JMPer Cable

Latest Posts

• Recurrence: An analysis of adverse events whose time has come in clinical trials

  A recurrence analysis acknowledges that an adverse event may occur more than once within a patient over time and accounts for these re-appearances within the analysis. Going further, recurrence analysis accounts for the timing at which the events occur. The Recurrence Report in the forthcoming JMP Clinical 19 makes it easy to screen a clinical trial for noteworthy safety issues while considering p...

  Richard_Zink

  JMPer Cable |

  May 20, 2025 7:19 AM

  1468 views | 0 replies
  

• Digging deep into interactions with the Moderation and Mediation Add-In for JMP Pro

  The Moderation and Mediation Add-In for JMP Pro makes it easy to use methodologies that are popular amongst social scientists (like me!). But these methodologies can be useful in other settings, too. In this blog post, I’ll demonstrate how to use the add-in while modeling chemical purity as a function of catalyst concentration and temperature.

  Haley_Yaremych

  JMPer Cable |

  May 2, 2025 6:00 AM

  950 views | 0 replies
  

• Efficient subgroup visualization: JMP UpSet Plot Add-in for clinical trials and beyond!

  This blog was authored by Shuying Han. Shuying Han developed the UpSet Plot add-in as part of the Biostatistics Undergraduate Summer Internship (BUSI) program at the University of North Carolina at Chapel Hill.     Introduction
  
  Nowadays, statistical studies and clinical trials aim to uncover and communicate the stories within data, transforming raw numbers into meaningful insights. Data visualiza...

  Richard_Zink

  JMPer Cable |

  Apr 24, 2025 9:00 AM

  1262 views | 0 replies
  

• New version of the JMP Forest Plot Add-In

  Xueting Wang wrote this blog post. Xueting Wang developed this add-in as part of the Biostatistics Undergraduate Summer Internship (BUSI) program at the University of North Carolina at Chapel Hill.     Introduction What data visualization do you use when you want to view the evidence from different studies and interpret the overall findings of a systematic review? The forest plot is a good choice...

  Richard_Zink

  JMPer Cable |

  Apr 22, 2025 12:31 PM

  1334 views | 0 replies
  

• OneDrive and SharePoint Data Connectors Authentication

  This blog post is intended to help you understand and troubleshoot the OneDrive and SharePoint Data Connectors authentication process.

  willmorgan

  JMPer Cable |

  Apr 9, 2025 11:50 AM

  3603 views | 13 replies
  

• Propeller Perfection: Optimization Using JMP for Efficient Experimentation

  Efficient propeller design is crucial for the electric Vertical Takeoff and Landing (eVTOL) industry, which is projected to reach a market value of $15.8 billion by 2030, according to a report by Market Research Future. Propellers play a key role in optimizing performance, reducing energy consumption, and enhancing flight stability in eVTOL aircraft, which are designed to revolutionize urban air m...

  brycerjs8

  JMPer Cable |

  Feb 18, 2025 7:12 AM

  2307 views | 4 replies
  

• Writing JSL code dynamically

  Why doesn't my code work when I try to use a variable as an argument to ...?

  Jasean

  JMPer Cable |

  Jan 27, 2025 7:00 AM

  2247 views | 2 replies
  

• Design evaluation of optimal designs

  Optimal designs use one of several optimality criteria based on the goal of the experiment. Using the design evaluation tools we can compare, and contrast designs based on the goal of the experiment. In each of the case studies below, the tools relevant for each experimental goal are explored.   Summary of practical goals and design evaluation tools I-optimal D-optimal Practical goal: Accurate ...

  O_Lippincott

  JMPer Cable |

  Jan 24, 2025 9:00 AM

  1990 views | 2 replies
  

• What are “optimal designs” and “optimality criteria”?

  JMP’s Custom Design platform allows experimenters to create custom-built designs for their specific experiment needs by constructing optimal designs. The custom designer generates optimal designs by seeking to maximize one of several optimality criteria using the coordinate-exchange algorithm. The coordinate-exchange algorithm constructs a starting design by selecting random values within the desi...

  O_Lippincott

  JMPer Cable |

  Jan 23, 2025 11:30 AM

  2968 views | 0 replies
  

• Level up your Python game with JMP®: Accessing various file types

  Access data captured in custom, unique, or proprietary files using Python – and hand it off directly to JMP to finish data prep, visualization, and analysis.

  ChristianStopp

  JMPer Cable |

  Dec 20, 2024 10:17 AM

  2430 views | 1 replies
  

• Level up your Python game: Using DOE tools in JMP® to efficiently tune hyperparameter settings in Python

  This blog post shows a method to tune hyperparameters to improve your model performance, utilizing space filling DOE along with the new Python integration.    This video shows some of the common techniques used to tune hyperparameters to improve model performance. (view in My Videos) This video gives a brief summary of Bayesian optimization and some of the limitations. (view in My Videos) This vid...

