


    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.

    video programming stats arguments functions statistical analysis
    Linear regression in R (STA80006 Using R for Statistical Analysis)

    Play Episode Listen Later Sep 16, 2015 5:08


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

    video statistics stats statistical analysis linear regression
    Introduction to web applications with Shiny (STA80006 Using R for Statistical Analysis)

    Play Episode Listen Later Sep 6, 2015 9:50


    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.

    video statistics stats cc shiny web applications statistical analysis
    Conducting t-tests in R (STA80006 Using R for Statistical Analysis)

    Play Episode Listen Later Aug 20, 2015 5:35


    This video demonstrates how to conduct one-sample, two-sample, and paired t-tests in the R statistical software. Video originally created for STA80006 Using R for Statistical Analysis.

    video tests statistics stats conducting statistical analysis
    One-way ANOVA with R (STA80006 Using R for Statistical Analysis)

    Play Episode Listen Later Aug 3, 2015 6:59


    This video demonstrates how to conduct a one-way analysis of variance (ANOVA) with the R statistical software. Video originally created for STA80006 Using R for Statistical Analysis.

    video statistics stats one way anova statistical analysis
    The ggplot2 package for R (STA80006 Using R for Statistical Analysis)

    Play Episode Listen Later Jul 27, 2015 9:13


    This video demonstrates the ggplot2 graphics package for the R statistical software. Video originally created for STA80006 Using R for Statistical Analysis.

    video stats package statistical analysis ggplot2
    The qplot() function from the ggplot2 package in R (STA80006 Using R for Statistical Analysis)

    Play Episode Listen Later Jul 20, 2015 3:48


    This video demonstrates producing graphs using the qplot() function from the ggplot2 package in R. Video originally created for STA80006 Using R for Statistical Analysis.

    video stats function package statistical analysis ggplot2
    Drawing histograms and saving graphs in R (STA80006 Using R for Statistical Analysis)

    Play Episode Listen Later Jul 12, 2015 4:57


    This video demonstrates how to draw histograms, and how to copy and save graphs in the R statistical software. Video originally created for STA80006 Using R for Statistical Analysis.

    video saving drawing stats graphs statistical analysis histograms
    Scatterplots and graph legends in R (STA80006 Using R for Statistical Analysis)

    Play Episode Listen Later Jul 5, 2015 6:38


    This video shows how to produce scatterplots, and how to add legends to graphs in the R statistical software. Video originally created for STA80006 Using R for Statistical Analysis.

    video legends stats graphs statistical analysis
    Boxplots in R (STA80006 Using R for Statistical Analysis)

    Play Episode Listen Later Jul 1, 2015 2:30


    A demonstration of creating boxplots in the R statistical software. Video originally created for STA80006 Using R for Statistical Analysis.

    video statistics stats statistical analysis
    Data Frames and Lists in R (STA80006 Using R for Statistical Analysis)

    Play Episode Listen Later Jun 27, 2015 5:26


    A demonstration of the Data Frame and List structures in the R statistical software programme. Video originally created for STA80006 Using R for Statistical Analysis.

    video data statistics stats lists frames statistical analysis
    Getting started with R: using functions (STA80006 Using R for Statistical Analysis)

    Play Episode Listen Later Mar 22, 2015 9:35


    This video looks at available functions in R, and how to go about running functions. Video originally created for STA80006 Using R for Statistical Analysis.

    video software statistics getting started stats functions swinburne statistical analysis
    Using the dplyr package in R (STA80006 Using R for Statistical Analysis)

    Play Episode Listen Later Mar 10, 2015 4:38


    A demonstration of data frame manipulation functions in the dplyr package, using the R statistical software programme. Video originally created for STA80006 Using R for Statistical Analysis.

    video statistics stats package statistical analysis
    Descriptive statistics in R (STA80006 Using R for Statistical Analysis)

    Play Episode Listen Later Mar 6, 2015 3:34


    Learn the basics of how to find the descriptive statistics of a data set using the R statistical software. Video originally created for STA80006 Using R for Statistical Analysis.

    video statistics stats descriptive statistical analysis
    Getting started with RStudio (STA80006 Using R for Statistical Analysis)

    Play Episode Listen Later Mar 5, 2015 2:45


    This video helps you get started with RStudio. Video originally created for STA80006 Using R for Statistical Analysis.

    video software statistics getting started statistical analysis rstudio
    Installing RStudio (STA80006 Using R for Statistical Analysis)

    Play Episode Listen Later Feb 18, 2015 1:50


    This video shows you how to download and install RStudio from http://www.rstudio.com. Video originally created for STA80006 Using R for Statistical Analysis.

    video statistics stats installing statistical analysis rstudio
    Installing R (STA80006 Using R for Statistical Analysis)

    Play Episode Listen Later Feb 17, 2015 1:44


    This video shows you how to download and install R from http://r-project.org. Video originally created for STA80006 Using R for Statistical Analysis.

    video statistics stats installing statistical analysis
    Getting started with R: command prompt basics (STA80006 Using R for Statistical Analysis)

    Play Episode Listen Later Feb 1, 2015 4:03


    This video looks at the basics of the R command prompt. Video originally created for STA80006 Using R for Statistical Analysis.

    video software basics statistics command getting started prompt statistical analysis

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