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Latest Discussions

• how do I obtain main effects and interactions effects on DOE result ?

  Hello,  i m struggling to obtain DOE results interpretation in a user friendly way, which are the main and interactions effects ? i m a former minitab user for years and would like to get support to interprete easily with JMP  DOE results , this is just an example :   The current DOE for which i m requesting support is a simple full factorial design with 3 parameters at 2 levels Would you please ...

  MANCOVAFish5758

  Discussions |

  Sep 8, 2026 2:42 AM

  4 views | 0 replies

• How can I identify an optimal stabilizer combination from a complex formulation stability study

  Dear All, I am looking for advice on the appropriate statistical approach in JMP to evaluate a formulation screening/stability study. I have developed several formulations of an API solution containing different combinations of stabilizing components (A, B, C, D, E). The formulations have been filled into two different container types, so I would like to evaluate both the effect of the stabilizing...

  BHjmp0603

  Discussions |

  Sep 7, 2026 11:26 PM

  18 views | 0 replies

• Logistic Regression Diagnostics in Generalized Linear Model with Firth Bias Adjustment

  I am looking for guidance on how to perform diagnostics (model fit, model form, assumptions, outliers) of logistic regression models created using the fit model generalized linear model personality. The generalized linear model personality must be used in this case because the data has small sample sizes and complete separation. The only diagnostic plots available in the generalized linear model p...

  rbreuer

  Discussions |

  Aug 19, 2026 1:29 PM

  125 views | 0 replies

• Mass Production of JSL Code Generation via JMP Python Integration Using NVIDIA's Free API (DeepSeek V4 Pro)

  Hey everyone,
  I wanted to share a highly efficient workflow I've developed that bridges JMP's data manipulation capabilities​ with the power of NVIDIA's latest AI models​ running on their free API platform (NIM).
  The core idea is to automate the generation of executable Python/JSL scripts directly within JMP, effectively creating a "content factory" for data analysis tasks.
  The Technical Workflow:
  Dat...

  lala

  Discussions |

  Jul 31, 2026 8:37 PM

  169 views | 0 replies

• PLS2 NIPALS Root Mean Square PRESS

  1.  How to get PRESS values in JMP when using PLS2 NIPALS and Leave out One data ? 2.  When finding RMS PRESS using hand written code I get matching answers for toy problems using (n-1)*k as averaging factor where n is no. of observations and y is number of responses.   3.  But in large problems like Baltic or Gasoline the RMS PRESS was not matching with handwritten code.   But coefficients of the...

  MarginOfWildcat

  Discussions |

  Jul 16, 2026 8:47 AM

  160 views | 0 replies