STIPS Module 6: Design of Experiments
Statistical Thinking for Industrial Problem Solving (STIPS) is a free, online course available to anyone interested in building practical skills in using data to solve problems better. The ...
Statistical Thinking for Industrial Problem Solving (STIPS) is a free, online course available to anyone interested in building practical skills in using data to solve problems better. The ...
We’re excited to bring you this free e-learning course on Custom Design of Experiments. This course focuses on the core principles of designing an experiment, enabling you to understand and appl...
This summary is excerpted from JMP for Mixed Models by Ruth Hummel, Elizabeth Claassen, and Russell Wolfinger. Copyright 2021, SAS Institute Inc., Cary, NC, USA. All Rights Reserved. Reproduced with permission of SAS Institute Inc., Cary, NC. Download Chapter 1 to learn more. Mixed models are now the mainstream method of choice for analyzing experimental data. Why? They are arguably the mos...
Software development practitioners use the term unit to refer to the smallest testable component of a software product and the phrase unit testing to refer to the process of validating that a unit operates as expected. Over the past twenty years, these practitioners have become increasingly interested in automated unit testing and the phrase unit testing framework has come to refer to the mechanis...
Essentials of Designing Experiments (view in My Videos) JMP has powerful, world-class design of experiments (DOE) capabilities. See how to use the DOE platforms to make the most of your experiments. This topic may cover Custom Design, Screening Design, Full Factorial Design, Response Surface Design, and using Easy DOE to streamline your DOE workflow.
We’re excited to bring you this free e-learning course on Custom Design of Experiments. This course focuses on the core principles of designing an experiment, enabling you to understand and apply those principles to achieve an optimal design using the Custom Design platform in JMP. Custom design is an approach to designing experiments that produces optimal designs for the problem you’re trying t...
Statistical Thinking for Industrial Problem Solving (STIPS) is a free, online course available to anyone interested in building practical skills in using data to solve problems better. The course is comprised of seven modules. Module 6 covers the language of DOE and how to design, conduct, and analyze an experiment in JMP. The topics covered in this module are outlined below. Enroll in this and ot...
Learn more in our free online course:
Statistical Thinking for Industrial Problem Solving
(view in My Videos)
In this video, we show how to analyze an experiment with multiple responses, and how to optimize multiple responses, using the file Anodize.jmp.
In this example, a 12-run custom design with five factors was conducted. The experimental objective is to find settings of the factors to opt...
Create a new column that contains a value for selected and deselected rows. In this example, the height column contains the measured heights (in inches) of students in a study. Heights over 60 inches are considered tall, and heights below 60 inches are considered short. You can select the tall data in a report and then create a new column that assigns a value of Tall to the selected students and...
The enhanced log shows summary information in an interactive table and scripting details in a text pane. To open the log, select View > Log (Windows) or Window > Log (macOS). Tip: If you do not see the enhanced log, check the mode setting under Preferences > Log. Enhanced Log This log shows that the following actions were performed: The Nicardipine Lab Patterns.jmp data table was openedA column na...
To change the format of values and their confidence intervals in Prediction Profilers, change the format of the response column in the associated data table. In a data table, right-click the response column and select Column Info.Change the format and click OK.Run the Prediction Profiler report. In the examples below, the initial format is updated from Best, Width 10 to Fixed Dec, Width 10 Dec 2 (...
Do you want to explore the actual numbers behind a visualization? Add a Tabulate table to a hover label. In a JMP graph, right-click and select Hover Label > Tabulate.Select a Hover Label Type Hover over a point in the graph.Show a Hover Label Click the hover label graph to open it in a new window.Click the disclosure icon to open the Local Data Filter.Open a Local Data Filter To update the Tabula...
Do you want to see and compare the distribution of the data behind aggregated visual elements, like slices in a pie chart, tiles in a treemap, or bars in a bar chart? Add a histogram, heatmap, or box plot to a hover label. In a JMP graph, right-click and select Hover Label.Select the type of graph you want to add.Select a Hover Label Type Hover over an element in the graph.Show a Hover Label (Opti...
To overlay an element on an existing element in Graph Builder, press Shift then click the element icon that you want to overlay. For example, if you already have points showing in your graph, and you want to overlay a contour, press Shift and click the Contour element. Overlay Graph Builder Elements
A dashboard is a visual tool that lets you run and present reports on a regular basis. To create a dashboard: Open the windows that you want to combine. Select File > New > Dashboard (Windows) or File > New > New Dashboard (Macintosh).Select the Blank Dashboard template.From the Reports pane, double-click each open window to place it on the dashboard.From the Dashboard Builder red triangle menu, s...
You can set specification limits on a column and enable them to show on graphs, as follows: Right-click on the column that you want to set specification limits for and select Column Properties > Spec Limits. Enter any of the following: a lower specification limit, an upper specification limit, or a target value. Select the Show as Graph Reference Lines check box. Click OK. Perform any analysis to...
If you have a row labeled in a graph, you can move the label. Select a point on a graph.Select Rows > Label/Unlabel.Click and drag on the label to move it. Move Row Labels
If your data table contains row states and you do not want to affect them, use the Local Data Filter. The actions of this data filter are temporary and you can experiment with it. Choose how to add a Local Data Filter to a report: In the Report toolbar, click Local Data Filter Local Data Filter Icon.If you don't see the Report toolbar, select View > Toolbars > Report. From the report's red trian...
If your data table contains row states and you do not want to affect them, use the Local Data Filter. The actions of this data filter are temporary and you can experiment with it. Add a Local Data Filter to a report: Click the right arrow at the top of the report window and select Local Data Filter.Local Data Filter Option If the report window is wide enough, click the Local Data Filter icon that ...
Frequently, raw data is coded in a non-informative way. For example, a person's gender might be coded with a M for male and a F for female. To see better labels in reports, use the Value Labels option. These labels are used in all reports and also in the data table. Right-click the column name of raw data and select Column Info.Click the Column Properties button and select Value Labels.Enter eac...
When you place your cursor over a data point in a plot, you see that data point's information (including images, if they exist) in a hover label. To copy the label information, right-click on the hover label and select Copy. Then, you can paste the information into another application. Copy Data in a Plot To pin the hover label information, click the Pin icon in the top corner of the hover label...
You can animate the spinning of a 3D scatterplot in any of these ways: To spin the scatterplot at a certain speed, hold down the Shift key, click and drag an empty area on the plot, and release Shift. The faster you drag the mouse, the faster the 3D scatterplot spins.To spin the scatterplot in a certain direction, hold down the Shift key and press an arrow key, and then release Shift. To stop the ...
To see more options or select several options at once, in a report or plot, hold down the Alt key (Option on MacOS) and right-click. Right-Click Options in a Report
If you are not sure where to find a statistical procedure, do a search across JMP. Results are tailored to the window that you launch the search from, such as a data table or report. Click Help > Search JMP. Or, press Ctrl+comma on Windows, ^+comma on Mac.Enter your search text.Click the result that contains the procedure that you want. On the right, you can see a description and the location of t...