  Peter_Hersh

  JMPer Cable |

  Dec 16, 2024 10:21 AM

  1426 views | 1 replies
  

• The best resources for learning JMP

  If you're new to JMP, you may be wondering how to get started learning to use JMP effectively. If so, we've got a number of great resources to help you along the way to make sure you're getting all out of JMP that you can.

  Jeff_Perkinson

  JMPer Cable |

  Dec 11, 2024 6:23 AM

  7690 views | 0 replies
  

• JMP® Python: Install Packages Using the Requirements File Through jpip

  JMP® has a jpip wrapper that is just a thin wrapper around pip as such functionality, like installing packages via a requirements file, is fully supported. Below are two scripts, one JSL and one Python. Each uses a JSL Pick File() dialog to have the user select the requirements file, and the path is then passed through to jmputis.jpip() to process the requirements file. The majority of the code sh...

  Paul_Nelson

  JMPer Cable |

  Nov 25, 2024 6:30 AM

  1117 views | 0 replies
  

• JMP® Live and interactive HTML performance improvements in JMP® 18

  There are many different working pieces to consider when you look at performance in JMP Live and interactive HTML. Reports with large data sets and complicated graphs can be costly just to send over a network. Other times, a lot of data must be processed to make summary calculations. Drawing millions of markers, lines, and other shapes can also stress a machine. So what does this mean when publish...

  PaulSpychala

  JMPer Cable |

  Nov 22, 2024 6:00 AM

  1098 views | 0 replies
  

• What a mess! Cleaning up imported PDF data with column formulas

  Introduction
  
  Most of our data in R&D comes from databases, Excel or CSV files, or is entered directly into JMP. But supporting data often comes in other formats, most notably PDF files. For example, think of chemical reference tables, vendor information sheets, or even historic company data that now only exist as in PDF. This type of supporting information can be very helpful to complement experim...

  monique_lander

  JMPer Cable |

  Nov 5, 2024 8:37 AM

  3089 views | 3 replies
  

• Level up your Python game with JMP: Decision tree model customization

  Keep reading to learn how to create a customized decision tree model that allows you to choose which feature to split the branch over. By doing so, you can steer away from the black box approach of machine learning and maintain better control over the features you need to use in your model.

  yasmine_hajar

  JMPer Cable |

  Oct 3, 2024 7:01 AM

  1947 views | 0 replies
  

• Level up your Python game with JMP: Visualize and communicate Python models in JMP

  Once you build your models in Python, you can bring them into JMP to visualize, understand, and communicate them. Below are two examples: Building two models in Python and then visualizing and exploring an Actual by Predicted plot in JMP Graph Builder.Building a model in Python and then visualizing and communicating it with JMP Prediction Profiler.   Example 1: Using JMP Graph Builder to visualize...

  wendytseng

  JMPer Cable |

  Sep 24, 2024 10:00 AM

  5690 views | 0 replies
  

• Level Up your Python game with JMP: Cleaning data with Python and JMP

  A group of JMP System Engineers demonstrate how easily JMP and Python can be integrated to handle everyday tasks like cleaning data, and more advanced analysis and modeling. Then first of this series of blogs delves into data cleaning in JMP and transferring the data to Python. JMP and Python have been complimentary for several years now and, with the release of JMP 18, it is much easier to integr...

  Bill_Worley

  JMPer Cable |

  Sep 19, 2024 7:00 AM

  2899 views | 0 replies
  

• Importing data using the JMP Python environment with ODBC in JMP® 18 and later

  If you've wondered how to import your database using JMP's embedded Python environment, here are some examples that may help you get started. In the first example, I am importing data from a SQL Server database using the pyodbc modules; I use the OracleDB module in the second example. If you are familiar with SQL and Python and need to quickly execute SQL without leaving JMP, I think you'll enjoy ...

  Dahlia_Watkins

  JMPer Cable |

  Sep 16, 2024 6:00 AM

  1524 views | 0 replies
  

• Hoping your products are too good to fail? Find out using JMP® 18 Constant Stress Accelerated Life Test (CSALT)

  New JMP 18 Constant Stress Accelerated Life Test (CSALT)  uses experiment design principles to determine the number of units to test at a variety of stress levels to obtain failure data that can be used to predict reliability under normal conditions. It is a new option under Special Purpose on the DOE menu.  

  gail_massari

  JMPer Cable |

  Jul 26, 2024 9:08 AM

  1400 views | 1 replies