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DESIGN-EXPERT
Design of Experiments (DOE) Made Easy. Make breakthrough improvements to your product and process with Design-Expert software. Screen for vital factors and components, characterize interactions and, ultimately, achieve optimal process settings and product recipes. STAT-EASE » V11 » TUTORIALS Tutorials¶. The tutorials and their data files are also available within Design-Expert via the Help menu.. The One-Factor Categoric tutorial is the best place to start for new users of the program.. For users interested in Response Surface Methods, the Multifactor RSM tutorial is a good place to start.. The Mixture Designs tutorial is recommended for all formulators to learn about the STAT-EASE » V11 » DESIGN-EXPERT Design-Expert¶. Welcome to Design-Expert® software! The new Design Wizard will ask a series of questions to quickly provide a design toaccomplish the goal
STAT-EASE » V11 » INSTALLATION » WINDOWS INSTALLATION Activation¶. The first time you run the program you will be asked to activate it by entering the 16- digit key we provided you. When you click OK, Design-Expert will connect via the internet to our activation server and authenticate the license. STAT-EASE » V13 » ADVANCED TOPICS » LOGISTIC REGRESSION Stat-Ease, Inc. 2021. Design-Expert® Software is a registered trademark of Stat-Ease, Inc. Privacy Policy. Terms of Service. RANDOMIZED FACTORIAL DESIGNS Taguchi Designs¶. Taguchi designs are a type of factorial design. Design options are available with differing numbers of factors and levels. Stat-Ease, Inc. encourages the use of standard Factorial, Multilevel Categoric, or optimal (custom) designs, because these may provide you with additional flexibility and a less complex aliasstructure.
STAT-EASE » V11 » POST ANALYSIS » CONFIRMATION Confirmation¶. Confirmation is intended to be used to confirm that the model can predict actual outcomes at the optimal settings determined from the analysis. STAT-EASE » V11 » FRACTION OF DESIGN SPACE COMPUTATIONS Stat-Ease, Inc. 2021. Design-Expert® Software is a registered trademark of Stat-Ease, Inc. Privacy Policy. Terms of Service. STAT-EASE » V11 » GENERAL SEQUENCE OF ANALYSIS » ANOVA Interpretation of R-squared¶. Experimenters frequently ask the question “What is a good R-squared value? How low can it be before the results are not valid?” STAT-EASESOFTWARELEARN DOECONSULTINGPUBLICATIONSEVENTSFREE TRIAL Distance Learning Options. Learn design of experiments (DOE) from your own desk! Take advantage of Stat‑Ease's premium DOE training options that blend eLearning, books, and live, instructor-led sessions.DESIGN-EXPERT
Design of Experiments (DOE) Made Easy. Make breakthrough improvements to your product and process with Design-Expert software. Screen for vital factors and components, characterize interactions and, ultimately, achieve optimal process settings and product recipes. STAT-EASE » V11 » TUTORIALS Tutorials¶. The tutorials and their data files are also available within Design-Expert via the Help menu.. The One-Factor Categoric tutorial is the best place to start for new users of the program.. For users interested in Response Surface Methods, the Multifactor RSM tutorial is a good place to start.. The Mixture Designs tutorial is recommended for all formulators to learn about the STAT-EASE » V11 » DESIGN-EXPERT Design-Expert¶. Welcome to Design-Expert® software! The new Design Wizard will ask a series of questions to quickly provide a design toaccomplish the goal
STAT-EASE » V11 » INSTALLATION » WINDOWS INSTALLATION Activation¶. The first time you run the program you will be asked to activate it by entering the 16- digit key we provided you. When you click OK, Design-Expert will connect via the internet to our activation server and authenticate the license. STAT-EASE » V13 » ADVANCED TOPICS » LOGISTIC REGRESSION Stat-Ease, Inc. 2021. Design-Expert® Software is a registered trademark of Stat-Ease, Inc. Privacy Policy. Terms of Service. RANDOMIZED FACTORIAL DESIGNS Taguchi Designs¶. Taguchi designs are a type of factorial design. Design options are available with differing numbers of factors and levels. Stat-Ease, Inc. encourages the use of standard Factorial, Multilevel Categoric, or optimal (custom) designs, because these may provide you with additional flexibility and a less complex aliasstructure.
STAT-EASE » V11 » POST ANALYSIS » CONFIRMATION Confirmation¶. Confirmation is intended to be used to confirm that the model can predict actual outcomes at the optimal settings determined from the analysis. STAT-EASE » V11 » FRACTION OF DESIGN SPACE COMPUTATIONS Stat-Ease, Inc. 2021. Design-Expert® Software is a registered trademark of Stat-Ease, Inc. Privacy Policy. Terms of Service. STAT-EASE » V11 » GENERAL SEQUENCE OF ANALYSIS » ANOVA Interpretation of R-squared¶. Experimenters frequently ask the question “What is a good R-squared value? How low can it be before the results are not valid?” STAT-EASE » V11 » DESIGN-EXPERT Design-Expert¶. Welcome to Design-Expert® software! The new Design Wizard will ask a series of questions to quickly provide a design toaccomplish the goal
STAT-EASE » V11 » GENERAL SEQUENCE OF ANALYSIS Diagnostics Report¶. This section contains descriptions of each case statistic. The values in this report table are used to produce thediagnostics graphs.
STAT-EASE » V12 » INSTALLATION » WINDOWS INSTALLATION Activation¶. The first time you run the program you will be asked to activate it by entering the 16- digit key we provided you. When you click OK, Design-Expert will connect via the internet to our activation server and authenticate the license.STAT-EASE
presented by Mark Anderson This presentation briefs technical professionals on design of experiment (DOE) tools aimed at developing systems that hold up when transferred to the field. STAT-EASE » V11 » GENERAL SEQUENCE OF ANALYSIS » ANOVA Interpretation of R-squared¶. Experimenters frequently ask the question “What is a good R-squared value? How low can it be before the results are not valid?” STAT-EASE » V11 » TUTORIALS » HISTORICAL DATA Note. Some statistical details on how Design-Expert does analysis of variance: You may have noticed this ANOVA is labeled “Sum of squares is Type III - Partial.This approach to ANOVA, done by default, causes total sums-of-squares (SS) for the terms to come up short of the overall model when analyzing data from a nonorthogonal array, such ashistorical data.
