Analyze Screening Design: Design of Experiment (DOE) With Example (Definitive & Plackett-Burman)

For learning about the Design of Experiment (DOE) most effectively and practically with supporting data and notes, please visit vijaysabale.co/doecourse
Design of Experiments (DOE) | Analyze Screening Design | Definitive Screening Design | Plackett-Burman Design
Hello Friends,
In this video, we are going to analyze the Definitive Screening design with the help of the same practical example seen in the last video, for easy understanding and better clarity.
This video consists of the following topics:
✅ What is Analyze of Definitive Screening Design?
✅ Data considerations for Analyze Definitive Screening Design
✅ Example to Analyze Definitive Screening Design
✅ Detailed procedure to Analyze Definitive Screening Design with Practical Example
✅ Detailed Interpretation of Results from the analysis
The Important links about LEARN & APPLY:
👨🏫 About Me: vijaysabale.com
🏫 Know about LEARN & APPLY: learnandapply.org
📚 My Learning Management System (LMS): www.successfulcareerhub.com/p...
📺 Join this channel to get access to perks: / @learnandapply
And finally, thank you for watching…
#designofexperiment #doe #doeprocedure #doeexample #doeminitab #minitab #leansixsigma #learnandapply #successfulcareerhub #sixsigma
0:00 Introduction
0:11 Analyze Screening Design: Illustration with Practical Example (Definitive & Plackett-Burman)
0:54 Data considerations for Analyze Definitive Screening Design
1:17 The data must include at least 2 factors, which can be either continuous or categorical
1:31 The response variable should be continuous
1:58 Ensure that the measurement system produces reliable Response data
2:12 Each observation should be independent of all other observations
2:40 The experimental runs should be randomized
3:21 Collect data using best practices, like
3:42 The model should provide a good fit to the data
4:00 Example to Analyze Definitive Screening Design
5:25 Interpretation of the results

[@adriangarcia9085]

Thank you, very great video. Just one question. How is DSD different from principal component analysis? Thanks.

[@learnandapply]

In Principle Component Analysis, the data collected is not following the systematic approach, like levels of the Factors. It's a as it is data. But for DSD, it's a systematic approach used to identify significant factors and optimize their levels for best results. For more detailed learning of DOE, you can visit successfulcareerhub.com/p/design-of-experiments

[@forvidsamol3758]

I am working towards screeing more than 50 factors, to do the screening, your videos are coming in very useful. also as a request, your voice was more than good ( I saw DOE videos as well), This robotic voice , sound very dull. Subscribed

[@learnandapply]

Thank you so much for your valuable comments and appreciation! 😊🙏 Noted and thank you for your great support.

[@forvidsamol3758]

@@learnandapply I have coded 7 factors, and 1 response, now how can I run Plakett-berman on it? intead of analyzing the entire design? it has 73 runs

[@learnandapply]

How you got 73 runs? You can perform the screening experiment, 1st level, with only 13 runs including the center point. (For 7 factors Plackett-Burman design)

[@salsal7309]

thanks

[@learnandapply]

Your welcome

[@DrKay-kt8oz]

Is there any way to get a copy of the data set you are using ? Would like to replicate the examples. Thanks

[@learnandapply]

You will get it at vijaysabale.co/doecourse

[@eliza1113]

how to get the column power output?

[@learnandapply]

It's the results or output that you get for the settings of the factors. You need to collect that data. If you are discussing about the supporting data, and notes, then please visit successfulcareerhub.com/p/design-of-experiments