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• Bayes（ベイズ）最適化は「実験回数が少ない」だけでない　～実験計画法との比較で分かる強みとは～

  Bayes（ベイズ）最適化は、「少ない実験回数で最適解を見つけられる」だけでなく、応答曲面法のように特定の関数形を仮定せず、複雑な非線形関係や多峰性にも対応できる点が大きな特長です。本記事では、酵素反応のシミュレーションを用いて実験計画法と比較した結果、Bayes最適化は14回の実験で90%以上の収率を達成した一方、応答曲面法では18回の実験でも高収率条件を見つけられませんでした。応答と因子の関係が未知で複雑な実験では、Bayes最適化が有力な選択肢となります。

  Masukawa_Nao

  Naohiro Masukawa |

  Jul 5, 2026 5:36 PM

  66 views | 0 replies
  

• Using a datatable as a JSL data structure

   Video made with JSL. Designed for 1920x1080 display. The JSL uses a data table to keep a row of data per moving point in the video.  The ForEachRow loops use the column name variables rowpos and colpos to place a point at a row,column in the bitmap matrices and rowstep and colstep to advance the rowpos and colpos for each frame. dt = New Table( "points", "private", // private is *much* faster A...

  Craige_Hales

  Uncharted |

  Jul 2, 2026 1:29 PM

  19 views | 0 replies
  

• 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 |

  Jul 1, 2026 8:46 AM

  1577 views | 0 replies
  

• Make PowerPoint Slides or Word Docs that Auto-Update Figures made in JMP

  So, you've spent and hours writing up a report on an an experiment and copying in carefully formatted figures from JMP. Now a week later you have updated data and are absolutely thrilled at the prospect of deleting and replacing all the figures from last week with the new updated figures from this week.  Wouldn't it be awesome if there were some way to just run the analysis in JMP from your saved ...

  Byron_JMP

  Byron Wingerd's Blog |

  Jun 23, 2026 1:49 PM

  181 views | 0 replies
  

• JMP Live 19.5: New capabilities that turn insight into action

  The latest version of JMP Live focuses on accelerating triage, tightening governance, and making it easier to communicate insights.

  dieterpisot

  JMPer Cable |

  Jun 16, 2026 6:00 AM

  262 views | 0 replies
  

• Prompting for columns, totally modally

  Prompting the user to select columns is a very common task for a JMP script. But how do you get started? What things should you consider? In this post, I will discuss ways to create modal windows to prompt users to select columns that will be used in an analysis. In addition, we will look at methods to extract the user’s selections from these windows.

  Wendy_Murphrey

  JMPer Cable |

  Jun 15, 2026 1:15 PM

  8761 views | 4 replies
  

• Adding automatic PowerPoint export to Workflow Builder

  Adding PowerPoint export to Workflow Builder The Engineering Mailbag Episode 8: The Last Mile Every now and again, as systems engineers, we run into interesting questions that would fall somewhat outside the typical range of JMP usage. Other times the question is just interesting and gives me an opportunity to explore the deeper reasons of why we do things the way we do in JMP. This question has ...

  MikeD_Anderson

  JMPer Cable |

  May 28, 2026 10:31 AM

  474 views | 0 replies
  

• Exploring space filling designs part 2: Comparative framework and evaluation metrics

  Victor_G

  JMP Blog |

  May 22, 2026 8:08 AM

  2198 views | 8 replies
  

• Exploring space filling designs part 1: Introduction to common types of space filling designs

  Victor_G

  JMP Blog |

  May 22, 2026 8:00 AM

  6241 views | 5 replies
  

• Exploring space filling designs part 3: Results, analysis, and design selection guidelines

  Introduction Welcome to the finale of our space filling DOE series! After establishing our framework and evaluation methodology in the previous posts, we now present the comprehensive results of our comparative study. The findings provide clear guidance on when and how to select the most appropriate space filling design for your specific application.   Summary of key findings Our analysis across f...

  Victor_G

  JMP Blog |

  May 22, 2026 5:43 AM

  2604 views | 6 replies
  

• Funnel Plot add-in identifies unusual subgroups

  The Funnel Plot add-in produces funnel plots for continuous, binary, and count endpoints to assess the performance of mutually exclusive subgroups when compared to the entire population.

  Richard_Zink

  JMPer Cable |

  May 21, 2026 2:36 PM

  494 views | 0 replies
  

• Environmental monitoring in JMP: Practical applications for reliable process control

  Learn how JMP can be used for environmental monitoring to ensure stable processes, detect shifts early, and support regulatory compliance with real-world examples.

  Valerie_Nedbal

  JMPer Cable |

  May 20, 2026 7:48 AM

  769 views | 0 replies
  

• JMP Live trick: Using one data filter on all objects in a JMP Live report

  In JMP Live (and in JMP), it's possible for one local data filter to affect more than just one output in a window. Read on to learn how to use a data filter context box to make this happen.    

  Jed_Campbell

  JMP Blog |

  May 20, 2026 7:13 AM

  318 views | 0 replies
  

• Life science applications using the multiple response modeling type

  The multiple response modeling type maintains a one-row-per-patient data table while producing more informative analyses.

  Richard_Zink

  JMPer Cable |

  May 15, 2026 7:11 AM

  255 views | 0 replies
  

• Information quality: More relevant than ever in this data-rich era

  Ron S. Kenett is awarded the Deming Medal and revisits the importance of information quality in this era of AI.  

  anne_milley

  JMP Blog |

  May 14, 2026 7:30 AM

  969 views | 0 replies
  

• How to do a test for curvature in a DOE with JMP

  I’m proposing that it’s possible to locate curvilinear ($10 word!) behavior in a designed experiment simply by using the lowly t-test.  

  MikeD_Anderson

  JMPer Cable |

  Apr 28, 2026 8:15 AM

  15572 views | 2 replies
  

• Everything I need to know about data visualization, I learned from Thomas the Tank Engine

  All a visualization really wants is to be useful.

  MikeD_Anderson

  JMP Blog |

  Apr 27, 2026 12:34 PM

  7348 views | 0 replies
  

• The 1st thing I wish someone had told me when I started using JMP: We are visual creatures

  The visualization step is critical to doing analytics because people are truly awful at reading tables of numbers. I'm sorry, but there it is. If the table has more than a few lines, you lose almost any hope of finding trends or data quality issues. I was recently reading a book on data science for Python – guess where they started? With tables, four chapters on tables, modeling, and summary stati...

  MikeD_Anderson

  JMP Blog |

  Apr 27, 2026 12:11 PM

  10202 views | 5 replies
  

• The 4th thing I wish someone had told me when I started using JMP: Distribution platform

  Many people think the Distribution platform is a beginner tool or overly simplistic. That couldn't be further from the truth. 

  MikeD_Anderson

  JMP Blog |

  Apr 27, 2026 12:09 PM

  2339 views | 0 replies
  

• Replicating Pandas GroupBy behavior in JMP

  Pythons and Pandas, Oh My!

  MikeD_Anderson

  JMPer Cable |

  Apr 27, 2026 12:05 PM

  8614 views | 0 replies