STAT-EASE
A central composite design (CCD) is a type of response surface design that will give you very good predictions in the middle of the designspace.
STAT-EASE » V11 » GENERAL SEQUENCE OF ANALYSIS » SELECT Note. The 50% number can be permanently changed by going to Edit > Preferences > Graphs > Effects Graphs and changing X in the Fit line to X% of smallest effects setting. STAT-EASE » V11 » TUTORIALS » HISTORICAL DATA (PT 2) Design Evaluation¶. If you still have the Longley data active in Design-Expert ® software from Part 1 of this tutorial, continue on. If you exited the program, re-start it and use the Help, Tutorial Data menu and select Employment.Under the Design branch of the program, click Evaluation.The software brings up a quadratic polynomial model by default, but, as you will see, the order must be STAT-EASE » V12 » HINTS AND FAQS » SCREEN TIPS » PARETO CHART Pareto Chart¶. The Pareto chart is a graphical tool used to manage model selection for two-level factorial designs. We recommend using the Half-Normal Plot of Effects to STAT-EASESOFTWARELEARN DOECONSULTINGPUBLICATIONSEVENTSFREE TRIAL Stat-Ease. A better product. An improved process. Stat-Ease, armed with an expertise in design of experiments, has been helping people make breakthroughs since 1985. Find out how our Design‑Expert software, training, books, and consulting can help you improve your bottom line. Make the most from every experimentsm. STAT-EASE » V11 » TUTORIALS Tutorials¶. The tutorials and their data files are also available within Design-Expert via the Help menu.. The One-Factor Categoric tutorial is the best place to start for new users of the program.. For users interested in Response Surface Methods, the Multifactor RSM tutorial is a good place to start.. The Mixture Designs tutorial is recommended for all formulators to learn about theDESIGN-EXPERT
Design-Expert offers a wide selection of graphs that help you identify standout effects and visualize your results. Its outputs create a strong impression when you communicate your findings to supervisors and peers. Download the free trial today, skim through the response surface tutorial provided under STAT-EASE » V11 » DESIGN-EXPERT Stat-Ease Academy offers a dynamic selection of on-demand, online training. Some content is free to access, while some requires a small fee. Check back regularly as our offerings may change. Stat-Ease Training provides comprehensive instructor-led workshops. New DOE practitioners are encouraged to attend the Experiment Design Made Easycourse.
STAT-EASE » V11 » INSTALLATION » WINDOWS INSTALLATION Click on the Options menu and choose Set HTTP proxy. The host name should be entered in the form host_name:port_number if the port number used by the proxy is not the default 8080. If you need to set the proxy credentials, they can be entered in the form user:password. Note that only BASIC authentication type is supported. STAT-EASE » V11 » POST ANALYSIS » CONFIRMATION Confirmation is intended to be used to confirm that the model can predict actual outcomes at the optimal settings determined from the analysis. Additional (n) runs are conducted at the optimal settings. The average of those runs is compared to the prediction interval for a sample of size n. The larger the n, the smaller the interval. RANDOMIZED FACTORIAL DESIGNS The Regular Two-Level Factorial Design Builder offers two-level full factorial and regular fractional factorial designs. You can investigate 2 to 21 factors using 4 to 512 runs. This collection of designs provides an effective means for screening through many factors to find the critical few. Full two-level factorial designs may be runfor up
STAT-EASE » V13 » ADVANCED TOPICS » LOGISTIC REGRESSION Stat-Ease, Inc. 2021. Design-Expert® Software is a registered trademark of Stat-Ease, Inc. Privacy Policy. Terms of Service. STAT-EASE » V11 » FRACTION OF DESIGN SPACE COMPUTATIONS Stat-Ease, Inc. 2021. Design-Expert® Software is a registered trademark of Stat-Ease, Inc. Privacy Policy. Terms of Service. STAT-EASE » V12 » ADVANCED TOPICS » MULTIPLE LINEAR Example: ratio constraint¶. Let’s say that there is a condition such that the ratio of component B to A must be between 1 and 4. This can be written as: 1 ≤ B/A ≤ 4. Design-Expert will split it into two parts for the left side and the right side of the constraint. STAT-EASESOFTWARELEARN DOECONSULTINGPUBLICATIONSEVENTSFREE TRIAL Stat-Ease. A better product. An improved process. Stat-Ease, armed with an expertise in design of experiments, has been helping people make breakthroughs since 1985. Find out how our Design‑Expert software, training, books, and consulting can help you improve your bottom line. Make the most from every experimentsm. STAT-EASE » V11 » TUTORIALS Tutorials¶. The tutorials and their data files are also available within Design-Expert via the Help menu.. The One-Factor Categoric tutorial is the best place to start for new users of the program.. For users interested in Response Surface Methods, the Multifactor RSM tutorial is a good place to start.. The Mixture Designs tutorial is recommended for all formulators to learn about theDESIGN-EXPERT
Design-Expert offers a wide selection of graphs that help you identify standout effects and visualize your results. Its outputs create a strong impression when you communicate your findings to supervisors and peers. Download the free trial today, skim through the response surface tutorial provided under STAT-EASE » V11 » DESIGN-EXPERT Stat-Ease Academy offers a dynamic selection of on-demand, online training. Some content is free to access, while some requires a small fee. Check back regularly as our offerings may change. Stat-Ease Training provides comprehensive instructor-led workshops. New DOE practitioners are encouraged to attend the Experiment Design Made Easycourse.
