Homework answers / question archive / 4-1 Exercise 3: JMP for Unsupervised Learning     Instructions Correlation Principal Components Analysis Roller Coasters Data After completing the JMP exercises, submit a report of your findings

4-1 Exercise 3: JMP for Unsupervised Learning     Instructions Correlation Principal Components Analysis Roller Coasters Data After completing the JMP exercises, submit a report of your findings

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4-1 Exercise 3: JMP for Unsupervised Learning

 

 

Instructions

Correlation
Principal Components Analysis
Roller Coasters Data

After completing the JMP exercises, submit a report of your findings.

For additional details, please refer to the Module Four Exercise Three Guidelines and Rubric document.

DAT 220: Module Four Exercise 3 Guidelines and Rubric

 

Overview

JMP (pronounced jump) is a powerful and interactive data visualization and statistical analysis tool. Use JMP to learn more about your data by performing analyses and interacting with the data using data tables, graphs, charts, and reports.

 

JMP is useful to the business analyst who wants to quickly uncover trends and patterns in data. With JMP, you do not have to be an expert in statistics to get information from your data.¹

 

Your Assignment

Using JMP, open the Roller Coasters.jmp data set from the Module Resources folder. Follow the instructions found in the JMP Learning Library guides to create a brief report containing the following: 

 

a) Learning Library 05 – Correlation  o A scatterplot matrix and pairwise correlation analysis of [Duration, Speed, Height, Drop, Length] from Roller Coasters data. b) Learning Library 07 – Principal Components Analysis o Summary Plots and Eigenvectors analysis of [Duration, Speed, Height, Drop, Length] from Roller Coasters data.

c) An explanation of the relationship between these variables and how the analyses informed you of those relationships.

 

Guidelines: Assignment must follow these formatting guidelines: double spacing, 12-point Times New Roman font, one-inch margins, and APA citations. Page length requirements: 1–2 pages.  

               

  

 

  

 

Rubric

 

Critical Elements	Proficient (100%)	Needs Improvement (75%)	Not Evident (0%)	Value
Correlation	Report includes the correct analytical graphs, plots, or tables for the required data. Graphs, plots, or tables are correctly formatted and labeled	Report includes graphs, plots, or tables for the incorrect data or are formatted/labeled incorrectly	Report does not include required graphs, plots, or tables	30
Principal Components Analysis	Report includes the correct analytical graphs, plots, or tables for the required data. Graphs, plots, or tables are correctly formatted and labeled	Report includes graphs, plots, or tables for the incorrect data or are formatted/labeled incorrectly	Report does not include required graphs, plots, or tables	30
Explanation of Variable Relationship	Report includes an explanation of the variable relationship	Report includes an explanation of the variable relationship, but explanation is cursory or contains inaccuracies	Report does not include required explanation of the variable relationship	40
Comments:			Earned Total	100%