Hi Shahin, From my experience Modde and JMP are the most complete/powerful software for DoE. You should, obviously, take into consideration your specific needs, budget, regulatory requirements (for instance in the pharma industry) as some free software (including R based packages) are available.
Dear Ayoub, there are many, many reasons why you may be failing to get the desired results. It's not IMHO feasible to give any hints without any additional info. Are you willing to share the data (100 sim's x 10 var's )? No need to identify any of them if it's "sensitive" data, as well as an example of the "not good enough" fitted poly model. It will be easier for the RG community to give you some hints. If willing to share the data, please use a commonly used format (tab delimited, csv, excel or similar). Regards, LG
a) you have 10 independent variables (or factors or explanatory variables)
b) you have 19 dependent variables, the "Responses" (UXN1...MASS)
c) your design includes 3 levels for each factor (coded as 1, 2 and 3 in the "DOE" worksheet)
d) you have 100 experiments (factors and obtained responses)
If that is the case, why are you trying to include 3rd degree parameters in your model when you have only 3 different levels in your design? You can't fit a 3rd degree model if you have only 3 levels for the factors.
Isn't a model including only two-factor (or even 3-factor) interactions and 2nd degree parameters enough? I tested a model with the 10 factors + 45 2-factor interactions +10 2nd degree factor and was able to predict some of the Responses with a R2>0.95 (didn't try all of them).
Please confirm my interpretation of your problem/DOE.
There are many software you can use. however, for simplicity i will advice you to use Design Expert version 10. its users friendly but in terms of 3D graphics i will recommend Statistica 12.5
It depends on what you prefer, but Minitab does a good job with DOE. Other packages that you can use are: R, SPSS, Design Expert, SImul8 Stat or Stata.
Dear fellows, I don't usually make any comments on the other contributors' answers. However, my opinion is that "one line" answer's stating just the name & version of the software, without any consideration on its pros and cons are just garbage and do not add any useful information to any one of us. In addition, we are wasting our time reading them. Therefore, you find it reasonable, please substantiate your answers using rational and clear reasons, otherwise keep your opinions to yourself. All the best for you all sharing and spreading knowledge.
Hi everyone. I`m looking for a free software to desing a three-component mixture experiment. My goal is to find the best mixture for a formulation, where 3 components can vary in its proportions, according to some response variables from the mixtures/treatments. I`m new at this, so basic/simple tutorial in spanish, in addition, would be great. Thanks!
I find JMP (www.jmp.com) from SAS Inc. to be the best in this space. It is a pre-eminent product and has extensive DOE libraries and documentation. I have tried DX, Minitab and other apps too, I find JMP to my liking and has best publication potential if worked on JMP. Of course it is not free.
Try using R, it is free and very powerful programming language. It has a substantial amount of functionality for Design of Experiments (DoE) that is distributed over various packages. R may be intimidating at first, but being a programming language means that a code can be generated, thus allowing it to be reproduced or repeated later in the future. Also, others can comment and give feedback on your code. Many has moved from commercial softwares to R.
Reza Asadi I need a free version of design expert (DX7), please send it to me. Here is my email, [email protected] or [email protected]. Thank you so much.