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Learning Resources

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Latest Discussions

  • Surface plot

    If I have a surface plot, is there a method to visualize or color the maximum points on the surface?

    Sherif_96 Sherif_96
    Discussions |
    Jun 18, 2024 6:18 AM
    1849 views | 4 replies

  • (Screening) DOE choice when response is non-linear

    I have a slightly more conceptual question regarding DOE choice (or another experimental framework) when the effect of factors is non-linear. My experiment has many factors >10, which I reduced to 6, and ran a definitive screening design. Per the results (see image below), there is no clear linear relationship (or even quadratic) between the factors and outputs. Sure a few look like they can be, b...

    AsymptoticRules AsymptoticRules
    Discussions |
    Jun 17, 2024 8:28 AM
    1655 views | 2 replies

  • Covariate as a designing factors

    If I already have an experiment with three inputs, can I add their data as a covariate in the custom design rather than specifying them as discrete or continuous variables and then designing an Experiment based on those three covariates only?

    Sherif_96 Sherif_96
    Discussions |
    Jun 17, 2024 6:59 AM
    1190 views | 2 replies

  • calculating sample size

    need your advice please I need to calculate a minimum number of subjects for an experiment aimed at evaluating the ability to control a new device. The average success rate in the population is unknown and the assumption is that it is completely random 50%. We claim that the ability to control the device is at least 80%. In the experiment. each subject receives 15  attempts in which there is a pos...

    yaron yaron
    Discussions |
    Jun 17, 2024 1:01 AM
    979 views | 1 replies

  • Statistical Significance

    Hello, So I fitted a regression model. And one of the predictors have a Pvalue of 0.0538 for the whole model. Should I completely take of this predictor and use the reduced model for predictions or is it ok to keep it ?And what is the terminology for Pvalues that is around 0.05. I saw in some web sources, 0.05 to 0.1 can becalled marginally significant. Does this term make any sense in when explai...

    Mathej01 Mathej01
    Discussions |
    Jun 14, 2024 5:34 AM
    3278 views | 4 replies

Latest Discussions

  • Surface plot

    If I have a surface plot, is there a method to visualize or color the maximum points on the surface?

    Sherif_96 Sherif_96
    Discussions |
    Jun 18, 2024 6:18 AM
    1849 views | 4 replies

  • (Screening) DOE choice when response is non-linear

    I have a slightly more conceptual question regarding DOE choice (or another experimental framework) when the effect of factors is non-linear. My experiment has many factors >10, which I reduced to 6, and ran a definitive screening design. Per the results (see image below), there is no clear linear relationship (or even quadratic) between the factors and outputs. Sure a few look like they can be, b...

    AsymptoticRules AsymptoticRules
    Discussions |
    Jun 17, 2024 8:28 AM
    1655 views | 2 replies

  • Covariate as a designing factors

    If I already have an experiment with three inputs, can I add their data as a covariate in the custom design rather than specifying them as discrete or continuous variables and then designing an Experiment based on those three covariates only?

    Sherif_96 Sherif_96
    Discussions |
    Jun 17, 2024 6:59 AM
    1190 views | 2 replies

  • calculating sample size

    need your advice please I need to calculate a minimum number of subjects for an experiment aimed at evaluating the ability to control a new device. The average success rate in the population is unknown and the assumption is that it is completely random 50%. We claim that the ability to control the device is at least 80%. In the experiment. each subject receives 15  attempts in which there is a pos...

    yaron yaron
    Discussions |
    Jun 17, 2024 1:01 AM
    979 views | 1 replies

  • Optimal Designs

    Hallo, kann JMP auch optimale Designs erstellen und auswerten? D-, E-, I-Designs usw.? Welches optimale Design ist als Screening Design brauchbar?  Welche Anzahl von Läufen ist sinnvoll? Kann dieses erweitert und dann für eine komplexere Auswertung verwendet werden? Was für ein optimales Design ist für die komplexere Auswertung zu empfehlen? Welche Anzahl von Läufen ist dann sinnvoll?   Danke.   T...

    Thommy7571 Thommy7571
    Discussions |
    Jun 13, 2024 5:55 AM
    1798 views | 3 replies

Latest Discussions

  • Creating DOE (and fitting) for non-linear response

    Hello, I am still new to JMP but I'm trying to determine the best way to model a non-linear system (generating DOE + model fitting). Context: Long story short, I have a large experimental space that I am trying to model (10 discrete variables + 10 continuous variables). Before I jump into my full experiment I'm working with a subset (1 discrete variable + 5 continuous variables) to make sure I'm m...

    EndogenousCame1 EndogenousCame1
    Discussions |
    May 20, 2024 1:19 PM
    1048 views | 0 replies

  • Robust vs. Non Robust Response Screening/ Categorical Outliers

    Hello! I appreciate your help in advance!  I am currently trying to figure out the proper way to analyze my data!  I had used the DOE feature of JMP to create this fraction factorial of 24 runs for m experiment. The goal is two screen which categories have the most effect on the success rate. I had initially use the response screening option to analyze my results, when I did that none of my values...

    MedianPuppy4982 MedianPuppy4982
    Discussions |
    May 14, 2024 7:56 AM
    917 views | 0 replies

  • Process development with multiple factors

    Hi everyone, I'm currently engaged in a process development project with the goal of 1) minimizing the total process time while 2) maintaining or enhancing the yield. This objective is similar to viral vector production case, where maximizing virus yield in the shortest production time is crucial. After consulting with subject matter experts, we've pinpointed 10 factors for potential modification....

    BJK_JerseyBoy BJK_JerseyBoy
    Discussions |
    Apr 9, 2024 2:47 PM
    796 views | 0 replies

  • Do 3rd order effects help define curvature?

    If you have are making a design with a factor you are certain will have a quadratic relationship against a response but you have a wide range, can it be helpful to define a 3rd order model effect for that factor to better identify and model curvature. I work in purification and we often deal with a recovery vs. purity balance. This relationship is usually quadratic around the optimal, where at a l...

    MetaLizard62080 MetaLizard62080
    Discussions |
    Mar 4, 2024 8:21 PM
    1001 views | 0 replies

  • Neural networks that learn and predict in real time (incremental learning)

    Hello community!!A query:- How JMP is configured to generate neural networks that learn from their inputs in real time (incremental learning) in such a way that it continually updates its weights according to new inputs and generates updated real-time predictions.Greetings,Marco

    Marco2024 Marco2024
    Discussions |
    Mar 4, 2024 9:37 AM
    850 views | 0 replies
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