JMP Blog

Latest Posts

• 提升產品良率的關鍵：生產良率計算及JMP規格設定3技巧

  使用JMP軟體能夠快速設定良率規格及判斷不良率，幫助半導體或科技工廠快速試產產品或研發設計產品。透過直觀設定，第一線人員可以快速計算出良率大小及相關規格的設置，讓產品品質得到有效控制，提升生產效率。

  JMP_Taiwan

  JMP Blog |

  Mar 1, 2023 9:56 PM

  12768 views | 0 replies
  

• Need for Speed: Graphing

  With Graph Builder, creating the most comprehensive graphs is extremely quick and easy!  

  cweisbart

  JMP Blog |

  Feb 1, 2023 7:30 AM

  1795 views | 0 replies
  

• 利用JMP 17 Workflow Builder提升資料整理分析效能

  資料整理常是許多人在進行資料分析的一大痛點，然而重複性高且頻繁的報告不僅需要大量的時間製作、且往往要求較高的時效性，這篇文章就是要分享如何將整段資料整理與分析流程整合為一套標準分析流程，減少分析報告的製作時間，提升分析效率。

  JMP_Taiwan

  JMP Blog |

  Dec 6, 2022 8:10 PM

  3523 views | 0 replies
  

• Structural Equation Models and the Mystery Behind World Happiness

  gail_massari

  JMP Blog |

  Nov 28, 2022 1:25 PM

  1044 views | 0 replies
  

• 實驗設計於混料因子與非混料參數的應用

  在實驗設計領域中，混料設計(mixture design)在現實生活中有許多的應用，如化學溶液配置、醫藥產業製劑的配製等。傳統的混料設計在成份的條件限制下，各成分比例會受彼此配置的影響，甚至各成分之間的比例也有限制式，前人也針對不同的實驗情景發展出不同的混料設計方法如單形質心法(simplex centroid)、極端頂點法(extreme vertices)等；隨著產業以及製程的複雜性變高，傳統的混料設計已經不滿足既有的需求，加上新發展電腦優化方法如D-optimal, I-optimal等發展，實驗設計的因子組合也不僅止於單一類型的因子，所以這篇文章將會運用一個實際案例來介紹 JMP 定製設計(Custom Design) 的實際使用。

  JMP_Taiwan

  JMP Blog |

  Nov 7, 2022 8:13 PM

  3966 views | 0 replies
  

• Analyzing Spectroscopic Data – What’s New in JMP Pro 17

  Mark Bailey and I explain a few new features in JMP Pro 17. The JMP development team has worked hard to build into the software new chemometric analysis capability. Most of the new capability centers around Functional Data Explorer. Now, with a few mouse clicks, you can preprocess your curve data, save the preprocessed data to a new table for further multivariate analysis, and complete a functiona...

  Bill_Worley

  JMP Blog |

  Nov 2, 2022 8:30 AM

  4933 views | 3 replies
  

• Pair-t檢定與兩樣本t檢定差異與使用時機

  想要使用 t 檢定卻不知道什麼情況適用嗎？Paired t-Test 是比較兩相關樣本的均質是否有差異，例如夫妻收入；2 Sample t-Test 則是比較兩獨立樣本的均質是否有差異，，例如實驗組與對照組之間的變數是否有差異。

  JMP_Taiwan

  JMP Blog |

  Nov 2, 2022 2:30 AM

  1177 views | 0 replies
  

• 在JMP中進行決策樹分析

  使用決策樹的優點在於，能夠處理不相關的特徵，透過分割出幾個層級去判斷不同因子之間的影響，並快速看出不同 level 間因子原始比例和預測比例差異為多少。

  JMP_Taiwan

  JMP Blog |

  Nov 2, 2022 2:26 AM

  1838 views | 0 replies
  

• 利用JMP建立客製化儀表板(Dashboard)

  JMP不僅能幫助你快速畫出易於判別的統計分析圖，你可以快速透過建立儀表板，快速比較各種資料，看出某個因子與其他變因之間是否具有相關性，省下叫出資料、圖形繪製等重複性工作的時間，快來建一個試看看吧

  JMP_Taiwan

  JMP Blog |

  Nov 2, 2022 2:15 AM

  1006 views | 0 replies
  

• Oceans Count on Precious Sea Turtles. JMP Users Rely on Persistent JMP Testers.

