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Data analysis on mixture design

Hello everyone,I've tried to create a sort of mixture design using a script.The script allows me to have 10 components (a1, a2 - b1, b2, b3, b4 - c1, c2 - d1, d2) and my mixture would consist of only:a1 or a2 or 0b1 or b2 or b3 or b4 or 0c1 and/or c2d1 or d2 or 0By selecting the steps, the script provided me with an experimental design table (which I enriched with new experiments and pure componen...
PepinLB

Discussions |
Mar 28, 2024 6:44 PM

2986 views | 6 replies
How to re-create a DoE for bioassay qualification from a publication?

Hi AllI'd like to re-create the following DoE for cell-based bioassay qualification and robustness testing published by Coffey et al, 2013 (BioProcess International 11(6) June 2013). Objectives of qualification study: to estimate assay accuracy, intermediate precision, and linearity across the normal operating range of assay conditions; to assess robustness of relative potency and 4PL model param...
AgnieszkaL

Discussions |
Mar 28, 2024 3:59 AM

2313 views | 3 replies
Combining mixture design with continuous factor

Hello,I have the above mixture DoE I want to try out. However, is there any way I can add a continuous factor to the DoE dialog? Essentially, I'm looking for a design that will run this exact same mixture design under two different continuous conditions.
sanch1

Discussions |
Mar 27, 2024 1:06 PM

1261 views | 1 replies
Can we have Monte Carlo simulation in regression parameters

Hello: I was just wondering if there is a way to incorporate Monte-Carlo simulation in regression parameters.I guess once I have the regression equation I can run a Monte-Carlo simulation by specifying a distribution for each parameter and get the distribution of the output parameter. Q1) But while creating that regression equation will three data points (one at each LSL and USL of tolerance zone ...
VarunK

Discussions |
Mar 25, 2024 2:38 PM

3036 views | 6 replies
Differing P Values

Hello! I used the software for a fractional factorial screening design. I had three different factors to evaluate all of which were categorical. My data was collected/recorded using Pass or Fail for the one Response. I am trying to find the proper way to analyze this data. I am trying to get data that shows which factor had the most effect on the Pass or Fail Rate of the Response I saw a tutori...
MedianPuppy4982

Discussions |
Mar 25, 2024 9:53 AM

1229 views | 1 replies

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Latest Discussions

Data analysis on mixture design

Hello everyone,I've tried to create a sort of mixture design using a script.The script allows me to have 10 components (a1, a2 - b1, b2, b3, b4 - c1, c2 - d1, d2) and my mixture would consist of only:a1 or a2 or 0b1 or b2 or b3 or b4 or 0c1 and/or c2d1 or d2 or 0By selecting the steps, the script provided me with an experimental design table (which I enriched with new experiments and pure componen...
PepinLB

Discussions |
Mar 28, 2024 6:44 PM

2986 views | 6 replies
Can we have Monte Carlo simulation in regression parameters

Hello: I was just wondering if there is a way to incorporate Monte-Carlo simulation in regression parameters.I guess once I have the regression equation I can run a Monte-Carlo simulation by specifying a distribution for each parameter and get the distribution of the output parameter. Q1) But while creating that regression equation will three data points (one at each LSL and USL of tolerance zone ...
VarunK

Discussions |
Mar 25, 2024 2:38 PM

3036 views | 6 replies
Understand Odd numbers in custom designed RSM+setting continuuos factors to zero

Dear JMP-Experts,I have two questions:Question 1) I created two RSM-Designs using the custom Designer
-The first design has 3 Factors, of which two factors (Factor1 and 2) are continuous with three factor settings and the third factor is discrete numerical with four factor settings (two include 0 as additional setting)-->See below.
-The second design, is similar to plan 1 but with four factors; thr...
DualARIMACougar

Discussions |
Mar 22, 2024 7:01 AM

891 views | 1 replies
Coding and intercept in mixture DoE models

Hello Community, I have a question concerning the models found for Mixture DoE when the default L PseudoComponent Coding is activated (default conditions). When this is activated, my main effects have strange forms like in the picture below: I prefer when they have a cleaner view, just Oil, water and vinegar (not in the form of ratio). Apart from the visual aesthetics preferences, there is someth...
Julianveda

Discussions |
Mar 19, 2024 8:22 AM

2737 views | 5 replies
Considering standard deviations in to DOE

I made a DOE with custom design of 6 runs. The 2 factors are continous and response Y is in %. When i have the results for Y. the standard deviations is quite huge. So, if i just input the mean value, I believe that it will not do justice to the design predictions. So what can i do to add these standard deviations to be considered by the model to get a better predictions.
Mathej01

Discussions |
Mar 19, 2024 7:58 AM

2049 views | 3 replies

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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

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

Discussions |
Mar 4, 2024 9:37 AM

850 views | 0 replies
Which predictive analysis method/column organisation for RSM output with duplicate samples

Hi all. So I'm working on a project where I have 2 x component classes, each of which has 4 items within the class, which are mixed together at varying concentrations over 48 combinations. Figured the best Factor way to do this was to use 2 x Continuous for the max/min concentrations for each class, then 2 x 4-level Categoricals for each of the items. Each of the combinations was made twice, so af...
ProbitLeopard63

Discussions |
Jan 25, 2024 3:06 AM

829 views | 0 replies
Could JMP optimize factors with uncertainty?

Hello community!!,A question: will it be possible for the profiler to find the best combinations of factors with uncertainty when performing a simulation, which maximize the total utility and minimize the total cost, generating a table of the best combinations found? For example:
Marco1

Discussions |
Nov 21, 2023 9:08 AM

920 views | 0 replies
Caution: Places where Jmp does something unexpected

Definitely, JMP is Not a Spreadsheet . And that's great!! Besides this difference, there are other places where Jmp doesn't do/behave/produce what a newbie / innocent Jmp user expects.
If a user knows these issues and the remedies and workarounds - he/she can
a) save a lot of time b) be safe from data loss c) be sure that the results are as expected.

[More Topic Containers like this] Topicdescrip...
hogi

Discussions |
Nov 17, 2023 4:15 AM

1404 views | 0 replies