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An Alternative Statistical Approach for the DOE with the Attribute Response |
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| รหัสดีโอไอ | |
| Creator | Nichanach Katemukda |
| Title | An Alternative Statistical Approach for the DOE with the Attribute Response |
| Publisher | Phetchaburi Rajabhat University |
| Publication Year | 2567 |
| Journal Title | Interdisciplinary Research Review (IRR) |
| Journal Vol. | 19 |
| Journal No. | 3 |
| Page no. | 13-19 |
| Keyword | Design of experiment, Attribute response, Logistic regression, Factorial plot |
| URL Website | https://ph02.tci-thaijo.org/index.php/jtir |
| Website title | Interdisciplinary Research Review (IRR) |
| ISSN | 2697-536X |
| Abstract | The design of experiment (DOE) with the result as an attribute is generally used. On the other hand, the current DOE method is quite complicated in that the user is supposed to transform the attribute result into the quantitative result, then turn it back again for a conclusion on the final parameter setting. The purpose of the research is to find out the efficient method that has the same result as the DOE. Finally, the research discovered that the logistic regression can be applied instead and get the final result of the parameters setting the same as the original DOE method. According to the users, they do not need to transform the attribute result into the quantitative result; this is the main idea: the users save a lot of time on calculations and can conclude the parameter setting by only interpreting the result from a factorial plot of logistic regression. |