STAT-EASE » V11 » INSTALLATION » WINDOWS INSTALLATION Click on the Options menu and choose Set HTTP proxy. The host name should be entered in the form host_name:port_number if the port number used by the proxy is not the default 8080. If you need to set the proxy credentials, they can be entered in the form user:password. Note that only BASIC authentication type is supported. STAT-EASE » V11 » POST ANALYSIS » CONFIRMATION Confirmation is intended to be used to confirm that the model can predict actual outcomes at the optimal settings determined from the analysis. Additional (n) runs are conducted at the optimal settings. The average of those runs is compared to the prediction interval for a sample of size n. The larger the n, the smaller the interval. RANDOMIZED FACTORIAL DESIGNS The Regular Two-Level Factorial Design Builder offers two-level full factorial and regular fractional factorial designs. You can investigate 2 to 21 factors using 4 to 512 runs. This collection of designs provides an effective means for screening through many factors to find the critical few. Full two-level factorial designs may be runfor up
STAT-EASE » V13 » ADVANCED TOPICS » LOGISTIC REGRESSION Stat-Ease, Inc. 2021. Design-Expert® Software is a registered trademark of Stat-Ease, Inc. Privacy Policy. Terms of Service. STAT-EASE » V11 » FRACTION OF DESIGN SPACE COMPUTATIONS Stat-Ease, Inc. 2021. Design-Expert® Software is a registered trademark of Stat-Ease, Inc. Privacy Policy. Terms of Service. STAT-EASE » V12 » ADVANCED TOPICS » MULTIPLE LINEAR Example: ratio constraint¶. Let’s say that there is a condition such that the ratio of component B to A must be between 1 and 4. This can be written as: 1 ≤ B/A ≤ 4. Design-Expert will split it into two parts for the left side and the right side of the constraint. STAT-EASE » V11 » DESIGN-EXPERT Stat-Ease Academy offers a dynamic selection of on-demand, online training. Some content is free to access, while some requires a small fee. Check back regularly as our offerings may change. Stat-Ease Training provides comprehensive instructor-led workshops. New DOE practitioners are encouraged to attend the Experiment Design Made Easycourse.
STAT-EASE » V12 » INSTALLATION » WINDOWS INSTALLATION The installer file will be named as follows (the version numbers may vary depending on when you downloaded the software): If you’re not sure whether your operating system is 32 or 64-bit, choose the 64-bit installer. Double-click the installer to start the installation. ClickNext.
STAT-EASE
presented by Mark Anderson This presentation briefs technical professionals on design of experiment (DOE) tools aimed at developing systems that hold up when transferred to the field. STAT-EASE » V11 » GENERAL SEQUENCE OF ANALYSIS » ANOVA The adjusted R-squared plateaus when insignificant terms are added to the model, and the predicted R-squared will decrease when there are too many insignificant terms. A rule of thumb is that the adjusted and predicted R-squared values should be within 0.2 of each other. There is no commonly used “cut-off” value for R-squareds. Analysis STAT-EASE » V11 » GENERAL SEQUENCE OF ANALYSIS Diagnostics Report. ¶. This section contains descriptions of each case statistic. The values in this report table are used to produce the diagnostics graphs. Run Order: The randomized order for the experiments. Actual Value: The measured response data for this particular run, y i. Predicted Value: The value predicted from themodel, generated
STAT-EASE » V11 » TUTORIALS » HISTORICAL DATA Now you can see how this design was created via the Response Surface tab and Historical Data option. Setting up historical data design. Before moving ahead, you must set Design-Expert to how many rows of data you want to key or copy/paste into the design layout. In this case there are 16 rows. Entry for rows. STAT-EASE » V11 » GENERAL SEQUENCE OF ANALYSIS » SELECT Note. The 50% number can be permanently changed by going to Edit > Preferences > Graphs > Effects Graphs and changing X in the Fit line to X% of smallest effects setting. STAT-EASE » V12 » ADVANCED TOPICS » MULTIPLE LINEAR Example: ratio constraint¶. Let’s say that there is a condition such that the ratio of component B to A must be between 1 and 4. This can be written as: 1 ≤ B/A ≤ 4. Design-Expert will split it into two parts for the left side and the right side of the constraint.STAT-EASE
Pat on March 24, 2017. A central composite design (CCD) is a type of response surface design that will give you very good predictions in the middle of the design space. Many people ask how many center points (CPs) they need to put into a CCD. The number of CPs chosen (typically 5 or 6) influences how the design functions. STAT-EASE » V12 » HINTS AND FAQS » SCREEN TIPS » PARETO CHART Pareto Chart¶. The Pareto chart is a graphical tool used to manage model selection for two-level factorial designs. We recommend using the Half-Normal Plot of Effects to STAT-EASESOFTWARELEARN DOECONSULTINGPUBLICATIONSEVENTSFREE TRIAL Stat-Ease. A better product. An improved process. Stat-Ease, armed with an expertise in design of experiments, has been helping people make breakthroughs since 1985. Find out how our Design‑Expert software, training, books, and consulting can help you improve your bottom line. Make the most from every experimentsm.DESIGN-EXPERT
Design-Expert offers a wide selection of graphs that help you identify standout effects and visualize your results. Its outputs create a strong impression when you communicate your findings to supervisors and peers. Download the free trial today, skim through the response surface tutorial provided under STAT-EASE » V11 » TUTORIALS Tutorials¶. The tutorials and their data files are also available within Design-Expert via the Help menu.. The One-Factor Categoric tutorial is the best place to start for new users of the program.. For users interested in Response Surface Methods, the Multifactor RSM tutorial is a good place to start.. The Mixture Designs tutorial is recommended for all formulators to learn about the STAT-EASE » V11 » DESIGN-EXPERT Stat-Ease Academy offers a dynamic selection of on-demand, online training. Some content is free to access, while some requires a small fee. Check back regularly as our offerings may change. Stat-Ease Training provides comprehensive instructor-led workshops. New DOE practitioners are encouraged to attend the Experiment Design Made Easycourse.