  Baby turtle hatchlings like these found on Oak Island, NC beaches are a vital resource for maintaining ecosystems. JMP Software Tester helps track their birth, migration and safety.

  gail_massari

  JMP Blog |

  Oct 31, 2022 10:06 AM

  981 views | 0 replies
  

• Measure Twice. Cut Once.

  We’ve all heard the proverb, Measure Twice - Cut Once used figuratively to mean Plan Thoroughly Before You Act. Taken literally, of course, it means we should double-check measurements for accuracy before using them to cut (or destroy) something.      

  gail_massari

  JMP Blog |

  Oct 31, 2022 10:03 AM

  2067 views | 2 replies
  

• Let It Grow: The Garden Cress Challenge - Announcing our Winner

  Two of my kids were with me in the Kay family research kitchen working on an idea for a competition to encourage people to try design of experiments (DOE). We were experimenting to find out what factors affect the growth of cress. We challenged scientists of all ages to learn about DOE and growing cress

  Phil_Kay

  JMP Blog |

  Oct 25, 2022 12:06 PM

  2421 views | 0 replies
  

• The power and flexibility of Generalized Linear Mixed Models (GLMMs)

  See what areas of this space GLMMs address and then appreciate their power and flexibility—Dr. Walter Stroup builds on this image in his plenary.

  anne_milley

  JMP Blog |

  Oct 11, 2022 6:23 PM

  3286 views | 0 replies
  

• The JSL Cookbook II

   The All New JSL Cookbook II is here!

  DonMcCormack

  JMP Blog |

  Oct 6, 2022 6:13 PM

  1221 views | 0 replies
  

• 如何用JMP做多元線性迴歸分析？

  通常單因子分析可以作為多因子分析的前期探索，但不能作為最終結果，因為自變數之間往往可能會存在一定的關聯，所以，以實務上來說，使用多因子分析是更為可靠的結果，今天這篇文章就要來分享如何在JMP進行多元線性迴歸分析(Multiple regression analysis)。

  JMP_Taiwan

  JMP Blog |

  Sep 5, 2022 7:15 PM

  8002 views | 0 replies
  

• The Art of Effective Statistical Collaboration

  Navigating Tough Conversations in Statistical Collaboration Navigating Tough Conversations in Statistical Collaboration  

  anne_milley

  JMP Blog |

  Aug 26, 2022 4:21 PM

  1018 views | 0 replies
  

• Podcast: The future of science looks bright with design of experiments and automation at the heart of it

  Using design of experiments can have a huge impact on a companies success and the individual careers of scientists. DOE evangelist Phil Kay was recently interviewed for the life science podcast CABTalks by Synthace.   

  nina_chan

  JMP Blog |

  Aug 16, 2022 1:11 PM

  2486 views | 2 replies
  

• Free Online Statistics Course Now Available in Spanish!

  JMP's free online statistical thinking course is now available in Spanish. It's perfect for anyone who wants to learn more about statistical concepts and how to make better decisions using data. In addition to Spanish, it's also available in English, Korean, Japanese and Chinese.  

  MarilynWheatley

  JMP Blog |

  Jul 27, 2022 6:26 PM

  1498 views | 0 replies
  

• 基於小樣本數據的實驗設計，運用機器學習進行建模分析

  對比現今如火如荼的大數據，實驗設計適用於小樣本的數據。在小樣本的情況下，如何去更好地選擇最優模型，既不過擬合，又能有效預測？本篇文章就要來帶你瞭解，如何在小樣本的數據下，使用實驗設計(DOE)進行建模分析。

  JMP_Taiwan

  JMP Blog |

  Jul 25, 2022 8:03 PM

  4126 views | 0 replies
  

• Analyzing spectroscopic data: Pre-processing

  Figure 1. Spectra line plot in Graph Builder with spectra colored by gluten content.   Analyzing spectroscopic data has many nuances and potential pitfalls that can make analysis of it difficult and messy at best. 

  Bill_Worley

  JMP Blog |

  Jul 19, 2022 10:42 AM

  11634 views | 4 replies