JMP Blog

Latest Posts

• Demystifying Factor Constraints

  Specifying constraints in a DOE can seem daunting, but it can be much easier than you imagine if you use some of the other tools in JMP to do the heavy lifting.

  Jed_Campbell

  JMP Blog |

  Jun 3, 2025 1:42 PM

  4289 views | 9 replies
  

• 10% 的失效率，背後藏著多少設計關鍵？解密可靠度分析

  在智慧製造與精益轉型的浪潮下，產品與系統的「可靠度」早已不再是傳統的品質管控指標，而是影響客戶滿意度、品牌信任與運營效率的核心競爭力。從消費電子、汽車零部件，到工業設備與半導體產品，可靠度分析正快速成為工程團隊不可或缺的關鍵能力。 可靠度是指產品在特定時間和使用條件下無故障運行的能力。從資料分析的角度出發，我們通常會通過「壽命分佈模型」來描述產品的失效時間分佈，其中最常見的是 Weibull分佈，它可以精準描繪不同時間點的失效率與風險函數。

  JMP_Taiwan

  JMP Blog |

  May 14, 2025 6:13 PM

  348 views | 0 replies
  

• 如何做到分析效率提升30%？2大半導體製程優化關鍵

  在半導體產業的工作生態中，常常需要對面對的不良狀況找出問題來源，迅速地導入改善對策，而其中最為困難的階段是如何快速地從動輒上百上千的參數中，尋找出最相關的影響因子。以往，可能只能依靠工程師的過往經驗，慢慢的對懷疑的參數試錯找出關鍵因子，這樣的方式不僅耗時曠日，也可能忽略其中重要的指標。如何快速找到製程可以優化的方向，絕對是每一個工程團隊所面臨的一大挑戰。

  JMP_Taiwan

  JMP Blog |

  May 14, 2025 6:13 PM

  226 views | 0 replies
  

• Limpieza y Automatización de Datos (vídeo en español)

  Automatiza tu trabajo y mejora tu productividad con JMP

  MarilynWheatley

  JMP Blog |

  Apr 29, 2025 6:00 AM

  452 views | 0 replies
  

• Introducing the JMP Wish List Prioritization Survey!

  We are thrilled to invite you to take part in the pilot of the JMP Wish List Prioritization Survey, set to launch on July 3! Your feedback is invaluable as it will play a pivotal role in shaping the future of JMP by highlighting the ideas that hold the most significance to you.   Survey overview
  
  Within this survey, you will be provided with 100 "coins" to allocate to your preferred ideas. You have...

  LandraRobertson

  JMP Blog |

  Apr 23, 2025 9:55 AM

  1750 views | 6 replies
  

• 15 Years and Counting: Explore the new JMP Discovery papers

  Learn about how JMP users from notable organizations explore data and overcome obstacles. See and read presentations from over 55 JMP Discovery Summits. 

  gail_massari

  JMP Blog |

  Apr 15, 2025 1:02 PM

  473 views | 0 replies
  

• Data integrity challenges and solutions: Expert insights from Chandramouli Ramnarayanan

  Data integrity is essential for accurate predictive modeling, regulatory compliance, and business efficiency. I spoke with Chandramouli Ramnarayanan, Global Technical Enablement Engineer at JMP, about the biggest data challenges companies face and the best strategies for improving data quality. From statistical monitoring to design of experiments (DOE) and anomaly detection, Chandra shares expert ...

  carla_paquet1

  JMP Blog |

  Apr 3, 2025 11:00 AM

  772 views | 0 replies
  

• The art of what’s possible in semiconductor: Narrowing the variable list in design of experiments (DOE)

  Is it possible to optimize a plasma-enhanced chemical vapor deposition (PECVD) with just 25 test wafers? Absolutely! In semiconductor manufacturing, constraints such as a 25-wafer run on a tool are common, but they don’t have to limit success. Leveraging process data to inform experiment design is a winning strategy for getting effective results with limited resources.

  Jason_Wiggins

  JMP Blog |

  Mar 31, 2025 4:57 PM

  1040 views | 2 replies
  

• Procter & Gamble veteran describes an analytics journey that saved millions

  Procter & Gamble veteran Cy Wegman on the importance of a data-driven culture, key leadership attributes, and more.