STAT-EASE » V11 » INSTALLATION » WINDOWS INSTALLATION Click on the Options menu and choose Set HTTP proxy. The host name should be entered in the form host_name:port_number if the port number used by the proxy is not the default 8080. If you need to set the proxy credentials, they can be entered in the form user:password. Note that only BASIC authentication type is supported. STAT-EASE » V11 » POST ANALYSIS » CONFIRMATION Confirmation is intended to be used to confirm that the model can predict actual outcomes at the optimal settings determined from the analysis. Additional (n) runs are conducted at the optimal settings. The average of those runs is compared to the prediction interval for a sample of size n. The larger the n, the smaller the interval. RANDOMIZED FACTORIAL DESIGNS The Regular Two-Level Factorial Design Builder offers two-level full factorial and regular fractional factorial designs. You can investigate 2 to 21 factors using 4 to 512 runs. This collection of designs provides an effective means for screening through many factors to find the critical few. Full two-level factorial designs may be runfor up
STAT-EASE » V13 » INSTALLATION » MACOS INSTALLATION The first time you run the program you will be asked to activate it by entering the 16- digit key we provided you. When you click OK, Design-Expert will connect via the internet to our activation server and authenticate the license. If you know that you are using a network license, choose the Use network license and click on OK. STAT-EASE » V11 » FRACTION OF DESIGN SPACE COMPUTATIONS Stat-Ease, Inc. 2021. Design-Expert® Software is a registered trademark of Stat-Ease, Inc. Privacy Policy. Terms of Service. STAT-EASE » V12 » ADVANCED TOPICS » MULTIPLE LINEAR Example: ratio constraint¶. Let’s say that there is a condition such that the ratio of component B to A must be between 1 and 4. This can be written as: 1 ≤ B/A ≤ 4. Design-Expert will split it into two parts for the left side and the right side of the constraint. STAT-EASESOFTWARELEARN DOECONSULTINGPUBLICATIONSEVENTSFREE TRIAL Stat-Ease. A better product. An improved process. Stat-Ease, armed with an expertise in design of experiments, has been helping people make breakthroughs since 1985. Find out how our Design‑Expert software, training, books, and consulting can help you improve your bottom line. Make the most from every experimentsm.DESIGN-EXPERT
Design-Expert offers a wide selection of graphs that help you identify standout effects and visualize your results. Its outputs create a strong impression when you communicate your findings to supervisors and peers. Download the free trial today, skim through the response surface tutorial provided under STAT-EASE » V11 » TUTORIALS Tutorials¶. The tutorials and their data files are also available within Design-Expert via the Help menu.. The One-Factor Categoric tutorial is the best place to start for new users of the program.. For users interested in Response Surface Methods, the Multifactor RSM tutorial is a good place to start.. The Mixture Designs tutorial is recommended for all formulators to learn about the STAT-EASE » V11 » DESIGN-EXPERT Stat-Ease Academy offers a dynamic selection of on-demand, online training. Some content is free to access, while some requires a small fee. Check back regularly as our offerings may change. Stat-Ease Training provides comprehensive instructor-led workshops. New DOE practitioners are encouraged to attend the Experiment Design Made Easycourse.
STAT-EASE » V11 » INSTALLATION » WINDOWS INSTALLATION Click on the Options menu and choose Set HTTP proxy. The host name should be entered in the form host_name:port_number if the port number used by the proxy is not the default 8080. If you need to set the proxy credentials, they can be entered in the form user:password. Note that only BASIC authentication type is supported. STAT-EASE » V11 » POST ANALYSIS » CONFIRMATION Confirmation is intended to be used to confirm that the model can predict actual outcomes at the optimal settings determined from the analysis. Additional (n) runs are conducted at the optimal settings. The average of those runs is compared to the prediction interval for a sample of size n. The larger the n, the smaller the interval. RANDOMIZED FACTORIAL DESIGNS The Regular Two-Level Factorial Design Builder offers two-level full factorial and regular fractional factorial designs. You can investigate 2 to 21 factors using 4 to 512 runs. This collection of designs provides an effective means for screening through many factors to find the critical few. Full two-level factorial designs may be runfor up
STAT-EASE » V13 » INSTALLATION » MACOS INSTALLATION The first time you run the program you will be asked to activate it by entering the 16- digit key we provided you. When you click OK, Design-Expert will connect via the internet to our activation server and authenticate the license. If you know that you are using a network license, choose the Use network license and click on OK. STAT-EASE » V11 » FRACTION OF DESIGN SPACE COMPUTATIONS Stat-Ease, Inc. 2021. Design-Expert® Software is a registered trademark of Stat-Ease, Inc. Privacy Policy. Terms of Service. STAT-EASE » V12 » ADVANCED TOPICS » MULTIPLE LINEAR Example: ratio constraint¶. Let’s say that there is a condition such that the ratio of component B to A must be between 1 and 4. This can be written as: 1 ≤ B/A ≤ 4. Design-Expert will split it into two parts for the left side and the right side of the constraint. STAT-EASE » V12 » INSTALLATION » WINDOWS INSTALLATION The installer file will be named as follows (the version numbers may vary depending on when you downloaded the software): If you’re not sure whether your operating system is 32 or 64-bit, choose the 64-bit installer. Double-click the installer to start the installation. ClickNext.
