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• A Guide to JMP's Stability Platform

    Expiration and retest intervals are commonly assigned to pharmaceuticals as well as a wide range of other products. These dates are often extrapolated from a limited set of stability data using statistical models that regress the stability trend to some point in the future. A confidence interval around the regression provides a probability of being above a specified threshold at the extrapolated...

  Byron_JMP

  Byron Wingerd's Blog |

  Sep 3, 2025 5:12 AM

  137 views | 0 replies
  

• How JMP’s groundbreaking visual interface is bolstered by natural language-empowered analytic workflows

  Daniel_Valente

  JMP Blog |

  Aug 29, 2025 6:00 AM

  516 views | 2 replies
  

• Visualizing co-occurrence using the JMP Network Plot add-in

  Yiran Song, who wrote this blog post, developed the Network Plot add-in as part of her JMP summer internship.

  Richard_Zink

  JMPer Cable |

  Aug 27, 2025 9:00 AM

  194 views | 1 replies
  

• Biopharma analytics with JMP: A data-driven approach in monoclonal antibody

  Monoclonal antibodies (mAbs) have transformed the therapeutic landscape, offering targeted treatments for cancer, autoimmune disorders, and rare genetic diseases. Unlike small molecules, mAbs are large, highly specific proteins that bind precisely to disease-associated targets, minimizing off-target effects and improving patient outcomes. In the biopharmaceutical industry, Chinese Hamster Ovary (C...

  lkimhui

  JMP Blog |

  Aug 26, 2025 1:46 PM

  355 views | 0 replies
  

• Help shape the future of JMP: Take this year’s Wish List Prioritization Survey!

  Last summer, we launched a pilot version of the JMP Wish List Prioritization Survey to explore a new way of gathering and prioritizing the incredible ideas submitted by our community. The response was fantastic – and we’re excited to bring it back this year! You can participate in this year's survey using this link. We encourage you to share it with your friends and colleagues as well!
  What we lea...

  Sarah-Sylvestre

  JMP Blog |

  Aug 25, 2025 6:00 AM

  305 views | 1 replies
  

• Non-compartmental analysis of pharmacokinetic concentrations

  The forthcoming Pharmacokinetics (PK) report of JMP Clinical 19 summarizes PK concentration data including patient-specific concentration profiles and computes parameters from a non-compartmental analysis.

  Richard_Zink

  JMPer Cable |

  Aug 19, 2025 7:45 AM

  675 views | 0 replies
  

• JMP Marketplace feature: JSL-Hamcrest add-in

  Testing your JSL scripts just got a whole lot easier. We’ve built an implementation of Hamcrest for JSL, designed to help you write tests that are both powerful and easy to understand, complete with informative failure messages. With this add-in, you spot issues faster and improve your JSL more efficiently. Justin Chilton (@Justin_Chilton) and I developed a JSL-Hamcrest add-in that brings the flex...

  EvanMcCorkle

  JMP Blog |

  Aug 18, 2025 11:21 AM

  686 views | 0 replies
  

• JMPによるロバストエンジニアリングの実施例　～予測プロファイルとシミュレータを用いて～

  ロバストエンジニアリング（Robust Engineering）とは、工程中に避けられないばらつきが存在しても、安定して規格内の製品を生産するための技術です。   ここでいう「安定」とは、気温や湿度といった製造環境の変動（誤差因子）に左右されず、品質を維持できる状態を指します。誤差因子は通常制御が困難ですが、製品の応答に影響を及ぼす要因の多くは制御可能な因子（制御因子）として扱われます。   したがって、誤差因子が変動しても製品が仕様限界内に収まるようにするためには、適切な制御因子の条件（水準）を探索・設定する必要があります。   このとき、JMPでは「予測プロファイル」や「シミュレータ」を用いて、最適な制御因子の条件を見つけることができます。 本記事では、例題を通してその手順を紹介します。   例題：穴あけ加工で穴径を10mm に安定させるには ある材料加工会社では、穴あけ加工における...

  Masukawa_Nao

  Naohiro Masukawa |

  Aug 17, 2025 5:00 PM

  757 views | 0 replies
  

• Getting started with Python integration in JMP® 18

  Get familiar with the Python integrated development environment (IDE) in JMP 18 and learn how to: Locate the Python IDE.Run a simple example.Install Python packages.Run JSL script from Python.Send a Python variable to JSL.Create a JMP data table from Python.

  yasmine_hajar

  JMPer Cable |

  Aug 14, 2025 6:08 AM

  27725 views | 18 replies
  

• Using the Microsoft Excel wizard

  JMP is a wizard at importing data from Microsoft Excel!

  charlie_whitman

  JMP Blog |

  Aug 4, 2025 10:57 AM

  746 views | 0 replies
  

• Principal components or factor analysis?

  This is my favorite example for explaining a key difference between PCA and EFA.

  LauraCS

  JMP Blog |

  Jul 31, 2025 6:00 AM

  86152 views | 12 replies
  

• Dennis Lendrem: ‘We need a law prohibiting one-variable-at-a-time experimentation.’

