Programming Guidance for Using R and JMP 13 or later Capabilities for Statistics Instruction David Stephan Two Bridges Instructional Technology David@TwoBridgesIT.com.

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Presentation transcript:

Programming Guidance for Using R and JMP 13 or later Capabilities for Statistics Instruction David Stephan Two Bridges Instructional Technology David@TwoBridgesIT.com

“…how to facilitate JMP use by creating Excel-like templates and user experiences”

Why would you ever do that?

The Good, The Bad, and the Ugly About JMP

Out-of-the-box “Goodness” Powerful statistical software (SAS’s little sibling) Interactive visualizations (many permit data subsetting) Good bridge to business analytics

The Ugly About JMP Mad-programmer menu system

Final Jeopardy! Video of the JMP menu system that was shown on date of presentation have been deleted from this copy of the presentation

The Ugly About JMP Mad-programmer menu system “Colorful” user interface Hidden things

“Colorful User Interface” Video of details of the JMP user interface that was shown on date of presentation have been deleted from this copy of the presentation

None of that is very Excel-like!

Did you notice these “Goodness” items? Hidden things treasures (reduces ugliness) Flexible operating environment Data table (worksheet) formulas Customizable user interface (reduces ugliness)

Hidden Treasures Help  Sample Data

“Hidden” Teaching Resources

“Hidden” Teaching Resources

“Hidden” Teaching Resources Two “Calculators”

“Confidence Interval for One Mean”

“Confidence Interval for One Mean”

“Hypothesis Test for One Mean”

“Hypothesis Test for One Mean”

“Hidden” Teaching Resources An “Interactive Teaching Module”

“Sampling Distribution of Sample Means”

“Sampling Distribution of Sample Means”

“Sampling Distribution of Sample Means”

“Goodness” items? Hidden treasures Flexible operating environment Data table (worksheet) formulas Customizable user interface (reduces ugliness)

What do formulas allow you to do? Create templates

Excel Normal Probabilities Template

Excel Normal Probabilities Template

JMP Normal Probabilities Template

JMP Normal Probabilities Template

JMP Normal Probabilities Template

JMP Exponential Smoothing Template

JMP Exponential Smoothing Template

“Goodness” items? Hidden treasures Flexible operating environment Data table (worksheet) formulas Customizable user interface

Customizable user interface Brady Brady’s “Fast and Easy Custom Menus in JMP” add-in

For JMP-with-R customization “The JMP to R Add-In Builder” by Julia Gong http://bit.ly/2zGvDbD

JMP Starter Menus

Using “Fast and Easy Custom Menus in JMP” add-in Modify a data table Run Brady script to generate a menu script Run menu script Later, can convert script and dependent data table into an add-in

Using “Fast and Easy Custom Menus in JMP” add-in

Additional “Goodness” Scripting language that can tailor the user interface JMP Community tools

Programming Guidance for Using R and JMP 13 or later Capabilities for Statistics Instruction David Stephan Two Bridges Instructional Technology David@TwoBridgesIT.com