JMPer Cable

Latest Posts

• Level up your Python game with JMP

  Do you use JMP and Python? Are you using them independently? Python for certain things…JMP for others? Did you know that there are many ways they work hand in hand? This blog series focuses on highlighting a few ways that JMP and Python work together when tackling a problem. We want our users to be aware of these synergies so that they can effectively use both tools together in a data analysis pro...

  wendytseng

  JMPer Cable |

  Sep 20, 2024 7:08 AM

  858 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

  1803 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

  689 views | 0 replies
  

• How to overlay histograms in JMP

  This article demonstrates two ways to overlay histograms (and distribution curves) using Distribution and Graph Builder.

  sseligman

  JMPer Cable |

  Aug 23, 2024 10:02 AM

  43771 views | 19 replies
  

• The 2nd thing I wish I knew when I started scripting: Getting help

   Here are my favorite helps for JSL.

  MikeD_Anderson

  JMPer Cable |

  Aug 22, 2024 1:07 PM

  6462 views | 3 replies
  

• Genome-wide association study in plants using JMP® Pro 18

  Introduction A genome-wide association study (GWAS) is an approach that involves rapidly scanning genetic markers (or SNP or Single Nucleotide Polymorphism) across the complete sets of DNA (genomes) of many subjects to find genetic association with a particular phenotype or trait. Researchers use GWAS to identify genomic variants statistically associated with a particular trait. A GWAS is applied ...

  Valerie_Nedbal

  JMPer Cable |

  Jul 17, 2024 7:00 AM

  626 views | 0 replies
  

• One-click export to Microsoft PowerPoint

  Here's how you can export JMP reports directly into the .pptx file format.      

  MaryLoveless

  JMPer Cable |

  Jul 16, 2024 12:12 PM

  20684 views | 13 replies
  

• How to detect small shifts in Control Charts

  Is it important to spot subtle, elusive shifts in your process?

  AnnieDudley

  JMPer Cable |

  Jun 29, 2024 5:23 AM

  15878 views | 11 replies
  

• Human population genetic structures analysis in JMP® Pro

  Population studies are a fascinating subfield of genetics that focus on understanding genetic differences within and among populations to reveal a population’s genetic evolution. One of the key concepts that I focus on in this blog is examining population structure, in other words, analyzing genetic information across individuals originating from different parts of the world to see if JMP can cate...

  Valerie_Nedbal

  JMPer Cable |

  Jun 25, 2024 3:00 AM

  540 views | 0 replies
  

• New in JMP® Pro 18: Peak Finding

  There are quite a few great new capabilities in JMP Pro 18: updates to GLMM; more genomics capabilities; mixed models and response screening for big data; and updates to SEM, to name a few. But if I had to pick just one new feature that I’m especially excited about, it would be the Peak Finding capability in the Functional Data Explorer (FDE).
  
  Why is Peak Finding important?
  
  Many companies have chr...

  chris_gotwalt1

  JMPer Cable |

  Jun 24, 2024 3:50 AM

  4765 views | 4 replies
  

• Application of structural equation modelling in control engineering

  This month, I begin the first of a three-part process to attempt to demonstrate how to apply the SEM concepts that I have introduced in previous JMPer Cable posts to a chemical process. I will also share with you some of my own personal discovery process into the applications of SEM in control engineering.  

  jordanwalters

  JMPer Cable |

  Jun 21, 2024 9:16 PM

  2389 views | 3 replies
  

• Data Connectors in JMP® 18: Improving data access and configuration

  Data access is fundamental. It’s often the first step in the analytic workflow, but it's frequently a source of frustration for scientists and engineers who struggle to access the data they need to answer their specific analytic questions. While JMP has long provided useful capabilities for retrieving data from files, databases, and other data sources, the release of JMP 18 introduces a significan...

  Daniel_Valente

  JMPer Cable |

  Jun 19, 2024 5:27 AM

  4621 views | 2 replies
  

• Mixed model stability analysis

  MikeD_Anderson

  JMPer Cable |

  May 29, 2024 7:00 AM

  1900 views | 0 replies
  

• Choosing the right tool to design your experiment in JMP

  How do you decide what designer to use from the DOE menu in JMP?    

  bradleyjones

  JMPer Cable |

  May 15, 2024 11:38 PM

  7849 views | 3 replies
  

• Obtaining and interpreting odds ratios for interaction terms in JMP

  Odds ratios are difficult to interpret in the presence of interaction terms and higher order terms. This post will show you how to produce odds ratios and understand them in these models.  Logistic Regression                

  Duane_Hayes

  JMPer Cable |

  May 14, 2024 3:43 PM

  26546 views | 2 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 |

  Apr 26, 2024 8:47 AM

  687 views | 1 replies
  

• JMP® 18: Going beyond simply satisficing Pythonistas

  JMP Principal Systems Developer Paul Nelson spearheaded the effort to create a consistent, full-featured, integrated development environment for writing and executing Python scripts within JMP in JMP 18. The result? A  more productive environment for Python developers that works immediately when installed, gives direct memory acces to Python data tables in a live environment, and  an integrated Py...

  gail_massari

  JMPer Cable |

  Apr 18, 2024 11:25 AM

  2726 views | 10 replies
  

• How to perform Bioassay analysis with JMP

  Different methodologies are used in Bioassay tests. In this blog I describe bioassays examples using JMP that are commonly used.    

  Valerie_Nedbal

  JMPer Cable |

  Apr 18, 2024 11:24 AM

  9546 views | 15 replies
  

• Shapley Values: Explaining Individual Predicted Probabilities

  What if you need to pinpoint the main contributing factor to a prediction for a single person? Some modeling algorithms do not easily answer this. Some methods can. Enter Shapley Values.

  KristenBradford

  JMPer Cable |

  Apr 12, 2024 4:27 PM

  4606 views | 8 replies
  

• New in JMP® 18: Python jmp.DataTable and pandas.DataFrame

  JMP 18 introduces a lot of new capabilities, including revamped Python support, which allows users to directly access, modify, and create JMP data tables from Python. This is accomplished through the jmp.DataTable Python object.  Keep reading to learn how to create a pandas.DataFrame from a JMP data table, as well as the reverse, a JMP data table from a pandas.DataFrame live and in-memory.

  Paul_Nelson

  JMPer Cable |

  Apr 10, 2024 6:00 AM

  2371 views | 0 replies