Menu.Dopt: Menu for generating D-optimal designs

In RcmdrPlugin.DoE: R Commander Plugin for (Industrial) Design of Experiments

Menu for generating D-optimal designs

Description

With this menu, D-optimal designs can be generated. The menu calls function Dopt.design from R-package DoE.wrapper. Optionally, the candidate designs menu can be called before calling this menu in order to create a candidate design.

Usage

Menu.cand()
Menu.Dopt()

Prior Remark for Windows users

The most important technical point about this menu and the R-Commander in general:
The R GUI should be installed with the Single Document Interface (SDI) mode instead of the default MDI mode. John Fox, the author of R-Commander, has described how to change MDI to SDI, if R has been installed in the wrong mode. It is strongly discouraged to run the R-Commander under the MDI mode, as it happens very frequently that windows suddenly disappear. They usually have iconized only and can be retrieved from the taskbar; nevertheless, this behavior can be very annoying and can be avoided by using R in SDI mode.

User form structure

This user form is structured as a notebook with several tabs, and each tab has its own specific help button. It is recommended to work through the tabs from left to right, although it is possible to switch between tabs back and forth.

The buttons to the right of the tabs store or load form settings (cf. next section) for the complete form with all tabs.

What happens when pressing OK?

On OK, the menu will create an experimental design as an R data frame with the attributes (desnum, run.order and design.info). The list design.info contains, among other things, the element creator, which contains the stored form.

If requested on the Export tab, the R workspace with ONLY the experimental design will be saved at the specified location with the ending rda, and an Excel-readable html-file or a csv-file will be generated, depending on the users choice. Alternatively, it is possible to permanently store an R workspace with ONLY the design later using the menu entry “Export design” from the “Design” menu, or the full R workspace can be stored using the appropriate entry in the “File” menu of R commander. The menu entry for loading the stored R workspace in a future session can be found under “Data Management”.

Storing and loading form settings

The settings of the form (all tabs) can be saved at any time with the button “Store form”, which generates an object (of class menu.design2pb). The button “Load form” can be used for loading these settings into the form again in order to continue working on the entries. The purpose of this functionality: work can be safely interrupted, or a finished design can be modified after a team discussion or ...

The stored inputs will be an object within the R session. If they are to be kept for future R sessions, the R workspace must be stored on disk or on another storage medium (file type RData or rda). This can be done from the file menu of the R commander (usually the leftmost menu). The menu entry for loading the stored R workspace in a future session can be found under “Data Management”.

Within an R session, the latest stored form inputs are normally loaded automatically on next usage of the menu. If you want to restart fresh, the button “Reset form” sets everything to default again.

As pointed out above, if a design is actually generated by pressing the OK button, the menu settings are saved within the design object. The button “Load form” knows how to load the form settings from designs, so that it is not necessary to separately store the form settings in this case.

Author(s)

Ulrike Groemping

See Also

See also fac.design and oa.design for the functions uasble for defining the candidate points of the design, Dopt.design for the function that creates the D-optimal design, also function optFederov from package AlgDesign for the function that underlies function Dopt.design.

RcmdrPlugin.DoE documentation built on Oct. 7, 2023, 5:07 p.m.