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  • JMP will suspend normal business operations for our Winter Holiday beginning on Wednesday, Dec. 24, 2025, at 5:00 p.m. ET (2:00 p.m. ET for JMP Accounts Receivable).
    Regular business hours will resume at 9:00 a.m. EST on Friday, Jan. 2, 2026.
  • We’re retiring the File Exchange at the end of this year. The JMP Marketplace is now your destination for add-ins and extensions.
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Learning Resources

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Latest Discussions

  • Workarounds

    very simple tasks - JMP says NO.   TaskJMP saysworkaroundswishimplementedadd column via Tables/Updatecolumn existsrename one of the columnsAllow Update platform to create new columns if they already exist in the table to be updatedv19copy a cellformula column- recode to dummy column | copy cell | delete dummy column
    - screenshot | OCREdit Pane allows for text copy even if no edit                   ...

    hogi hogi
    Discussions |
    Oct 7, 2025 3:51 PM
    311 views | 0 replies

  • Balancing data

    Hello,   I want to balance my data before analysing of my data since my response has a rate of only 27%. I first created a stratified (based on my target column) validation column to create a Training, Validation and Test set. My question is should I balance my data in both the training + validation set and not in the Test set or only in the training set? I would like to use the SMOTE technique an...

    Lu Lu
    Discussions |
    Sep 30, 2025 5:37 AM
    906 views | 4 replies

  • lamda used in final lasso fit with K fold validation

    Can someone help me know which lambda was used in the K-fold cross validation of a lasso regression?  I see the values listed in the solution path summary table, but unsure which one it uses finally. Perhaps I am missing a main point in the process.... and it is not important

    daniel_s daniel_s
    Discussions |
    Sep 22, 2025 6:03 PM
    398 views | 0 replies

  • JSL Code for Replace with Transform

    Hi All   I looking for the JSL code to get the "Fit Model" platform to Box Cox transform data automatically by using the "Replace with Transform" or "Refit with Transform"      Thanks for all your help    Regards Jakob

    Jakob Jakob
    Discussions |
    Sep 12, 2025 2:14 AM
    1962 views | 4 replies

  • Evaluate performance linear fit VS log fit

    Hi all,   I was wondering if you have any suggestions on how to evaluate the performance of a linear model and log model (i.e. only response logarithmic transformed). I am trying to evaluate which model is better in terms of predictability and accuracy. My first guess was to compare R-squared values and RMSE values, however I seems that two models have different units and therefore cannot be direc...

    Janneman Janneman
    Discussions |
    Sep 9, 2025 7:20 AM
    1343 views | 5 replies

Latest Discussions

  • Workarounds

    very simple tasks - JMP says NO.   TaskJMP saysworkaroundswishimplementedadd column via Tables/Updatecolumn existsrename one of the columnsAllow Update platform to create new columns if they already exist in the table to be updatedv19copy a cellformula column- recode to dummy column | copy cell | delete dummy column
    - screenshot | OCREdit Pane allows for text copy even if no edit                   ...

    hogi hogi
    Discussions |
    Oct 7, 2025 3:51 PM
    311 views | 0 replies

  • lamda used in final lasso fit with K fold validation

    Can someone help me know which lambda was used in the K-fold cross validation of a lasso regression?  I see the values listed in the solution path summary table, but unsure which one it uses finally. Perhaps I am missing a main point in the process.... and it is not important

    daniel_s daniel_s
    Discussions |
    Sep 22, 2025 6:03 PM
    398 views | 0 replies

  • How to Exclude Random Missing point before performing PCA.

    Hi,   How to exclude missing values from the dataset before analysis. These are random missing values due to instrument malfunction. I don't want to impute my data. I have explored the 'Explore Missing Value' but that didn't help because that changes the interpretation of my PCA results.   Is there any other way to do so?   Thank you, Beginner_9

    Beginner_9 Beginner_9
    Discussions |
    Sep 9, 2025 6:48 AM
    1525 views | 6 replies

  • XGboost training, validation and testing

    Hello, I have a question about handling test datasets in XGBoost. Here's my current approach: I'm using 10-fold cross-validation for model training and validationI keep a separate test dataset completely excluded during this training phase (hide and exclude in the table before launching the model)After training, I manually generate predictions on this test dataset (save predicted to table and I un...

    Sburel Sburel
    Discussions |
    Sep 5, 2025 6:29 AM
    1693 views | 2 replies

  • Simulate vs Bootstrap methods in JMP: which to use when and why

    Hi All,   I'm hoping someone from JMP might be able to provide an explanation as the the differences/similarities of the Simulate vs Bootstrap approaches when evaluating model estimates. (JMP Pro)   Some links to previous Discovery Summit presentations from Gotwalt and others can be found here, here, and here. One clear difference between the methods is that Simulate requires you to swap out a col...

    SDF1 SDF1
    Discussions |
    Sep 5, 2025 6:28 AM
    7565 views | 11 replies

Latest Discussions

  • Workarounds

    very simple tasks - JMP says NO.   TaskJMP saysworkaroundswishimplementedadd column via Tables/Updatecolumn existsrename one of the columnsAllow Update platform to create new columns if they already exist in the table to be updatedv19copy a cellformula column- recode to dummy column | copy cell | delete dummy column
    - screenshot | OCREdit Pane allows for text copy even if no edit                   ...

    hogi hogi
    Discussions |
    Oct 7, 2025 3:51 PM
    311 views | 0 replies

  • lamda used in final lasso fit with K fold validation

    Can someone help me know which lambda was used in the K-fold cross validation of a lasso regression?  I see the values listed in the solution path summary table, but unsure which one it uses finally. Perhaps I am missing a main point in the process.... and it is not important

    daniel_s daniel_s
    Discussions |
    Sep 22, 2025 6:03 PM
    398 views | 0 replies

  • Sample size for Reliability Life Test

    I have used the interval explorer for parametric reliability life test planning for sample size calculation of accelerated life test. Please can someone confirm if the sample size returned is the total sample size or sample size per stress levels? Assuming I have 3 temperature levels, do I use 75 samples per temperature level or 25?

    EngrAkin EngrAkin
    Discussions |
    Dec 11, 2024 7:11 AM
    687 views | 0 replies

  • Could JMP show in a single graph a sensitivity analysis and the probability of occurrence of a result?

    Hello Community!Attached is the script "Hogi chart calculates risk and probability", an excellent work by HOGI ... which calculates the risks and probabilities of occurrence of an input or multiple inputs (x), of an output or multiple outputs (Y) or their combination in a table. For example:Would it be possible to expand the capacity of the script to make a sensitivity analysis of the inputs (x) o...

    Marco2024 Marco2024
    Discussions |
    Oct 2, 2024 5:15 PM
    705 views | 0 replies

  • Multinomial Logistic Regression Confidence for Specific Parameter Changes

    Hi,  I have a multinomial logistic regression of 3 classes: 0, 1, and 2 and have associated individual models (via Fit Y by X) for N parameters. I am now looking into a sensitivity like study in which each parameter is assumed at certain levels (e.g. at min, max etc..). I have probabilities computed at each such parameter level. I like to rank order probability change in each class (0, 1 and 2) du...

    altug_bayram altug_bayram
    Discussions |
    Sep 5, 2024 9:02 AM
    805 views | 0 replies
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