Learn JMP

Advanced Statistical Modeling

• Comparing Dissolution Curves Hands-On Activities and Solutions

  This activity can stand alone and also is a companion activity to the Mastering JMP session Characterizing and Comparing Dissolution Profiles for New Drug Formulations.   This hands-on activity allows you to practice comparing the shape of dissolutions curves over two groups. Instructions are below and in the attached PDF, which also contains the solutions. The data table is also attached to this ...

  Di_Michelson

  Hands-On Activities |

  Feb 6, 2025 9:29 AM

  173 views | 0 replies

• A Deeper Dive into Wavelet Models for Functional Data Analysis

  A Wavelet model is a type of basis function model that is useful for data that contain a lot of peaks. This option requires data to be on an evenly spaced grid. If data is not evenly spaced, a grid is automatically created before the wavelet routine.  JMP Pro Functional Data Explorer handles and creates reports for Wavelet models.   See how Wavelet models work, and why they work so well for modeli...

  Di_Michelson

  Deeper Dives |

  Jan 17, 2025 9:25 PM

  1800 views | 4 replies

• Fitting Nonlinear Regression Models in JMP

  This series of videos consist of the material presented at the workshop Off the Straight and Narrow: Fitting Nonlinear Regression Models in JMP. Part 1: Example of a Nonlinear Model (1:56) Part 2: Demonstration - Using the Nonlinear Platform in JMP (8:00) Part 3: Demonstration - Using the Fit Curve Platform in JMP (8:08) Part 4: Nonlinear Least Squares (9:35) Part 5: Loss Functions in the Nonlinea...

  Di_Michelson

  Learning Center |

  Nov 12, 2024 5:27 AM

  623 views | 0 replies

• A Deeper Dive into Stability Analysis and Shelf Life Estimation

  Stability analysis and shelf life estimation are common tasks in the pharmaceutical and biotechnology industries. It is a form of degradation analysis. This series illustrates how JMP can be used to set or check shelf life for a number of common situations.   ICH Q1E Stability analysis using the Degradation platform (3:05)ICH Q1E Stability analysis using the Fit Model platform (4:05)Multifactor st...

  DonMcCormack

  Deeper Dives |

  Oct 3, 2024 8:17 AM

  2052 views | 0 replies

• A Deeper Dive into Likelihood

  Likelihood is seen in many places in JMP reports. But, what does it mean? These videos introduce the likelihood function, and then show how JMP uses the likelihood function for estimation, inference and model comparison. The Likelihood Function (8:33)Maximum Likelihood Estimation (8:44) Likelihood Ratio Tests (9:56) Model Comparison (8:08)

  Di_Michelson

  Deeper Dives |

  Aug 19, 2024 9:40 PM

  1126 views | 1 replies

• A Deeper Dive Into Multicollinearity

  High correlation in predictor variables can harm your linear regression model. This problem is called collinearity or multi-collinearity.  The first video is an overview of collinearity, how to understand it, how to detect it, how it is related to the VIF (Variance Inflation Factor) shown in JMP reports and how to interpret VIF.  The second video shows how to use Principal Components Analysis to b...

  Di_Michelson

  Deeper Dives |

  Apr 22, 2024 6:55 AM

  3662 views | 3 replies

• STIPS Module 7: Predictive Modeling and Text Mining

  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 7 covers identifying possible relationships, building predictive models, and deriving value from free-form text. The topics covered in this module are outlined below....

  ruthhummel

  Statistical Thinking for Industrial Problem Solving |

  Mar 28, 2024 11:27 AM

  1627 views | 0 replies

• A Deeper Dive into Basis Function Expansion Models for Functional Data Analysis

  All of the model fits in the JMP Pro Functional Data Explorer platform rely on basis function expansion, a method for capturing non-linear relationships using a set of independent functions. See how basis function models work for modeling functional data.  The videos cover: B-Splines - Fits a basis spline (B-Spline) model to the data. Use the B-Spline model for non-periodic data.P-Splines - Fits a...

  Di_Michelson

  Deeper Dives |

  Feb 29, 2024 8:43 AM

  1561 views | 0 replies

• Name Selected Rows in a New Column

  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...

  ruthhummel

  JMP Tips |

  Oct 11, 2023 1:36 PM

  789 views | 0 replies

• Use the Enhanced Log

  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...

  ruthhummel

  JMP Tips |

  Oct 11, 2023 1:35 PM

  495 views | 0 replies

• Format Values in Prediction Profilers

  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 (...

  ruthhummel

  JMP Tips |

  Oct 11, 2023 1:35 PM

  553 views | 0 replies

• Explore the Numbers Behind a Graph in a Hover Label

  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...