  “One-factor-at-a-time is scientific junk food,” says scientist, statistician, and author Dennis Lendrem.  

  anne_milley

  JMP Blog |

  Jul 31, 2025 5:07 AM

  951 views | 2 replies
  

• Multiple-Group Analysis in Structural Equation Modeling

  Anytime there is interest in exploring group differences, multiple-group analysis (MGA) can be a helpful tool. Differences in means, regressions, loadings, variances, and covariances of variables can be investigated using MGA, as all these parameters can be modeled in the structural equation modeling framework.

  LauraCS

  JMP Blog |

  Jul 30, 2025 6:00 AM

  21358 views | 0 replies
  

• Structural equation models with latent variable interactions: How to specify in JMP Pro

  SEM enables us to fit models that contain interactive effects among latent variables. However, these models require careful data preprocessing and can be tricky to specify. This tutorial lays out all the steps with an example in JMP Pro.

  Haley_Yaremych

  JMPer Cable |

  Jul 29, 2025 6:00 AM

  947 views | 0 replies
  

• A Tour of the Structural Equation Models Platform in JMP Pro 18

  The SEM platform continues to mature after being introduced in JMP® Pro 15. 

  LauraCS

  JMPer Cable |

  Jul 29, 2025 5:45 AM

  2618 views | 0 replies
  

• Introduction to structural equation modelling

    Welcome to my first post about structural equation modelling and its corresponding platform in JMP Pro. I plan on making this a monthly series with posts explaining the principles of structural equation modelling, as well as how to implement these principles within JMP Pro. For this first post, I will introduce structural equation modelling and then briefly explain where it has been used in the...

  jordanwalters

  JMPer Cable |

  Jul 25, 2025 9:02 AM

  6539 views | 6 replies
  

• JMPで「ツリーマップ」を作るべき5つの理由

  下図は、カテゴリ数が多いデータについて、JMPとMicrosoft Excel（以下、Excelと表記）でツリーマップを作成した例です。JMPでは「グラフビルダー」プラットフォームを使用しています。   一見すると、どちらも同じようなグラフを描けるため、「どちらのソフトで描いても違いがないのでは？」と思われるかもしれません。   しかし、JMPでは、JMPならではのツリーマップの特長があります。   ツリーマップは、多数のカテゴリを視覚的に比較するのに適したグラフで、各カテゴリを面積の大小で直感的に表現できます。情報量が多いときでも全体の構成や傾向を把握しやすいのが特長です。   本記事では、JMPの「グラフビルダー」を使ったツリーマップ作成の基本操作と、JMPのツリーマップの特長を5つご紹介します。   JMPでのツリーマップを作成する基本操作 主にJMPのサンプルデータ「Nic Ad...

  Masukawa_Nao

  Naohiro Masukawa |

  Jul 21, 2025 5:00 PM

  832 views | 0 replies
  

• A taste for the optimum: Baking with Bayesian optimization

  There’s something irresistible about light and fluffy cupcakes! While at first glance these tasty desserts may seem simple, bakers know that achieving the perfect recipe requires tedious testing. In the past, I’ve struggled to master the leavening process. Cupcakes require air bubbles inside the batter to create a light and spongy texture. It’s usually accomplished through two methods: using bakin...

  bradley_bowen

  JMPer Cable |

  Jul 21, 2025 6:00 AM

  938 views | 2 replies
  

• Using JMP Live to run a business: A video case study

  Watch the video below to see how the fictional company Helios uses JMP Live to manage all aspects of its business. The case study uses a sample quality problem to show how automated report refresh, tools, and dashboards in JMP Live allow the entire organization to see, solve, and manage problems together. This high-level video focuses on the day-to-day use of JMP Live. (view in My Videos)

  Jed_Campbell

  JMP Blog |

  Jul 18, 2025 9:56 AM

  893 views | 1 replies
  

• 層別分析を効率化するBy変数機能の活用法　～JMP 18ではもっと便利に～

  普段、JMPユーザの方と接していると、私たちが思いがけない機能を「JMPの良い機能」として挙げていただくことがあります。   今回ご紹介するJMPの「By」変数を指定する機能も、私にとっては日常的に使う機能であるため、当たり前だという先入観があり、これまで特段アピールしてきませんでした。   しかし近年、このByの機能について「非常に便利だ」、「JMPを使っていてとても役立つ」というコメントを複数のJMPユーザの方からいただくようになりました。そこで本記事では、By機能の利用例と、現時点の最新バージョン「JMP 18」で新たに追加された便利な機能についてご説明します。   最後に、最近日本で公開された、By変数の有用性を紹介するユーザ事例も併せてご紹介します。   By変数の指定とそのレポート By変数の指定とそのレポート JMPでは 、[分析] メニューにある多くのプラットフォームで [...

  Masukawa_Nao

  Naohiro Masukawa |

  Jul 16, 2025 5:00 PM

  741 views | 0 replies