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Learning Resources

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Latest Discussions

  • PLS-DA

    Hi I'm using JMP pro. I have a set of variables that I would like to use to predict 2 groups (i.e. grp A and grp B). Some variables are highly correlated, hence my interest in trying PLS-DA. I can run the model and see some nice plots that make sense e.g. coefficient plots identify variables with high values that match what I would anticipate from domain knowledge.I would like to get out the predi...

    JJPA JJPA
    Discussions |
    Oct 8, 2024 1:31 PM
    1348 views | 2 replies

  • Parametric Bootstrapping using the Negative Log Likelihood function

    Hello, I fit the negative log-likelihood function for a Poisson distribution (green highlighted column in the attached .jmp file) to my observed data and get the mean estimates for 10 unknown parameters (screenshot below).   My problem is bootstrapping these 10 parameters using the parametric method. The one-button "bootstrap" function in jmp (after right-click on the column "Estimate") gives me 1...

    tMinnx tMinnx
    Discussions |
    Oct 7, 2024 2:18 AM
    1101 views | 1 replies

  • Forest plot add in bug?

    Hi everyone, I'm attempting to create a forest plot figure based on multiple logistic regression models. I have 9 independent variables and four IQ outcomes, VCI, POI, PSI and Full IQ. Each outcome has three thresholds <70 vs >=90, 70-79 vs >=90 and 80-89 vs >=90.All was fine but I detected some bugs when drawing the lines in the plot. For example, in females for Perceptual organization index (POI...

    emm84 emm84
    Discussions |
    Oct 4, 2024 10:41 AM
    2454 views | 2 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

  • SHAP Values on Graph Builder- Ascending order

    I am in the process of graphing SHAP Values from the profiler. As you can see on the image, the SHAP values are not in either ascending order or descending order? First, how do I instruct for the graph builder to graph the scatter plot/beeswarm plot to output in ascending order for all of the independent variables (together) in one plot? This way, I can look at one plot that shows the variable wit...

    NishaKumar2023 NishaKumar2023
    Discussions |
    Sep 23, 2024 12:03 PM
    2852 views | 3 replies

Latest Discussions

  • Parametric Bootstrapping using the Negative Log Likelihood function

    Hello, I fit the negative log-likelihood function for a Poisson distribution (green highlighted column in the attached .jmp file) to my observed data and get the mean estimates for 10 unknown parameters (screenshot below).   My problem is bootstrapping these 10 parameters using the parametric method. The one-button "bootstrap" function in jmp (after right-click on the column "Estimate") gives me 1...

    tMinnx tMinnx
    Discussions |
    Oct 7, 2024 2:18 AM
    1101 views | 1 replies

  • Forest plot add in bug?

    Hi everyone, I'm attempting to create a forest plot figure based on multiple logistic regression models. I have 9 independent variables and four IQ outcomes, VCI, POI, PSI and Full IQ. Each outcome has three thresholds <70 vs >=90, 70-79 vs >=90 and 80-89 vs >=90.All was fine but I detected some bugs when drawing the lines in the plot. For example, in females for Perceptual organization index (POI...

    emm84 emm84
    Discussions |
    Oct 4, 2024 10:41 AM
    2454 views | 2 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

  • SHAP Values on Graph Builder- Ascending order

    I am in the process of graphing SHAP Values from the profiler. As you can see on the image, the SHAP values are not in either ascending order or descending order? First, how do I instruct for the graph builder to graph the scatter plot/beeswarm plot to output in ascending order for all of the independent variables (together) in one plot? This way, I can look at one plot that shows the variable wit...

    NishaKumar2023 NishaKumar2023
    Discussions |
    Sep 23, 2024 12:03 PM
    2852 views | 3 replies

  • How do I use JMP Pro to do machine learning predictions on a dataset with predictors that include latitudes/longitudes (i.e. a geospatial dataset)?

    Hi - I would like to do a machine learning algorithm in JMP Pro 17 to predict Y based on 7 variables (X1, X2, ...X7), two of which are spatial coordinates (latitude and longitude) and one of which is a date.  I would use a portion of my records as a training set, and a portion as my verification/testing set.   Is JMP Pro equipped to machine learn on this geospatial (lat/long) dataset?   And, if so...

    learning_JSL learning_JSL
    Discussions |
    Sep 17, 2024 7:54 AM
    1351 views | 3 replies

Latest Discussions

  • 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

  • Building and validating zero-inflated negative binomial regression models

    Dear JMP community,I am presented with a problem of building a model using over-dispersed zero-inflated count data. I hope you can help me with this.I have attached both training and validation datasets to this post. My objective is to build my model on the training dataset and validate it using the validation dataset. I have not worked with such count data before and therefore do not know validat...

    stat_ranger stat_ranger
    Discussions |
    Sep 4, 2024 1:57 AM
    1038 views | 0 replies

  • Hyperparameters and neural network architecture

    Hello,I'm trying to reproduce the results obtained on JMP with the "Neural" model by adding nested cross-validation, which is not possible on the software. However, the architecture is very unclear and I can't understand the calculations performed by the model. I don't have access to certain information such as batch size, optimizer used, loss, learning rate (except the one for the boosting), and ...

    Grizzly Grizzly
    Discussions |
    Jul 2, 2024 5:42 AM
    645 views | 0 replies

  • hybrid models

    Why doesn't a large and powerful program like JMPPRO contain hybrid models in time series such as the ARIMA-ANN model, ARMAX model, and others?

    Raaed Raaed
    Discussions |
    May 31, 2024 9:43 AM
    786 views | 0 replies
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