STAT-EASE » V13 » INSTALLATION » MACOS INSTALLATION The first time you run the program you will be asked to activate it by entering the 16- digit key we provided you. When you click OK, Design-Expert will connect via the internet to our activation server and authenticate the license. If you know that you are using a network license, choose the Use network license and click on OK. STAT-EASE » V11 » TUTORIALS » MIXTURE DESIGN To gain a full working knowledge of this powerful tool, we recommend you attend our workshop on Mixture Design for Optimal Formulations. Call Stat-Ease or visit our website at www.statease.com for a schedule. For a free primer on mixture design, go to the Stat-Ease home page and follow the link that says “I’m a formulator.” STAT-EASE » V11 » RESPONSE INFO Est. Std. Dev. (Estimated Standard Deviation) or Sigma “Noise” is an estimate for the run to run standard deviation of the response. The estimate can come from a pilot study, a similar process, scientific knowledge and as a last resort – guess. The Delta/Sigma “Signal/Noise” ratio is used to determine the probability ofdetecting an
STAT-EASE » V11 » TUTORIALS » HISTORICAL DATA Now you can see how this design was created via the Response Surface tab and Historical Data option. Setting up historical data design. Before moving ahead, you must set Design-Expert to how many rows of data you want to key or copy/paste into the design layout. In this case there are 16 rows. Entry for rows. RANDOMIZED FACTORIAL DESIGNS Regular Two-Level Factorial Designs¶. The Regular Two-Level Factorial Design Builder offers two-level full factorial and regular fractional factorial designs. You can investigate 2 to 21 factors using 4 to 512 runs. This collection of designs provides an effective means for screening through many factors to STAT-EASE » V11 » DESIGNS » RESPONSE SURFACE DESIGNS In Design-Expert, these designs are located under the Response Surface, Miscellaneous design node. Full factorial 3-level designs are available for up to 4 factors. The number of experiments will be 3^k plus some replicates of the center point. Because there are only 3 levels for each factor, the appropriate model is the quadratic model. STAT-EASE » V11 » CONVERT CODED RESPONSE SURFACE MODEL TO The conversion is done by substituting the above formula for each factor in every term of the model. For this case, the model in coded units is: Y = 70.0625 + 10.8125 ⋅ A + 4.9375 ⋅ C + 7.3125 ⋅ D − 9.0625 ⋅ A C + 8.3125 ⋅ A D. Where the factor settings are laid out in the table below: Low. High. STAT-EASE » V11 » DESIGNS » MIXTURE DESIGNS » SIMPLEX Tertiary blends: (1/3, 1/3, 1/3, 0, ,0) and so on to the overall centroid: (1/q, 1/q, , 1/q). This design differs from a simplex-lattice design. It cannot be used to estimate the full cubic model, but can be used to estimate a special cubic model. The default augmentation for the simplex-centroid design adds check points(half-way between
STAT-EASE » V11 » ADEQUATE PRECISION \(\hat{Y}\) is the predictions at the run settings \(p\hat{\sigma}^2\) is the residual mean square from ANOVA table. \(p\) is the number of terms in the model. \(n\) is the number of runs in the design. STAT-EASESOFTWARELEARN DOECONSULTINGPUBLICATIONSEVENTSFREE TRIAL Stat-Ease. A better product. An improved process. Stat-Ease, armed with an expertise in design of experiments, has been helping people make breakthroughs since 1985. Find out how our Design‑Expert software, training, books, and consulting can help you improve your bottom line. Make the most from every experimentsm.DESIGN-EXPERT
Design-Expert offers a wide selection of graphs that help you identify standout effects and visualize your results. Its outputs create a strong impression when you communicate your findings to supervisors and peers. Download the free trial today, skim through the response surface tutorial provided under STAT-EASE » V11 » TUTORIALS Tutorials¶. The tutorials and their data files are also available within Design-Expert via the Help menu.. The One-Factor Categoric tutorial is the best place to start for new users of the program.. For users interested in Response Surface Methods, the Multifactor RSM tutorial is a good place to start.. The Mixture Designs tutorial is recommended for all formulators to learn about the STAT-EASE » V11 » DESIGN-EXPERT Stat-Ease Academy offers a dynamic selection of on-demand, online training. Some content is free to access, while some requires a small fee. Check back regularly as our offerings may change. Stat-Ease Training provides comprehensive instructor-led workshops. New DOE practitioners are encouraged to attend the Experiment Design Made Easycourse.
STAT-EASE » V11 » INSTALLATION » WINDOWS INSTALLATION Click on the Options menu and choose Set HTTP proxy. The host name should be entered in the form host_name:port_number if the port number used by the proxy is not the default 8080. If you need to set the proxy credentials, they can be entered in the form user:password. Note that only BASIC authentication type is supported. STAT-EASE » V11 » POST ANALYSIS » CONFIRMATION Confirmation is intended to be used to confirm that the model can predict actual outcomes at the optimal settings determined from the analysis. Additional (n) runs are conducted at the optimal settings. The average of those runs is compared to the prediction interval for a sample of size n. The larger the n, the smaller the interval. RANDOMIZED FACTORIAL DESIGNS The Regular Two-Level Factorial Design Builder offers two-level full factorial and regular fractional factorial designs. You can investigate 2 to 21 factors using 4 to 512 runs. This collection of designs provides an effective means for screening through many factors to find the critical few. Full two-level factorial designs may be runfor up
STAT-EASE » V13 » INSTALLATION » MACOS INSTALLATION The first time you run the program you will be asked to activate it by entering the 16- digit key we provided you. When you click OK, Design-Expert will connect via the internet to our activation server and authenticate the license. If you know that you are using a network license, choose the Use network license and click on OK. STAT-EASE » V11 » FRACTION OF DESIGN SPACE COMPUTATIONS Stat-Ease, Inc. 2021. Design-Expert® Software is a registered trademark of Stat-Ease, Inc. Privacy Policy. Terms of Service. STAT-EASE » V12 » ADVANCED TOPICS » MULTIPLE LINEAR Example: ratio constraint¶. Let’s say that there is a condition such that the ratio of component B to A must be between 1 and 4. This can be written as: 1 ≤ B/A ≤ 4. Design-Expert will split it into two parts for the left side and the right side of the constraint. STAT-EASESOFTWARELEARN DOECONSULTINGPUBLICATIONSEVENTSFREE TRIAL Stat-Ease. A better product. An improved process. Stat-Ease, armed with an expertise in design of experiments, has been helping people make breakthroughs since 1985. Find out how our Design‑Expert software, training, books, and consulting can help you improve your bottom line. Make the most from every experimentsm.DESIGN-EXPERT
Design-Expert offers a wide selection of graphs that help you identify standout effects and visualize your results. Its outputs create a strong impression when you communicate your findings to supervisors and peers. Download the free trial today, skim through the response surface tutorial provided under STAT-EASE » V11 » TUTORIALS Tutorials¶. The tutorials and their data files are also available within Design-Expert via the Help menu.. The One-Factor Categoric tutorial is the best place to start for new users of the program.. For users interested in Response Surface Methods, the Multifactor RSM tutorial is a good place to start.. The Mixture Designs tutorial is recommended for all formulators to learn about the STAT-EASE » V11 » DESIGN-EXPERT Stat-Ease Academy offers a dynamic selection of on-demand, online training. Some content is free to access, while some requires a small fee. Check back regularly as our offerings may change. Stat-Ease Training provides comprehensive instructor-led workshops. New DOE practitioners are encouraged to attend the Experiment Design Made Easycourse.