  anne_milley

  JMP Blog |

  Mar 28, 2025 12:21 PM

  3479 views | 3 replies
  

• RUTF食品研發案例：使用混料設計實驗精準改善配方

  對食品研發來說，每一次實驗都可能浪費原料與時間。透過有系統的實驗設計與數據分析，這家公司做到了「用最少的試驗，得到最多的資訊」。

  JMP_Taiwan

  JMP Blog |

  Mar 26, 2025 3:59 PM

  524 views | 1 replies
  

• 手機螢幕耐久性研究：跌落測試與統計分析揭示耐用性差異

  手機螢幕的耐用性對消費者和製造商至關重要。本研究透過跌落測試與統計分析，評估兩種鋁矽酸鹽玻璃螢幕的耐久性，探討是否達到97%成功率標準，並比較其性能差異。

  JMP_Taiwan

  JMP Blog |

  Mar 26, 2025 6:48 AM

  538 views | 0 replies
  

• Nuevas funcionalidades de JMP 18 (video en español)

  Esta presentación introduce las nuevas funcionalidades de JMP 18 en español, incluso:   Detección de picosConectores de datos configurablesMejoras la importación de datos en servidores PIPreajustes de plataformaMejoras en le perfilador de predicción, incluso visualizar los intervalos de predicción, las interacciones superpuestas, y la habilidad de ver las observaciones individuales.Mejoras en la i...

  MarilynWheatley

  JMP Blog |

  Mar 25, 2025 6:03 AM

  757 views | 1 replies
  

• Outliers Episode 4: Detecting outliers using jackknife distance

  The jackknife technique is very simple, yet very powerful, relying on calculations using the “leave one out” technique.Figure 3: Simple plot of X1 vs X2, including best-fit line (from ordinary least squares)

  JerryFish

  JMP Blog |

  Mar 20, 2025 2:34 PM

  15019 views | 3 replies
  

• JMP® Marketplace Feature: Analytics Maturity Assessment

  Adoption of analytics across teams is key to organizational growth. Evaluating progress toward this objective is critical to organizational alignment and efficiency. The free Analytics Maturity Assessment (AMA) helps organizations evaluate their progress by identifying: Analytic successes.Training opportunities.Potential gains in efficiency.New ways to standardize and automate processes.Analytic g...

  LandraRobertson

  JMP Blog |

  Mar 10, 2025 11:24 AM

  438 views | 0 replies
  

• The art of what’s possible in semiconductor: Making the best choice for defect count models

  In semiconductor manufacturing, defects can result in scrap and sunk costs. When not detected, they can adversely impact device functionality and cause end-user failures. Defects can lead to large financial losses and damaged reputations. There is value in making the statistical models used to minimize defects as accurate as possible. Standard least squares regression is often the go-to method for...

  Jason_Wiggins

  JMP Blog |

  Feb 21, 2025 6:00 AM

  755 views | 0 replies
  

• JMP® Marketplace Feature: S3 Data Connector

  The JMP S3 Data Connector in the JMP® Marketplace uses JMP's powerful Python integration to provide seamless access to Amazon Web Services (AWS) S3. You can configure your AWS credentials within the data connector editor and quickly import files that are compatible with JMP and are hosted on Amazon S3 remote connections. This integration streamlines data retrieval processes, enhancing your workflo...

  LandraRobertson

  JMP Blog |

  Feb 19, 2025 9:00 AM

  438 views | 0 replies
  

• Accessing SAS using JMP 18, Python, and SASPy

  Using the scripting environment and a python package called SASPy, JMP 18 can interface with SAS instances, import data sets, export data sets, and run SAS code.

  chrishesser

  JMP Blog |

  Feb 19, 2025 6:00 AM

  1008 views | 0 replies
  

• 如何高效提升原物料建模效率、降低實驗成本？定量構效關係 (QSAR) 性能優化 4 步驟

  在化工或材料企業工作的你，如何有效提升新材料研發效率、降低實驗成本？透過QSAR方法，化工工程師可將多水準類別因子轉換為連續因子，並利用主成分分析減少變因數量，降低實驗次數與成本。結合JMP的Custom Design與PLS建模，可快速建立高效預測模型，優化材料選擇與製程設計。了解如何運用數據分析提升研發效率，探索更多實驗設計與建模技巧！

  JMP_Taiwan

  JMP Blog |

  Feb 18, 2025 5:00 PM

  553 views | 0 replies
  

• Control de Procesos y Automatización del SPC con JMP Live: Una Guía Práctica

  Descubre cómo JMP y JMP Live pueden transformar la gestión de datos en tu empresa mediante la automatización del SPC y las alertas automáticas en gráficos de control.

  MarilynWheatley

  JMP Blog |

  Feb 18, 2025 5:58 AM

  604 views | 0 replies
  

• From Picture to Data: Extracting graph data from a picture into a JMP Table for analysis

  Have you ever needed to import the data contained in an image of a graph into JMP? It turns out JMP can do this rather easily. Read on to find out how.  

  Jed_Campbell

  JMP Blog |

  Feb 14, 2025 2:28 AM

  2149 views | 2 replies