![]() Nest categories on the fly or append and replace data for exploration of other natural groups. Intelligent control chart building based on what chart you want to see. Control Chart Builder: Build control charts interactively through drag-and-drop process.Design of Experiments (DOE): numerous updates to increase power and flexibility.Drag-and-drop support in the Script Editor.JSL debugger includes step-in, step-out, pause and break functions.New unified scripting index includes a search function, log and sample scripts.Partial least squares improved with refined graphs and reports Study Distance, T-Square, Diagnostics, and Variable Importance plots and now allows variable clustering, creates representative variables for groups of closely related variables.Nonlinear also includes popular bioassay and pharmacokinetic models for data analysis and tests multiple model estimates, parallelism and comparison of fits. New Fit Curve personality fits nonlinear data to a number of models without needing to pre-impute a formula or values.Ability to compare two data tables, highlighting differences.Local Data Filter is a contextual data filter embedded within a report, localized so it doesn't affect the states of other reports or data tables.Use Column Switcher to swap out a column within a report, allowing you to interchange and reconstitute the analysis with the new column.In Bubble Plot, Geographic map data is retained in output when exporting to Flash (SWF) Bubble Plot now supports color themes and includes new shapes and the addition of arrows.Improved performance allows processing of even large tables, with millions of records, in a few seconds.Analyze command directly launches Fit Model. ![]() Points and Map regions can be colored by size.Map shapes maintain aspect ratio and support Asian world map view.Multiple nested categorical X variables, resulting in nested X axes.New elements are available: Line of Fit (regression line), Density Ellipse, Violin Plot, Pie Chart, Shaded Area, Heatmap, Treemap, Caption Box, Function.User interface improvements make more changes available directly from the Graph Builder window.300 DPI graphical output options are available.Graph preference pane includes a preview that lets you visualize how custom-graphing parameters will look in reports.There are more options for drag-and-drop graph-building, analyzing quality and reliability data, designing experiments, interactively comparing models, and creating customized applications.That said, opening one large survey set (saved in SPSS format) caused JMP to freeze. Analysis is faster, especially with large data sets.Our review of JMP 8 goes into the workings of JMP more deeply, but these are the changes for JMP 10: If you can, try the software out before paying for it, because there are unexpected limitations along with the prolific possibilities. Try using it to make a simple pie chart it has numerous options, hidden away often in un-obvious places, making it very difficult to do simple things like changing the size and format of the value labels. It has an insane amount of possibility, and speeds along, but some of the basics are just not well implemented. The problem is, every time I try to use JMP, I end up frustrated. Opening a small survey with 50 variables and a couple of hundred responses provides immediate gratification scripts and search/replace operations are practically instant, too. Try to open a spreadsheet with four variables and 30,000 15-digit entries, and while SPSS PASW is busily digesting the idea, JMP has already opened it and displayed descriptive statistics. Think about a Dodge Viper and a Toyota Yaris automatic and you may get the picture.” We even wrote, “There is no point in comparing JMP with PASW 18 (SPSS) in terms of speed they are in different classes. Performance in our initial tests was blindingly fast, with instant response times, and no hint that this program is published by a company that only makes a single Mac-compatible product. The writers have kept it Mac-friendly, to the point of having Mac-only preferences. By the same token, though, you can “play with your data” easily, with numerous shortcuts to make quick changes to the output or statistics. That is not to say it will not do most of what statistical researchers do - you can have a proper pre-determined research plan, and carry it out easily with JMP. Today, SAS-JMP 10 has a more conventional interface, but it is still advanced and designed for exploratory research. The program was puzzling it replaced the Mac desktop with a program desktop, meant to bring a new user interface to statistics, along with the kind of three-dimensional exploratory graphing most people had only dreamt of. JMP started out many years ago as John’s Macintosh Project, bringing visual exploratory statistics to the microcomputer.
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