STAT-EASE » V11 » INSTALLATION » WINDOWS INSTALLATION Click on the Options menu and choose Set HTTP proxy. The host name should be entered in the form host_name:port_number if the port number used by the proxy is not the default 8080. If you need to set the proxy credentials, they can be entered in the form user:password. Note that only BASIC authentication type is supported. STAT-EASE » V11 » POST ANALYSIS » CONFIRMATION Confirmation is intended to be used to confirm that the model can predict actual outcomes at the optimal settings determined from the analysis. Additional (n) runs are conducted at the optimal settings. The average of those runs is compared to the prediction interval for a sample of size n. The larger the n, the smaller the interval. RANDOMIZED FACTORIAL DESIGNS The Regular Two-Level Factorial Design Builder offers two-level full factorial and regular fractional factorial designs. You can investigate 2 to 21 factors using 4 to 512 runs. This collection of designs provides an effective means for screening through many factors to find the critical few. Full two-level factorial designs may be runfor up
STAT-EASE » V13 » INSTALLATION » MACOS INSTALLATION The first time you run the program you will be asked to activate it by entering the 16- digit key we provided you. When you click OK, Design-Expert will connect via the internet to our activation server and authenticate the license. If you know that you are using a network license, choose the Use network license and click on OK. STAT-EASE » V11 » FRACTION OF DESIGN SPACE COMPUTATIONS Stat-Ease, Inc. 2021. Design-Expert® Software is a registered trademark of Stat-Ease, Inc. Privacy Policy. Terms of Service. STAT-EASE » V12 » ADVANCED TOPICS » MULTIPLE LINEAR Example: ratio constraint¶. Let’s say that there is a condition such that the ratio of component B to A must be between 1 and 4. This can be written as: 1 ≤ B/A ≤ 4. Design-Expert will split it into two parts for the left side and the right side of the constraint. STAT-EASE » V12 » INSTALLATION » WINDOWS INSTALLATION The installer file will be named as follows (the version numbers may vary depending on when you downloaded the software): If you’re not sure whether your operating system is 32 or 64-bit, choose the 64-bit installer. Double-click the installer to start the installation. ClickNext.
STAT-EASE » V13 » INSTALLATION » MACOS INSTALLATION The first time you run the program you will be asked to activate it by entering the 16- digit key we provided you. When you click OK, Design-Expert will connect via the internet to our activation server and authenticate the license. If you know that you are using a network license, choose the Use network license and click on OK. STAT-EASE » V11 » TUTORIALS » MIXTURE DESIGN To gain a full working knowledge of this powerful tool, we recommend you attend our workshop on Mixture Design for Optimal Formulations. Call Stat-Ease or visit our website at www.statease.com for a schedule. For a free primer on mixture design, go to the Stat-Ease home page and follow the link that says “I’m a formulator.” STAT-EASE » V11 » RESPONSE INFO Est. Std. Dev. (Estimated Standard Deviation) or Sigma “Noise” is an estimate for the run to run standard deviation of the response. The estimate can come from a pilot study, a similar process, scientific knowledge and as a last resort – guess. The Delta/Sigma “Signal/Noise” ratio is used to determine the probability ofdetecting an
STAT-EASE » V11 » TUTORIALS » HISTORICAL DATA Now you can see how this design was created via the Response Surface tab and Historical Data option. Setting up historical data design. Before moving ahead, you must set Design-Expert to how many rows of data you want to key or copy/paste into the design layout. In this case there are 16 rows. Entry for rows. RANDOMIZED FACTORIAL DESIGNS Regular Two-Level Factorial Designs¶. The Regular Two-Level Factorial Design Builder offers two-level full factorial and regular fractional factorial designs. You can investigate 2 to 21 factors using 4 to 512 runs. This collection of designs provides an effective means for screening through many factors to STAT-EASE » V11 » DESIGNS » RESPONSE SURFACE DESIGNS In Design-Expert, these designs are located under the Response Surface, Miscellaneous design node. Full factorial 3-level designs are available for up to 4 factors. The number of experiments will be 3^k plus some replicates of the center point. Because there are only 3 levels for each factor, the appropriate model is the quadratic model. STAT-EASE » V11 » CONVERT CODED RESPONSE SURFACE MODEL TO The conversion is done by substituting the above formula for each factor in every term of the model. For this case, the model in coded units is: Y = 70.0625 + 10.8125 ⋅ A + 4.9375 ⋅ C + 7.3125 ⋅ D − 9.0625 ⋅ A C + 8.3125 ⋅ A D. Where the factor settings are laid out in the table below: Low. High. STAT-EASE » V11 » DESIGNS » MIXTURE DESIGNS » SIMPLEX Tertiary blends: (1/3, 1/3, 1/3, 0, ,0) and so on to the overall centroid: (1/q, 1/q, , 1/q). This design differs from a simplex-lattice design. It cannot be used to estimate the full cubic model, but can be used to estimate a special cubic model. The default augmentation for the simplex-centroid design adds check points(half-way between
STAT-EASE » V11 » ADEQUATE PRECISION \(\hat{Y}\) is the predictions at the run settings \(p\hat{\sigma}^2\) is the residual mean square from ANOVA table. \(p\) is the number of terms in the model. \(n\) is the number of runs in the design. STAT-EASESOFTWARELEARN DOECONSULTINGPUBLICATIONSEVENTSFREE TRIAL Stat-Ease. A better product. An improved process. Stat-Ease, armed with an expertise in design of experiments, has been helping people make breakthroughs since 1985. Find out how our Design‑Expert software, training, books, and consulting can help you improve your bottom line. Make the most from every experimentsm.DESIGN-EXPERT
Design-Expert offers a wide selection of graphs that help you identify standout effects and visualize your results. Its outputs create a strong impression when you communicate your findings to supervisors and peers. Download the free trial today, skim through the response surface tutorial provided under STAT-EASE » V11 » TUTORIALS Tutorials¶. The tutorials and their data files are also available within Design-Expert via the Help menu.. The One-Factor Categoric tutorial is the best place to start for new users of the program.. For users interested in Response Surface Methods, the Multifactor RSM tutorial is a good place to start.. The Mixture Designs tutorial is recommended for all formulators to learn about the STAT-EASE » V11 » DESIGN-EXPERT Stat-Ease Academy offers a dynamic selection of on-demand, online training. Some content is free to access, while some requires a small fee. Check back regularly as our offerings may change. Stat-Ease Training provides comprehensive instructor-led workshops. New DOE practitioners are encouraged to attend the Experiment Design Made Easycourse.
