Displaying 20 results from an estimated 3000 matches similar to: "Experimental Design with R"
2009 May 12
1
Can anyone suggest some r packages for Experimental Designs, specifically for choice and conjoint??? (or is intersted in helping me make 1)
Afternoon everyone,
I''ve spent the last week or so looking at all the experimental design
packages I can find in R. AlgDesign, design.conf and BHH2 being the best one
I could find.
Unfortunately none of these do a particularly good job for complex designs,
in particular for conjoint or discrete choice. (or perhaps they do, and I
can''t make them work correctly)
2006 Dec 07
1
Taguchi Design
Dear R Users,
If it is possible, i would like to learn whether a R package that can be
used for Taguchi design is available.
Sincerely
--
Ýbrahim Mutlay
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2007 Mar 21
1
package:AlgDesign and .Random.seed
Dear r-helpers,
Could you please help me solve the following problem: When I run
require(AlgDesign)
trt <- LETTERS[1:5]
blk <- 10
trtblk <- 3
BIB <- optBlock(~., withinData = trt, blocksizes = rep(trtblk, blk))
In response to the last command, R complains:
Error in optBlock(~., withinData = trt, blocksizes = rep(trtblk, blk)) :
object ".Random.seed" not found
The
2006 Jan 20
3
fractional factorial design in R
Hi,
i need to create a fractional factorial design sufficient to estimate the
main effects.
The factors may have any number of levels, let's say any number from 2 to 6.
I've tried to use the library conf.design , but i cannot figure out how to
write the code.
For example, what is the code for a design with 5 factors (2x3x3x5x2) and
only main effects not confounded?
thanks in advance!
2008 Apr 28
5
Fractional Factorial Design
Hi all,
Does anybody know if it is possible to build a fractional factorial design
in R? That is, suppose that we want do design an experiment with 3 factors
with 2, 3 and 3 levels, respectivly. However we want to consider, let's say,
only 6 from all possible level combinations. Does R design such experiment?
Thanks in advance,
Caio
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2007 Apr 25
1
Help on 'find.BIB' function
Hello everyone,
I am trying to use the 'find.BIB' function to construct a balanced incomplete block design. When I ran the example given in the help file (find.BIB(10,30,4)), I obtained the following error message:
Error in optBlock(~., withinData = factor(1:trt), blocksize = rep(k, b)) :
object ".Random.seed" not found
I investigated what the optBlock
2008 Apr 21
3
optFederov/AlgDesign - help avail?
Hello, we are needing to generate optimal (Fractional) designs for
discrete choice applications, where we will be using logistic regression
or multinomial logit as the modeling technique.
It looks like optFederov, in the AlgDesign package may work, but not
sure if this algorithm works when the variable of interest is binary or
nominal?
Anyone who are experts in this area, anyone interested
2007 Oct 10
2
how to generate and evaluate a design using Algdesign
Hi,
I have some problems when using AlgDesign->optFederov() generating
designs.
I have 6 variables, all factors. 3^2 and 4^4, I want to have a design that
can take care of main effects and two interactions within 2 pair of
variables v3-v4 and v5-v6, the following is the code
################
require(AlgDesign)
set.seed(1)
levels = c(v1=3,v2=3, v3=4,v4=4,v5=4,v6=4)
2011 Nov 24
1
AlgDesign - $D $A $Ge $Dea
Hi,
I am wondering how I should interpreate the output of optFederov() in AlgDesign.
Specially I want to know what is $D, $A, $Ge and $Dea, which one I can use as an efficiency to say how good the optimal design is.
I only know when a orthogonal design comes, $D = 1.
I red the pdf document -- vignette("AlgDesign")
[Just type: vignette("AlgDesign") in R, you will get
2010 Jun 24
1
BBH2 and FrF2 packages
Hi R HELP,
I consider the 2^3 factorial experiment described at page 177 of
the book Statistics for Experimenters: Design, Innovation, and Discovery
by George E. P. Box, J. Stuart Hunter, William G. Hunter (BHH2).
