Graphics in R

taught by Paul Murrell

Brief Description:

The aim of this course is to teach you how to produce statistical plots of data using the R language and environment for statistical computing and graphics. The creation of standard plots such as scatterplots, bar plots, histograms, and boxplots will be covered and time will be spent on the underlying model used to produce plots in R so that you can extensively customize these plots.

Instructor(s):
Level: Introductory/Intermediate

Who Should Take This Course:

Anyone who needs to produce displays of data, whether for exploratory or confirmatory analysis.

R graphics is particularly suited to producing publication-quality plots, so this course is particularly useful for anyone who needs to produce articles or reports or even web sites containing plots.

Dates:
October 19, 2012 to November 16, 2012
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Registration:
Please read the syllabus tab, noting the prerequisites, text and software requirements.

Register Online -$499
Register Online -$399 (you must be affiliated with a college, university or high school)

Add $50 service fee if you require a prior invoice, or if you need to submit a purchase order or voucher, pay by wire transfer or EFT, or refund and reprocess a prior payment. Please use this printed registration form, for these and other special orders.

Courses may fill up at any time and registrations are processed in the order in which they are received. Your registration will be confirmed for the first available course date, unless you specify otherwise. Multiple course registrations may be entitled to tuition discounts; read more.

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Graphics in R

taught by Paul Murrell

Aim of Course:

The aim of this course is to teach you how to produce statistical plots of data using the R language and environment for statistical computing and graphics.

We will cover the creation of standard plots such as scatterplots, bar plots, histograms, and boxplots and we will spend some time on the underlying model used to produce plots in R so that you can extensively customize these plots.

We will also look at producing Trellis plots in R and how to customize them.

Finally, we will introduce the grid graphics system and look at producing unique plots from the ground up using basic components.

This course is a core requirement or elective in the following Program(s) in Analytics and Statistical Studies (PASS):

• Using R

Prerequisite(s):
Participants should have a basic familiarity with R, such as that provided by the statistics.com course Introduction to R. Note that the course will work only with the R command line (rather than any of the R GUI options).
Course Program:

SESSION 1: Basic Plots

• An overview of R Graphics
• Functions for producing standard plots
• Controlling colour, fonts, etc

SESSION 2: Customising Plots

• Adding extra data or labels to a plot
• Mathematical formulas on plots
• Plotting multiple plots on a page

SESSION 3: The Lattice Package (Trellis plots)

• Lattice formulas
• Multipanel displays
• Panel functions
• Customising lattice plots

SESSION 4: Grid Graphics (drawing pictures)

• Graphical primitives and units
• Viewports and layouts
• Customising lattice plots

HOMEWORK:

Homework in this course consists of guided exercises in producing graphs.

Organization of the Course:

This course takes place over the internet at the Institute for 4 weeks. During each course week, you participate at times of your own choosing - there are no set times when you must be online. Course participants will be given access to a private discussion board. In class discussions led by the instructor, you can post questions, seek clarification, and interact with your fellow students and the instructor.

The course typically requires 15 hours per week. At the beginning of each week, you receive the relevant material, in addition to answers to exercises from the previous session. During the week, you are expected to go over the course materials, work through exercises, and submit answers. Discussion among participants is encouraged. The instructor will provide answers and comments, and at the end of the week, you will receive individual feedback on your homework answers.

Credit:
Students come to the Institute for a variety of reasons. As you begin the course, you will be asked to specify your category:

1. You may be interested only in learning the material presented, and not be concerned with grades or a record of completion.
2. You may be enrolled in PASS (Programs in Analytics and Statistical Studies) that requires demonstration of proficiency in the subject, in which case your work will be assessed for a grade.
3. You may require a "Record of Course Completion," along with professional development credit in the form of Continuing Education Units (CEU's).  For those successfully completing the course, 5.0 CEU's and a record of course completion will be issued by The Institute, upon request.

Course Text:

The course text is R Graphics by Paul Murrell, which you can order from CRC Press, or by using this form.  CRC Press typically gives students a generous discount when students order the text using the above form (not by ordering the text online).

PLEASE ORDER YOUR COPY IN TIME FOR THE COURSE STARTING DATE.

Software:

Course illustrations and homework assignments will use R. If you are installing R for the first time, just get the latest version. Assistants will be able to offer feedback on assignments completed using R. For information on obtaining R, click here.

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Graphics in R

taught by Paul Murrell

Instructor(s):
Dates:
October 19, 2012 to November 16, 2012
Course Fee: $499
Academic Rate: $399

Before registering, please read the syllabus tab, noting the prerequisites, text and software requirements. When you click the register button, you will be taken to our secure transaction page.

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