Using R for Statistical Analysis
http://www.swinburne.edu.au/study/courses/units/Using-R-for-Statistical-Analysis-STA80006/local
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.en-AUMon, 26 Mar 2018 11:42:59 +1100Statisticscommons-feeds/1 (trutter)60Permission for limited re-use is provided under the terms of the Australian Creative Commons Attribution Non-commercial No Derivatives (by-nc-nd) licence http://creativecommons.org/licenses/by-nc-nd/4.0/commons@swinburne.edu.au (Swinburne Commons)commons@swinburne.edu.au (Swinburne Commons)Swinburne University of TechnologynocleanOriginally created for the unit STA80006 Using R for Statistical Analysis, this series covers the use of the R statistical s…stats, statisticshttp://www.swinburne.edu.au/app/commons-feeds/rss/28210172.xmlcommons@swin.edu.auSwinburne University of TechnologyAnatomy 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.commons@swinburne.edu.au (Lyndon Walker)Mon, 12 Oct 2015 00:00:00 +1100Lyndon Walkerno00:07:03cleanThis video examines a Shiny web application of an R cluster analysis. It looks at the user interface (ui.R) and server (ser…statistics, stats, cc0_z3twobet-17196032Introduction 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.commons@swinburne.edu.au (Lyndon Walker)Mon, 07 Sep 2015 10:00:00 +1000Lyndon Walkerno00:09:50cleanThis video introduces the Shiny framework for R and shows how to run a Shiny application. Video originally created for STA80…statistics, stats, cc0_o6ja7cnx-26004480Programming 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.commons@swinburne.edu.au (Lyndon Walker)Mon, 05 Oct 2015 10:00:00 +1100Lyndon Walkerno00:07:06cleanThis video demonstrates the use of for loops and while loops in the R statistical software. Video originally created for STA…stats0_yf7paklf-14994432Programming 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.commons@swinburne.edu.au (Lyndon Walker)Wed, 30 Sep 2015 09:00:00 +1000Lyndon Walkerno00:06:54cleanThis video demonstrates using if statements in programming functions in the R statistical software. Video originally created…stats0_nd16er99-15937536Programming 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.commons@swinburne.edu.au (Lyndon Walker)Mon, 21 Sep 2015 00:00:00 +1000Lyndon Walkerno00:05:19cleanThis video demonstrates how to program functions and use function arguments in the R statistical software. Video originally …stats0_3yyvzsj5-11743232Linear 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.commons@swinburne.edu.au (Lyndon Walker)Thu, 17 Sep 2015 00:00:00 +1000Lyndon Walkerno00:05:08cleanThis video demonstrates how to do simple linear regression in the R statistical software. Video originally created for STA80…stats, statistics0_p0xjmyq4-11638784Conducting t-tests in R (STA80006 Using R for Statistical Analysis)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.commons@swinburne.edu.au (Lyndon Walker)Fri, 21 Aug 2015 00:00:00 +1000Lyndon Walkerno00:05:35cleanThis video demonstrates how to conduct one-sample, two-sample, and paired t-tests in the R statistical software. Video origi…stats, statistics0_yg9sxnsh-11324416One-way ANOVA with R (STA80006 Using R for Statistical Analysis)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.commons@swinburne.edu.au (Lyndon Walker)Tue, 04 Aug 2015 09:00:00 +1000Lyndon Walkerno00:06:59cleanThis video demonstrates how to conduct a one-way analysis of variance (ANOVA) with the R statistical software. Video origina…statistics, stats0_ryg4a93u-16147456The ggplot2 package for R (STA80006 Using R for Statistical Analysis)This video demonstrates the ggplot2 graphics package for the R statistical software. Video originally created for STA80006 Using R for Statistical Analysis.commons@swinburne.edu.au (Lyndon Walker)Tue, 28 Jul 2015 00:00:00 +1000Lyndon Walkerno00:09:13cleanThis video demonstrates the ggplot2 graphics package for the R statistical software. Video originally created for STA80006 U…stats0_ll21c3ra-27577344The qplot() function from the ggplot2 package in R (STA80006 Using R for Statistical Analysis)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.commons@swinburne.edu.au (Lyndon Walker)Tue, 21 Jul 2015 00:00:00 +1000Lyndon Walkerno00:03:48cleanThis video demonstrates producing graphs using the qplot() function from the ggplot2 package in R. Video originally created …stats0_zsf0cy8d-9091072Drawing histograms and saving graphs in R (STA80006 Using R for Statistical Analysis)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.commons@swinburne.edu.au (Lyndon Walker)Mon, 