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Adjust formula to maximum or minimum

After DOE result analysis the regression model frequently predicts values that are higher or lower than an expected range of the output Y e.g. for yield max = 1 and min = 0. Is it possible to adjust the formula so that Y can be kept between specified limits?
frankderuyck

Discussions |
Jul 3, 2023 11:17 PM

1910 views | 4 replies
How to get RMSE of the Power analysis for DOE

Hello! I think this question was asked several times before. But I am still confused about how to get the RMSE for the power analysis for DOE with multiple factors. Say I have 7 factors and 10 responses, do I have to first conduct 10 different pilot studies for each response to construct a fitting model, and then get the RMSE (that will be a lot of work!)? How to set up the pilot study? Can someon...
DendrogramSteer

Discussions |
Jun 27, 2023 2:01 AM

2188 views | 2 replies
Define factors and responses

Hello! I am a bit confused about how to define the responses for my experiments appropriately. I want to see how the processing factors influence the polymer crystallinity, but then the crystallinity will affect the material's mechanical strength. So in this case, should I consider both the polymer crystallinity and mechanical strength as the responses? Or the crystallinity is a factor/response? ...
DendrogramSteer

Discussions |
Jun 24, 2023 5:44 AM

1823 views | 3 replies
Choice Experiment: where do I fill in prior information? (JMP)

Hi everyone!A couple of weeks ago, I did a pilot Choice Experiment among 20 consumers in Kenya. Now I would like to use that information as 'priors' for my final Choice Experiment that I'm designing in JMP. However, I'm not sure how/where to fill in which data. These are my attributes and levels: These are the priors (from the pilot study):But I’m not sure how to fill them in in the final Choice E...
MaFi

Discussions |
Jun 23, 2023 12:58 AM

1650 views | 2 replies
Correlation Coefficient Calculation

I'm trying to determine the correct way to caclulate the correlation value given in the table of correlations for a given DOE design (this is found in the color map when generating a DOE design). JMP support specialists have shared this formula with me, but I'm not sure it is matching. I'm attaching the small JMP file I'm examining as an example.
TriangleDJT

Discussions |
Jun 20, 2023 8:58 AM

5099 views | 7 replies

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Latest Discussions

How to get RMSE of the Power analysis for DOE

Hello! I think this question was asked several times before. But I am still confused about how to get the RMSE for the power analysis for DOE with multiple factors. Say I have 7 factors and 10 responses, do I have to first conduct 10 different pilot studies for each response to construct a fitting model, and then get the RMSE (that will be a lot of work!)? How to set up the pilot study? Can someon...
DendrogramSteer

Discussions |
Jun 27, 2023 2:01 AM

2188 views | 2 replies
JMP and Bayesian Inference

Hello, I was curious if JMP is compatible with Bayesian Inference and Statistics. I am currently working on a DOD sponsored project related to Bayesian decision theory and inference, related to Joint Test & Evaluation. Thank you.
808duck

Discussions |
Jun 20, 2023 5:43 AM

1353 views | 1 replies
Plan optimal // facteurs catégoriels

Bonjour,Lorsque je passe pas la plateforme plan optimal :- je fais un plan avec 3 facteurs catégoriels chacun avec 3 niveaux + j'ajoute seulement les 3 effets principaux => 18 essais recommandés- je fais un plan avec 3 facteurs catégoriels, 2 facteurs avec 3 niveaux et 1 facteur avec 4 niveaux + j'ajoute seulement les 3 effets principaux => 12 essais recommandés.Pourquoi il y a moins d'essais pou...
Charlotte1

Discussions |
Jun 16, 2023 6:05 AM

1629 views | 2 replies
How to find all combinations of a variable?

Hi! I need to be able to find combinations of a variable that equals a certain number. For example, I have a list of 5 solvents all with different solubility parameters. I need to be able to identify what combination of solvents would equal a solubility parameter of approximately 10 (Ex. 30% solvent A + 70% solvent B = solubility parameter of 10.05). Any ideas om how to achieve this?
WeightedElk7793

Discussions |
Jun 9, 2023 11:26 AM

1048 views | 1 replies
Main Menu("command") - return value?

If I open a file via open("filename"), the command returns a reference to the data table which can be used as dt = open("filename");If I trigger open viadt = Main Menu("open")it doesn't return a reference to the data table. In general, is there a way, when triggering a command from the Main Menu, to get the return value?e.g. a reference to a data table for a user defined file loader - or an error ...
hogi

Discussions |
Jun 7, 2023 8:42 AM

747 views | 0 replies

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Latest Discussions

Main Menu("command") - return value?

If I open a file via open("filename"), the command returns a reference to the data table which can be used as dt = open("filename");If I trigger open viadt = Main Menu("open")it doesn't return a reference to the data table. In general, is there a way, when triggering a command from the Main Menu, to get the return value?e.g. a reference to a data table for a user defined file loader - or an error ...
hogi

Discussions |
Jun 7, 2023 8:42 AM

747 views | 0 replies
how to read the output from Johnson-Neyman plot and floodlight analyisis?

hi,I have got an add-in from https://community.jmp.com/t5/JMPer-Cable/Who-what-why-and-how-Tools-for-modeling-and-visualizing/bc-p/624293#M842 to implement floodlight analysis through Johnson-Neyman Plot. according to the table of the example from the linkage above; what does "_c" mean? such as "meaning_c" and overwhelming_c"? focus on my own study, I got a moderator called "SE" which is a contin...
Rongyu_Kuang

Discussions |
Apr 23, 2023 8:56 AM

1386 views | 0 replies
Response Screening Effect Size - logistic

Related to the previous post How to get "Effect size" column with Response Screening functionality , I am also wondering how effect size in the response screening platform is calculated, specifically for categorical Y vs continuous X. JMP help shows: "When Y is categorical and X is continuous, the effect size is the square root of the average ChiSquare value for the whole model test." Running b...
wgardnerQS

Discussions |
Dec 14, 2022 12:54 PM

1093 views | 0 replies
DoE with two-choice experiments, continuous response variable

We want to rank the preference of population of animals for n different recipes. Recipes are tested in two-choice assays, where groups of over 100 individuals can choose one choice or the other. Preference for the group is computed as a preference index, a continuous variable that is between -1 and 1. Is there an experimental design that would help reduce the number of combinations to test in ord...
Alexa_Guigue

Discussions |
Nov 19, 2021 7:06 AM

864 views | 0 replies
请问JMP有哪些模型可以用于预测股票价格的未来走势？

这是个异想天开的问题: 大家都说股票价格的未来走势预测是艺术、不是科学。
但我还是想看看JMP具体哪里模型能用于这方面。我尝试过使用决策树、随机森林、xgboost。
还使用了DOE制作了均匀试验表来进行分类统计。
虽然这不是一个很好的问题、但还是非常期待专家们的回答。非常感谢！
lala

Discussions |
Aug 2, 2021 1:01 AM

835 views | 0 replies