This example use the following data in file BHH2-Data/tab0502.dat
at ftp://ftp.wiley.com/
in /sci_tech_med/statistics_experimenters/BHH2-Data.zip
run T C K y
1 1 -1 -1 -1 60
2
2012 Sep 13
1
fractional balanced design conjoint analysis
L.S.
We would like to generate fractional design for a conjoint analysis. For example we would like to reduce 2x2x2x2x3 --> 12-16 profiles. We tried the R-package "conjoint" and we found an article which describes how to make fractional design for these kinds of studies with Algdesign:
http://tolstoy.newcastle.edu.au/R/e10/help/att-8876/DCE_with_R.pdf
However, the generated
2007 Oct 09
2
AlgDesign--exact and approximate design
Hi
I am trying to generate a design using Algdesign and came across terms of
"exact design" and "approxiamte theory design", I did not find a reference
to explain what they are, could some one shed some light about this on me?
Another question is, I want to measure the main effects and at least two
interactions, variables are factors, how do I ensure this in formula,
2000 Dec 21
1
statistical quality control
Hi all,
could anybody tell me whether there exist any packages about statistical
quality control. Thanks very much.
Stefano Tonellato
--
Stefano Tonellato
Dipartimento di Statistica
Universita' Ca' Foscari di Venezia
Campiello S. Agostin, S. Polo 2347
30125 Venezia - ITALY
Phone +39-041-2577422 Fax +39-041-710355
E-mail stone at unive.it
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An
2005 Mar 20
2
Generating Interaction Factors (combinations of Data Frame columns)
I'm starting to do a fair amount of DOE in my day job and need to
generate full- and fractional-factorial designs.
One of the things I'd like to do is generate all possible interaction
effects, given the main effects. I've been searching through the
documentation, packages and mail list archives, but the closest I can
find are combin() in package combinat and combine() and
2008 Mar 04
0
Multivariate testing or Taguchi Testing on Ruby?
There are many multivariate and taguchi testing tools in the market
for php. Is there any such tool that for Ruby? Has any one had any
experience with sitespect? I am not looking for A/B testing nor Google
SIte Optimizer. Either Multivariate or Taguchi testing.
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2008 Apr 17
2
Design and analysis of mixture experiments
Hi,
I'm interested in experimental design and data analysis on mixtures, like
cake recipes where the sum of the components is fixed; e.g.
<http://www.itl.nist.gov/div898/handbook/pri/section5/pri54.htm>.
I can't believe that R doesn't have facilities to design and analyse such
experiments, but I haven't been able to find them (I have looked quite
hard!). Can anyone point
2006 Mar 05
1
optimal factorial designs
Hi All,
recently I used Design Expert for some Design Of Experiment work.
I was happy with the interface to select which effects I want to see in my experiment, and which not.
For example: I can select of course my main effects, but also if I want to see interaction A:B, B:C, A:B:C,but not A:C.
This was very interessting as you can end up with fewer runs, especially in cases of 10 factors with
2005 Dec 05
2
is it possible to use R to edit an EXCEL spreadsheet so I can create a searchable EXCEL database of R packages?
I have copied the R FAQ pertaining to available packages into an EXCEL
file. They take the following form -
Design
Regression modeling, testing, estimation, validation, graphics, prediction,
and typesetting by storing enhanced model design attributes in the fit.
Design is a etc.
Devore5
Data sets and sample analyses from "Probability and Statistics for
Engineering and the Sciences (5th
2004 Oct 09
2
inst directory
R CMD check on a Windows system, halts with the following;
installing inst files
FIND: Parameter format not correct
make[2]: *** [C:/AlgDesign/AlgDesign.Rcheck/AlgDesign/inst]Error 2
make[1] *** [all] Error 2
make: *** [pkg-AlgDesign] Error2
*** Installation of AlgDesign failed ****
The inst directory contains the sub directory doc with a pdf and dvi
file. Any sub directory in inst seems to
2009 Nov 18
1
Link to pdf documentation from other package ?
Dear developeRs,
I have not found anything recent about how to link to a vignette or other
documentation from within Rd-files. Is this now possible with the new help
system ? For example, I would like to link to the file AlgDesign.pdf
provided within the doc directory of package AlgDesign.
Thanks for any suggestions,
regards, Ulrike
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