13 Jul 2015 10:00:00 +1000Lyndon Walkerno00:04:57cleanThis video demonstrates how to draw histograms, and how to copy and save graphs in the R statistical software. Video origina…stats0_wurrlwmv-12163072Scatterplots and graph legends in R (STA80006 Using R for Statistical Analysis)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.commons@swinburne.edu.au (Lyndon Walker)Mon, 06 Jul 2015 00:00:00 +1000Lyndon Walkerno00:06:38cleanThis video shows how to produce scatterplots, and how to add legends to graphs in the R statistical software. Video original…stats0_er8w3inv-20027392Boxplots in R (STA80006 Using R for Statistical Analysis)A demonstration of creating boxplots in the R statistical software. Video originally created for STA80006 Using R for Statistical Analysis.commons@swinburne.edu.au (Lyndon Walker)Thu, 02 Jul 2015 00:00:00 +1000Lyndon Walkerno00:02:30cleanA demonstration of creating boxplots in the R statistical software. Video originally created for STA80006 Using R for Statis…stats, statistics0_ipfhvihe-7979008Data Frames and Lists in R (STA80006 Using R for Statistical Analysis)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.commons@swinburne.edu.au (Lyndon Walker)Sun, 28 Jun 2015 10:00:00 +1000Lyndon Walkerno00:05:26cleanA demonstration of the Data Frame and List structures in the R statistical software programme. Video originally created for …stats, statistics0_nm8vnry0-11010048Using the dplyr package in R (STA80006 Using R for Statistical Analysis)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.commons@swinburne.edu.au (Lyndon Walker)Wed, 11 Mar 2015 10:00:00 +1100Lyndon Walkerno00:04:38cleanA demonstration of data frame manipulation functions in the dplyr package, using the R statistical software programme. Video…stats, statistics0_skm4wero-8953856Descriptive statistics in R (STA80006 Using R for Statistical Analysis)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.commons@swinburne.edu.au (Lyndon Walker)Sat, 07 Mar 2015 10:00:00 +1100Lyndon Walkerno00:03:34cleanLearn the basics of how to find the descriptive statistics of a data set using the R statistical software. Video originally …stats0_3261k19i-6291456Getting started with RStudio (STA80006 Using R for Statistical Analysis)This video helps you get started with RStudio. Video originally created for STA80006 Using R for Statistical Analysis.commons@swinburne.edu.au (Lyndon Walker)Fri, 06 Mar 2015 00:00:00 +1100Lyndon Walkerno00:02:45cleanThis video helps you get started with RStudio. Video originally created for STA80006 Using R for Statistical Analysis.statistics, software0_d1q9fubk-7422976Getting started with R: command prompt basics (STA80006 Using R for Statistical Analysis)This video looks at the basics of the R command prompt. Video originally created for STA80006 Using R for Statistical Analysis.commons@swinburne.edu.au (Lyndon Walker)Mon, 02 Feb 2015 00:00:00 +1100Lyndon Walkerno00:04:03cleanThis video looks at the basics of the R command prompt. Video originally created for STA80006 Using R for Statistical Analysis.statistics, software0_dh1cdssj-9740288Getting started with R: using functions (STA80006 Using R for Statistical Analysis)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.commons@swinburne.edu.au (Lyndon Walker)Mon, 23 Mar 2015 10:00:00 +1100Lyndon Walkerno00:09:35cleanThis video looks at available functions in R, and how to go about running functions. Video originally created for STA80006 U…statistics, software, stats, swinburne0_9qqjjvzg-35127296Installing RStudio (STA80006 Using R for Statistical Analysis)This video shows you how to download and install RStudio from <a href="http://www.rstudio.com." rel="nofollow">http://www.rstudio.com.</a> Video originally created for STA80006 Using R for Statistical Analysis.commons@swinburne.edu.au (Lyndon Walker)Thu, 19 Feb 2015 00:00:00 +1100Lyndon Walkerno00:01:50cleanThis video shows you how to download and install RStudio from http://www.rstudio.com. Video originally created for STA80006 …statistics, stats0_6ekzngev-5001216Installing R (STA80006 Using R for Statistical Analysis)This video shows you how to download and install R from <a href="http://r-project.org." rel="nofollow">http://r-project.org.</a> Video originally created for STA80006 Using R for Statistical Analysis.commons@swinburne.edu.au (Lyndon Walker)Wed, 18 Feb 2015 00:00:00 +1100Lyndon Walkerno00:01:44cleanThis video shows you how to download and install R from http://r-project.org. Video originally created for STA80006 Using R …statistics, stats0_hlyaak1y-5409792