  ruthhummel

  JMP Tips |

  Oct 11, 2023 1:35 PM

  622 views | 0 replies

• Find Out Why Data Is Not Interactive

  When you publish a report to JMP Live or export it to interactive HTML, most features are interactive. If your report contains features that are not supported and will be static, you get a notification during the publishing process. Notification of Partially Implemented HTML Features To find out which features are not supported, open the JMP Log. Select View > Log. JMP Log

  ruthhummel

  JMP Tips |

  Oct 11, 2023 1:35 PM

  427 views | 0 replies

• Close Multiple Windows (macOS)

  If you have many windows open, and you want to close all but one, select File > Close Multiple and select the windows. Close All But This Example

  ruthhummel

  JMP Tips |

  Oct 11, 2023 1:35 PM

  399 views | 0 replies

• Quickly Rename a Column Heading

  To quickly rename a column heading in a data table, click in the heading and start typing. Rename Column Heading

  ruthhummel

  JMP Tips |

  Oct 11, 2023 1:35 PM

  417 views | 0 replies

• Clean Up Your Data Using Recode

  Use the Recode option to quickly clean up mismatched data in a column or update multiple values at once. Select the column that you want to clean up or update.Select Cols > Recode. Example of Recode

  ruthhummel

  JMP Tips |

  Oct 11, 2023 1:35 PM

  772 views | 0 replies

• Set Specification Limits

  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...

  ruthhummel

  JMP Tips |

  Oct 11, 2023 1:34 PM

  1244 views | 0 replies

• Make Data Files Smaller

  Use compression to minimize the size of your data table, allowing JMP to run faster. Compressing columns is particularly helpful when numeric columns contain many small integers, or when any column contains fewer than 255 unique values. For example, compressing columns in a data table with 389 columns and 85,000 rows might decrease the file size from 250MB to 33MB, depending on the type of data. T...

  ruthhummel

  JMP Tips |

  Oct 11, 2023 1:34 PM

  885 views | 0 replies

• Filter and Search Columns

  When you select an analysis platform from the Analyze or Graph menus, a launch window appears. All of the columns in your data table appear in the Select Columns list. If your data contains many columns, you can use the filters or search for a specific column. To search for a specific column: 1. Click the red triangle under Select Columns. 2. Click Show Filter (unless it is already selected). 3. A...

  ruthhummel

  JMP Tips |

  Oct 11, 2023 1:34 PM

  1532 views | 0 replies

• Keyboard Shortcuts for Tools

  To access JMP tools, press the following keys: Arrow tool = aHelp tool = ?Selection tool = sScroller tool = rGrabber (Hand) tool = hBrush tool = bLasso tool = lMagnifier (Zoom) tool = zCrosshairs tool = cRuler tool = d(Text) Annotate tool = tLine, Polygon, and Simple Shape tool = no shortcuts Note: The letter can be lowercase or capitalized.

  ruthhummel

  JMP Tips |

  Oct 11, 2023 1:34 PM

  436 views | 0 replies

• Text Import Preview (Windows)

  Use the Text Import Wizard window to see a preview of how JMP imports a text file: Select File > Open.Select the text file that you want to open.At the bottom of the Open Data File window, select the option Data (Using Preview).Click Open. The Text Import Preview shows you how your text file is imported. You can change settings and see what effect the changes have on the text.When the data is se...

  ruthhummel

  JMP Tips |

  Oct 11, 2023 1:34 PM

  464 views | 0 replies

• Text Import Preview (macOS)

  Use the Text Import Preview window to see a preview of how JMP imports a text file: Select File > Open.Select the text file that you want to open.Select Open As > Data (Using Preview).Click Open. The Text Import Preview shows you how your text file is imported. You can change settings and see what effect the changes have on the text.When the data is set the way you want, click Next to see a wind...

  ruthhummel

  JMP Tips |

  Oct 11, 2023 1:34 PM

  331 views | 0 replies

• Show the Text Log in the Script Window (Windows)

  Display the embedded log to quickly see the results of your changes as you run and develop a script. To open the embedded log, right-click in the Script Editor and select Show Embedded Log. Or, to open the embedded log every time you open the Script Editor, select File > Preferences > Script Editor > Show embedded log on script window open. Embedded Log

  ruthhummel

  JMP Tips |

  Oct 11, 2023 1:34 PM

  795 views | 0 replies

• Show the Text Log in the Script Window (macOS)

  Display the embedded log to quickly see the results of your changes as you run and develop a script. To open the embedded log, right-click in the Script Editor and select Show Embedded Log. Or, to open the embedded log every time you open the Script Editor, select JMP > Preferences > Script Editor > Show embedded log on script window open. Embedded Log

  ruthhummel

  JMP Tips |

  Oct 11, 2023 1:34 PM

  363 views | 0 replies

• Quick Scroll to Column

  When you have many columns, instead of scrolling through the data to get to the column that you want, double-click the column name in the column panel to jump to it. Scroll to Column

  ruthhummel

  JMP Tips |

  Oct 11, 2023 1:33 PM

  350 views | 0 replies