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Creating a DoE with Two Boolean and One Discrete Numerical Factor
Hello,I need to create a Design of Experiments (DoE) with two Boolean factors (B1 and B2) and one discrete numerical factor (X1). B1 and B2 can be either Yes or No, meaning the steps involving B1/B2 will either be performed or not. X1 can take on four values: 0, 0.25, 0.5, and 1.I have four response variables: three ordinal and one continuous numeric.Ideally, I want to obtain at least the 2nd orde...
DexRick
919 views | 6 replies -
One-Versus-Rest (OVR) and the One-Versus-One (OVO) LDA
Hello, I'm looking for a way to test a different LDA strategy than the standard One-off (or hand-out) method when trying to predict a categorical response with multiple classes. I'm particularly interested in the One-Versus-Rest (OVR) (also referred to as One-Versus-All or OVA) and the One-Versus-One (OVO) strategies. So, instead of using the default One-off LDA which seeks to solve the classica...
Quentin26
455 views | 0 replies -
Help to determine the most appropriate Design of Experiment (DoE) approach in SLS print
My goal with the study is to examine the effects of three factors on the yellowness of printed dogbone samples in SLS print (please refer to the attached picture for better understanding):Laser power, which can be adjusted between each dogboneHeight of the dogbone in the build chamber (potentially 7 different heights per build job)X-coordinate of the dogbone within the chamber (potentially 14 posi...
AUStudent
837 views | 3 replies -
Why Scripts Group is lost when doing Table Subset?
Dear all, I frequently use table subset, often when having complex tasks with big data, I try the things I plan with a subset of 1/100 of rows etc. to be much faster for tests. During that I observed on my system (JMP 16.0, Windows10), that columns groups are kept, but script groups are lost. This makes no sense to my eyes, or is there any reason for this behaviour? If not, I would like to issue ...
Georg
1252 views | 5 replies -
DoE and multivariate analysis with a time factor
Hi all,This is a two part question:I need to do a DoE that has 5-6 factors and measuring 6-8 variables. Two of the factors are time in weeks (numeric, nominal) and temperature (numeric nominal). The other factors are continuous numerics of concentrations of different materials. How do I create a DoE that takes into account the dependency of measurements that were taken during a time course and tem...
Lavik17
842 views | 4 replies
Latest Discussions
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One-Versus-Rest (OVR) and the One-Versus-One (OVO) LDA
Hello, I'm looking for a way to test a different LDA strategy than the standard One-off (or hand-out) method when trying to predict a categorical response with multiple classes. I'm particularly interested in the One-Versus-Rest (OVR) (also referred to as One-Versus-All or OVA) and the One-Versus-One (OVO) strategies. So, instead of using the default One-off LDA which seeks to solve the classica...
455 views | 0 replies -
Help to determine the most appropriate Design of Experiment (DoE) approach in SLS print
My goal with the study is to examine the effects of three factors on the yellowness of printed dogbone samples in SLS print (please refer to the attached picture for better understanding):Laser power, which can be adjusted between each dogboneHeight of the dogbone in the build chamber (potentially 7 different heights per build job)X-coordinate of the dogbone within the chamber (potentially 14 posi...
837 views | 3 replies -
DoE and multivariate analysis with a time factor
Hi all,This is a two part question:I need to do a DoE that has 5-6 factors and measuring 6-8 variables. Two of the factors are time in weeks (numeric, nominal) and temperature (numeric nominal). The other factors are continuous numerics of concentrations of different materials. How do I create a DoE that takes into account the dependency of measurements that were taken during a time course and tem...
842 views | 4 replies -
XGbbost 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 unhi...
Sburel
346 views | 0 replies -
JMP Slow Down after On Close with selection window
Hello, I'm trying to prompt users to make a selection of groups from a window that opens at the start of a script that defines an object to be used for the remainder of the script. When the user selects and uses the button box, it works great, but if they close with the window, JMP slows down and it becomes impossible to edit the script window without right clicking>Stop Script. Does anyone have ...
RahBarroso
647 views | 4 replies
Latest Discussions
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One-Versus-Rest (OVR) and the One-Versus-One (OVO) LDA
Hello, I'm looking for a way to test a different LDA strategy than the standard One-off (or hand-out) method when trying to predict a categorical response with multiple classes. I'm particularly interested in the One-Versus-Rest (OVR) (also referred to as One-Versus-All or OVA) and the One-Versus-One (OVO) strategies. So, instead of using the default One-off LDA which seeks to solve the classica...
455 views | 0 replies -
XGbbost 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 unhi...
346 views | 0 replies -
Graph Builder: Ordering my overlay by descending order according to the total value of each overlay category
Hello community, I come to you with a difficult question. Please see the image below for reference. I am using JMP 18, and I am trying to create a bar chart to show PPB values by quarter for various categories. The trouble I run into is that I want the category that has the highest total value from the chart to be on the bottom of the stack. For example, in the image below the category memory shou...
AttributedMouse
278 views | 0 replies -
How does AICc criterion and Combined rules interact in Stepwise Fit Platform?
As an entry-level user of JMP but with a bit of statistical knowledge. I encountered with a problem when trying to use the stepwise fit platform to develope a regression model for my DoE dataset.
I read the JMP help book and understand how combined rule applied to p-value based stepwise regression (a joint F-test and another partial F-test of interaction effect when added precedent main effects). ...412 views | 0 replies -
PLS
New to PLS and confused as to the following: when I run the PLS and ask for results for two factors, I get two rows for each Y (in this case metabolites). I must be interpreting the results wrong, as I do not expect two rows for each metabolite, with a total of four different scores, two apparently corresponding to each factor.
CarlSchmidt
309 views | 0 replies
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