STAT-EASE » V11 » INSTALLATION » WINDOWS INSTALLATION Click on the Options menu and choose Set HTTP proxy. The host name should be entered in the form host_name:port_number if the port number used by the proxy is not the default 8080. If you need to set the proxy credentials, they can be entered in the form user:password. Note that only BASIC authentication type is supported. STAT-EASE » V11 » POST ANALYSIS » CONFIRMATION Confirmation is intended to be used to confirm that the model can predict actual outcomes at the optimal settings determined from the analysis. Additional (n) runs are conducted at the optimal settings. The average of those runs is compared to the prediction interval for a sample of size n. The larger the n, the smaller the interval. RANDOMIZED FACTORIAL DESIGNS The Regular Two-Level Factorial Design Builder offers two-level full factorial and regular fractional factorial designs. You can investigate 2 to 21 factors using 4 to 512 runs. This collection of designs provides an effective means for screening through many factors to find the critical few. Full two-level factorial designs may be runfor up
STAT-EASE » V13 » INSTALLATION » MACOS INSTALLATION The first time you run the program you will be asked to activate it by entering the 16- digit key we provided you. When you click OK, Design-Expert will connect via the internet to our activation server and authenticate the license. If you know that you are using a network license, choose the Use network license and click on OK. STAT-EASE » V11 » FRACTION OF DESIGN SPACE COMPUTATIONS Stat-Ease, Inc. 2021. Design-Expert® Software is a registered trademark of Stat-Ease, Inc. Privacy Policy. Terms of Service. STAT-EASE » V12 » ADVANCED TOPICS » MULTIPLE LINEAR Example: ratio constraint¶. Let’s say that there is a condition such that the ratio of component B to A must be between 1 and 4. This can be written as: 1 ≤ B/A ≤ 4. Design-Expert will split it into two parts for the left side and the right side of the constraint. STAT-EASESOFTWARELEARN DOECONSULTINGPUBLICATIONSEVENTSFREE TRIAL Stat-Ease. A better product. An improved process. Stat-Ease, armed with an expertise in design of experiments, has been helping people make breakthroughs since 1985. Find out how our Design‑Expert software, training, books, and consulting can help you improve your bottom line. Make the most from every experimentsm.DESIGN-EXPERT
Design-Expert offers a wide selection of graphs that help you identify standout effects and visualize your results. Its outputs create a strong impression when you communicate your findings to supervisors and peers. Download the free trial today, skim through the response surface tutorial provided under STAT-EASE » V11 » TUTORIALS Tutorials¶. The tutorials and their data files are also available within Design-Expert via the Help menu.. The One-Factor Categoric tutorial is the best place to start for new users of the program.. For users interested in Response Surface Methods, the Multifactor RSM tutorial is a good place to start.. The Mixture Designs tutorial is recommended for all formulators to learn about the STAT-EASE » V11 » DESIGN-EXPERT Stat-Ease Academy offers a dynamic selection of on-demand, online training. Some content is free to access, while some requires a small fee. Check back regularly as our offerings may change. Stat-Ease Training provides comprehensive instructor-led workshops. New DOE practitioners are encouraged to attend the Experiment Design Made Easycourse.
STAT-EASE » V11 » INSTALLATION » WINDOWS INSTALLATION Click on the Options menu and choose Set HTTP proxy. The host name should be entered in the form host_name:port_number if the port number used by the proxy is not the default 8080. If you need to set the proxy credentials, they can be entered in the form user:password. Note that only BASIC authentication type is supported. STAT-EASE » V11 » POST ANALYSIS » CONFIRMATION Confirmation is intended to be used to confirm that the model can predict actual outcomes at the optimal settings determined from the analysis. Additional (n) runs are conducted at the optimal settings. The average of those runs is compared to the prediction interval for a sample of size n. The larger the n, the smaller the interval. RANDOMIZED FACTORIAL DESIGNS The Regular Two-Level Factorial Design Builder offers two-level full factorial and regular fractional factorial designs. You can investigate 2 to 21 factors using 4 to 512 runs. This collection of designs provides an effective means for screening through many factors to find the critical few. Full two-level factorial designs may be runfor up
STAT-EASE » V13 » INSTALLATION » MACOS INSTALLATION The first time you run the program you will be asked to activate it by entering the 16- digit key we provided you. When you click OK, Design-Expert will connect via the internet to our activation server and authenticate the license. If you know that you are using a network license, choose the Use network license and click on OK. STAT-EASE » V11 » FRACTION OF DESIGN SPACE COMPUTATIONS Stat-Ease, Inc. 2021. Design-Expert® Software is a registered trademark of Stat-Ease, Inc. Privacy Policy. Terms of Service. STAT-EASE » V12 » ADVANCED TOPICS » MULTIPLE LINEAR Example: ratio constraint¶. Let’s say that there is a condition such that the ratio of component B to A must be between 1 and 4. This can be written as: 1 ≤ B/A ≤ 4. Design-Expert will split it into two parts for the left side and the right side of the constraint. STAT-EASE » V12 » INSTALLATION » WINDOWS INSTALLATION The installer file will be named as follows (the version numbers may vary depending on when you downloaded the software): If you’re not sure whether your operating system is 32 or 64-bit, choose the 64-bit installer. Double-click the installer to start the installation. ClickNext.
