11(2)-JMP_ICAR

JMPSatyajit Dwivedi

JMP

SAS India [email protected]

Introduction JMP is statistical software that gives you an extraordinary graphical interface to display

Introduction JMP is statistical software that gives you an extraordinary graphical interface to display

and analyze data. JMP is for interactive statistical graphics and includes:• a spreadsheet for viewing, editing and manipulating data

b d f hi l d t ti ti l th d f d t l i• a broad range of graphical and statistical methods for data analysis• an extensive design of experiments module special plots, charts and communication capabilities for quality control and p p , p q y

improvement a facility for grouping data and computing summary statistics

ti t hi hli ht d di l b t f th d t• options to highlight and display subsets of the data • data management tools for sorting and combining tables• a calculator for each table column to compute values p• tools for moving analysis results between applications and for printing• Integrated with SAS STAT • Integrated with R Software• JMP Genomics is integrated with SAS Genetics, SAS Microarray

Analysis InterfacesAnalysis Interfaces

File Menu Univariate and Bivariate Summa& Fitting

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& Fitting

Analysis Interfacea ys s te ace

Integrated with SASData Management

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Experimental Design – Define factors and design a table of experimental runs


Fitting Models to Data(including Neural Network & Decision Tree)

Multi-variate Analysis

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( g )


Reliability Analysis Advanced Graphics

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Graphs of Expressions Measure Process Capability /

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Capability / Evaluating a measurement system


Statistical Process Control

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JMP Software’s Progressive InterfaceJ So t a e s og ess e te ace

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Dynamic Linkingy a c g

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Saving Scripts to the Data TableSa g Sc pts to t e ata ab e

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Formula Editoro u a d to

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Context-Sensitive HelpCo te t Se s t e e p

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JMP JournalJ Jou a

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The Tables Menue ab es e u

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Graphing Continuous ValuesG ap g Co t uous a ues

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Graphing Continuous ValuesG ap g Co t uous a ues

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Querying and Modifying GraphsQue y g a d od y g G ap s

Graphics tools:p

Row states:

Axis ifi tispecifications:

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Using JMP Scripts to Save ResultsUs g J Sc pts to Sa e esu ts JMP scripting language (JSL) can be used to

reproduce results without performing the analysisreproduce results without performing the analysis using menus.

Scripts can be saved to your data table, keeping p y , p ga record of the analyses you have performed.

Scripts attached to a data table enable you to efficiently share your analyses with others.

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Scripts in the Table PanelSc pts t e ab e a e

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Recursive Partitioningecu s e a t t o gPartitioning refers to segmenting the data into subgroups that are as homogeneous as possible with respect to thethat are as homogeneous as possible with respect to the dependent variable (Y).

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Divide and Conquerde a d Co quen =131

$13.24 meandonation

yes no

n = 71 n = 60

INCOME < 5y no

n 71 n 60

$15.62 meand ti

$11.22 meand ti donationdonation

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Relationships Between Attribute Data Columnse at o s ps et ee tt bute ata Co u s

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11(2)-JMP_ICAR

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