Download Statistics using JMP

A Brief Introduction to
JMP 10
Tim Bruce
16 October 2014
What is JMP
Statistical software developed by SAS Institute in
1980s
Originally released in 1989
Easy-to-use interface with drop-down menus
Recommended for usage in some statistics courses at
SDSU (i.e. STAT 545)
JMP Applications
Descriptive Statistics
Advanced Data Analysis (ANOVA, Regression)
Graphing Module
Modeling, Reliability, Survival, QC
Design of Experiments Module
Study Design: CRD
Subjects randomly assigned to treatments; simple
design
Relies on randomization to control extraneous
factors/nuisance variables
Application: homogeneous conditions (lab, growth
chamber, etc.), some experimental units may fail to
respond or be destroyed, small experiments with
small df
Study Design: Blocking
Experimental units are grouped into blocks
according to known or suspected variation which is
isolated by the blocks
Similar experimental conditions within blocks and
potential differences outside of blocks
Application: Extraneous variation (disturbing factors)
is expected and blocking is used to increase precision
http://www2.hawaii.edu/~halina/603/603RCBD.pdf
Study Design: Large
Data Sets
JMP can connect to databases and servers
(File->Internet Open)
Data Cleanup- Standardize Column Attributes
(Cols->Standardize Attributes )
Link Datasets together (Tables->Concatenate, Tables>Join)
Interface
Importing Data Sets
Organizing Data in JMP
Spreadsheet
Preliminary Data
Analysis
Analyze->Distribution
Preliminary Data
Analysis
S-W Normality Testing
(ANOVA Assumption)
Variance Testing
(ANOVA Assumption)
One-Way ANOVA
Parametric Post-Hoc
Testing
Nonparametric Testing
(Wilcoxon or K-W Test)
*From JMP website: http://www.jmp.com/
support/help/Nonparametric.shtml
Nonparametric PostHoc Testing
Linear Regression in JMP
Graph Builder in JMP
Design of Experiment
Module
Pros and Cons of JMP
Pros: Easy to navigate, Drop-down menus, Complete
data analysis set, Graph building software, No coding
required
Cons: Not as simple to customize your analyses, No
package add-ons, Fee for usage
Pricing: 30 Day trial available on the JMP website, 6month license for $29.95 and 12-month for $49.95