STAT-EASE » V13 » INSTALLATION » MACOS INSTALLATION The first time you run the program you will be asked to activate it by entering the 16- digit key we provided you. When you click OK, Design-Expert will connect via the internet to our activation server and authenticate the license. If you know that you are using a network license, choose the Use network license and click on OK. STAT-EASE » V11 » TUTORIALS » MIXTURE DESIGN To gain a full working knowledge of this powerful tool, we recommend you attend our workshop on Mixture Design for Optimal Formulations. Call Stat-Ease or visit our website at www.statease.com for a schedule. For a free primer on mixture design, go to the Stat-Ease home page and follow the link that says “I’m a formulator.” STAT-EASE » V11 » RESPONSE INFO Est. Std. Dev. (Estimated Standard Deviation) or Sigma “Noise” is an estimate for the run to run standard deviation of the response. The estimate can come from a pilot study, a similar process, scientific knowledge and as a last resort – guess. The Delta/Sigma “Signal/Noise” ratio is used to determine the probability ofdetecting an
STAT-EASE » V11 » TUTORIALS » HISTORICAL DATA Now you can see how this design was created via the Response Surface tab and Historical Data option. Setting up historical data design. Before moving ahead, you must set Design-Expert to how many rows of data you want to key or copy/paste into the design layout. In this case there are 16 rows. Entry for rows. RANDOMIZED FACTORIAL DESIGNS Regular Two-Level Factorial Designs¶. The Regular Two-Level Factorial Design Builder offers two-level full factorial and regular fractional factorial designs. You can investigate 2 to 21 factors using 4 to 512 runs. This collection of designs provides an effective means for screening through many factors to STAT-EASE » V11 » DESIGNS » RESPONSE SURFACE DESIGNS In Design-Expert, these designs are located under the Response Surface, Miscellaneous design node. Full factorial 3-level designs are available for up to 4 factors. The number of experiments will be 3^k plus some replicates of the center point. Because there are only 3 levels for each factor, the appropriate model is the quadratic model. STAT-EASE » V11 » CONVERT CODED RESPONSE SURFACE MODEL TO The conversion is done by substituting the above formula for each factor in every term of the model. For this case, the model in coded units is: Y = 70.0625 + 10.8125 ⋅ A + 4.9375 ⋅ C + 7.3125 ⋅ D − 9.0625 ⋅ A C + 8.3125 ⋅ A D. Where the factor settings are laid out in the table below: Low. High. STAT-EASE » V11 » DESIGNS » MIXTURE DESIGNS » SIMPLEX Tertiary blends: (1/3, 1/3, 1/3, 0, ,0) and so on to the overall centroid: (1/q, 1/q, , 1/q). This design differs from a simplex-lattice design. It cannot be used to estimate the full cubic model, but can be used to estimate a special cubic model. The default augmentation for the simplex-centroid design adds check points(half-way between
STAT-EASE » V11 » ADEQUATE PRECISION \(\hat{Y}\) is the predictions at the run settings \(p\hat{\sigma}^2\) is the residual mean square from ANOVA table. \(p\) is the number of terms in the model. \(n\) is the number of runs in the design. This website uses cookies to ensure you get the best experience on ourwebsite. Learn more
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A better product. An improved process. Stat-Ease, armed with an expertise in design of experiments, has been helping people make breakthroughs since 1985. Find out how our Design‑Expert software, training, books, and consulting can help you improve your bottom line. _Make the most from every experimentsm_ DESIGN-EXPERT VERSION 12 DESIGN OF EXPERIMENTS SOFTWARE Make breakthrough improvements to a product or a process with Design-Expert, whether you are new to design of experiments or a pro. Its straightforward, easy-to-use interface sits on top of a powerful statistical engine. You will not only screen for vital factors, but also locate ideal process settings for top performance & discover optimal product formulations.Learn More
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DESIGN OF EXPERIMENTS PINPOINTS BETTER PRODUCTS By JASON PANDOLFO on April 20, 2020 Industrial product development can often be a frustrating process, especially in the case of formulations. Many commercial formulated products can have 20 or more components. With so many possibilities for multi-component blending effects to impact performance, it is difficult to optimize a formulation without design of experiments(DOE).
This case study explores how chemists at Quaker Houghton (Conshohocken, PA) explored reformulating an existing product to improve performance and reduce cost. Their use of Design-Expert led to discoveries they didn't expect. NEW BLOG POST: GREG'S DOE ADVENTURE - FACTORIAL DESIGN, PART 2 By GREG on April 16, 2020 The latest installment of Greg's DOE Adventure covers more of the basic concepts behind DOE and factorial design. In this blog post, planning an experiment and randomization are covered. Discussing what each concept is and why they are so important. WEBINAR: KNOW THE SCOR FOR MULTIFACTOR STRATEGY OF EXPERIMENTATION By MARK ANDERSON on April 20, 2020 By way of example, this presentation lays out a strategy for design of experiments (DOE) that provides maximum efficiency and effectiveness for development of a robust process. It provides a sure path for converging on the ‘sweet spot’—the most desirable combination of process parameters and product attributes. Whether you are new or experienced at doing DOE, this talk is for you (and your organization's bottom line!).ABOUT STAT-EASE
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