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Building a Set of Statistical Tools with Scripting in JMP

Building a Set of Statistical Tools with Scripting in JMP. Sean Hardy – Biostatistician Sr., IDEXX Laboratories, Inc. Contents. Purpose Basic JMP Tool Building Blocks Basic Tool Building Walkthrough. Section I:. Purpose. Why might we want specialized tools?. Ease of use

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Building a Set of Statistical Tools with Scripting in JMP

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  1. Building a Set of Statistical Tools with Scripting in JMP Sean Hardy – Biostatistician Sr., IDEXX Laboratories, Inc.

  2. Contents • Purpose • Basic JMP Tool Building Blocks • Basic Tool Building Walkthrough

  3. Section I: Purpose

  4. Why might we want specialized tools? • Ease of use • Controlling the output • Directly answer the question the user is trying to ask

  5. EXAMPLE: Comparison of Two Diagnostic Tests

  6. Brief Overview of Analysis/Business Need: • You have two diagnostic tests, test A and test B, looking to detect a certain disease. • You have N1 independent subjects with known true disease status, and N2 independent subjects with known healthy status. • Use test A and test B on each subject, and compare the results. • Which test has better Sensitivity (% of diseased subjects accurately identified)? • Which test has better Specificity (% of healthy subjects accurately identified)?

  7. Using JMP, Results for using “Fit Y by X”:

  8. Example Tool – Brief Live Demo

  9. Section II. Basic JMP Tool Building Blocks

  10. Basic JMP Tool Building Blocks • Expressions • Organizational Boxes • V List Box • H List Box • Panel Box • Visual Interface Boxes • Text Box • Button Box • Number Edit Box • Column List Box

  11. Basic JMP Tool Building Blocks Window H List Box

  12. Basic JMP Tool Building Blocks Window H List Box V List Box

  13. Basic JMP Tool Building Blocks Window H List Box V List Box Panel Box

  14. Basic JMP Tool Building Blocks Window H List Box V List Box Panel Box

  15. Section III. Basic Tool Building Walkthrough

  16. Basic Tool Building Walkthrough – Two Examples SQRT Tool Use your own formulas and number entry DIST Tool Use columns from a data set and a specific analysis from JMP

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