See how to: Understand how control charts to identify special causes of variation. Build charts using Control Chart Builder Save Control Charts to PowerPoint See how to: Build IR Charts Avoid issues related to missing values Limit data points to improve rea...
See how to: Tabulate survey data and testing hypotheses Use job satisfaction data and the Structured option in Categorical Response Analysis to summarize data by key metrics and determine if there are any statistical differences among respondents and across groups See how to: Identify and group related questions and identify latent factors influencing bu...
See how to: Access, query and subset SAS data directly from JMP or from a simple JMP interface created using JMP Scripting Language (JSL) Use JMP visual exploration to uncover data inconsistencies and coding issues Summarize data on a map using Graph Buildr Determine factors related to late arrivals using Partition and...
(view in My Videos) See how to: Quantify positive or negative sentiment in unstructured text dataUnderstand basics of Lexical Sentiment Analysis Scores sentiment from individual words in each doc when no external measure of sentiment is availableUses a Sentiment dictionary (aka "lexicon") that specifies scores (e.g., wonderful = +90, disappointed = -30)Scores individual sentiment phrase to calcul...
(view in My Videos) See how to: Model using Partition, Bootstrap Forests and Boosted TreeUnderstand pros and cons of decision trees Pros: Uncover non-linear relationships, get results that are easy to understand, screen large number of factors Cons: Handle one response at a time, forms if-then statement not mathematical formula, high variability can lead to major differences in a model for simi...
See how to: Build Waterfall Plots (clinical trial subject tumor volume example) Order information ascending and descending Modify axis setting for scale, label, ticks and reference linesAdd and modify bar (row) colorsSelect and deselect variables Specify Value Order· Use gallery palette to change graph type Use jitter to help see overlapping points· Label/unlabel pa...
(view in My Videos) See how to: Understand the sequence of basic DOE capabilities (set up design, save/load factors and responses, simulate responses, select D- A- I- or Alias-Optimal criteria, ID number of starts, add interaction terms, modify number of JMP-recommended runs, run the design, make the design table)Understand the basic design types (classical, mixture, optimal, supersaturated scr...
See how to: Deploy interactive quality and SPC capabilities to identify routine (common-cause) and abnormal (special-cause) process variation over time Determine if a process is stable and predictable Build control charts using Control Chart Builder Evaluate process performance to specifications Establish, ...
(view in My Videos) See how to: Import multiple data files into one tableVerify data integrityUse Distribution to examine data and graphically clean, remove or hide unnecessary dataRecode data to current or new columnUse Fit Y by X to compare two variables using analyses that test differences among groups or across rangesBroadcast commands across similar output in multiple windowsInteractively ...
(view in My Videos) See how to: Understand a neural network as a function of a set of derived inputs, called hidden nodes, that are nonlinear functions of the original inputsInterpret Neural Network diagram inputs (factors) and outputs (responses) Understand terms and how they apply to building Neural Networks (nodes, activation type, activation functions)Understand types of activation function...
(view in My Videos) See how to: Understand why transformations stabilize variance, make the error more uniform across the design region, remedy lack of fit and plot predictions in a way that does not violate physical limits, display negative counts or erroneously report yields as greater than 100%donnTransform data on the fly using Graph Builder and change scales to improve graph readability ...
(view in My Videos) See how to: Use repeated measures to model correlation structuresOrganize data, graph correlations, build models, compare/select the best model and test hypothesesInterpret statistics related to mix modelsUnderstand Toeplitz, ante-dependent and compound symmetry (equal variances) covariance structures Deploy AR(1) model that assumes degradation rate constancy over timeDepl...
(view in My Videos) See how to: Analyze sensory study and survey resultsUnderstand how JMP implements Multiple Factor Analysis (MFA)Apply MFA best practices for related to blocks and grouped columnsInterpret MFA Summary Plots, including Eigenvalue bar chart, Score Plot and Loading Plot to determine key findingsInterpret MFA Variable Loadings, Variable Partial Contributions and Variable Squared ...
See how to: Copy and paste .jsl code as needed Use JSL Include() statements to load functions from saved .jsl file Use JSL namespaces to avoid function collisions Place JSL namespace functions and Include() statements in jmpstart.jsl Deploy JMP Add-Ins that use namespace functions Resources Journal, sample JSL functions and C...
See how to: Create, format and navigate rows and columns from data grid and table panel Use column properties to set data types (numeric, character, row state, expression) and modeling types (continuous, ordinal, nominal, multiple response, unstructured text, vector) Understand the way JMP analyzes data based on data and modeling types Use multip...
See how to: Reduce spatial defect data to a few key clusters Correlate clusters and isolated defects to the manufacturing process in order to give direction for process improvements See how to: Examine multildimensional defects by going from a 2D to a 3D view of the defect Visually ...
(view in My Videos) See how to: Define split-plot designs as one where treatment is applied to more than one experimental unit because one or more factors are associated with batch processing or are difficult, expensive or time consuming to changeRecognize some types of industrial situations where split plots are appropriateDifferentiate potential split-split-plot designs from strip-plot design...
This case study uses JMP and JMP Pro to find optimal geologic and completion parameters in upstream oil and gas processes (identifying, extracting and producing raw materials). (view in My Videos) See how to: Understand the goal of the models - to determine point of diminishing return for using additional, expensive solid material (proppant) in the processUnderstand the response of interes...
See how to: Understand the benefits of Generalized Regression (Penalized Regression) Use JMP Pro lasso and elastic net shrinkage techniques to reduce prediction variance, handle non-normal and zero-inflated responses, model mean responses and select the best model interactively. See how to: Use JMP Pro Quant...
See how to: Understand why survival analysis is useful Use medical data to perform survival analysis using Life Distribution and Survival platforms Examine Kaplan-Meier estimates and compare survival by grouping variables Run parametric survival models to predict survival times based on type of treatment ...
See how to: Seamlessly integrate JMP with R Projects using a handful of JSL scripting commands that allow you to connect to R, send data between R and JMP and submit R code Add to the JMP menu a custom dialog to perform bootstrap sampling Implement variable selection functionality in JMP using R integration, where JMP is used as a front-end and back-end to...
See how to: Design an experiment that has linear constraints that eliminate a corner of the design space Determine the values for constraints Determine when to treat factors as blocking or hard-to-change, depending on the type of variability you want to characterize Build a design that incorporates one and two random b...
See how to: Examine tree structure Use Scripting Index Show properties to identify objects used in reports and messages that can be sent to objects using JSL Build.dialog structures to capture user input, including button boxes, check boxes, radio boxes, freeform text edit boxes, number edit boxes, combo boxes and slider boxes ...
See how to: Compare the times needed for various data cleanup method Use JSL commands to pass information between data tables and matrices including get as matrix, get values, get selected rows, as table, set matrix and set values Create a summary table and then operate on items in the source table by selecting items from the table ...
See how to: Create Reliability Block Diagrams Model individual components or subsystems using Life Distribution Build complex system using components or subsystems connected in a variety of ways to build in redundancies to failure Model and compare the systems See how to: Simulate a repairable system ...