yes, but that is not a good Review or Survey... thx On Sun, Apr 22, 2012 at 9:47 PM, Bert Gunter <gunter.ber...@gene.com> wrote:
> As I believe I already told you, look at the CRAN Robust task view. > > -- Bert > > On Sun, Apr 22, 2012 at 6:29 PM, Michael <comtech....@gmail.com> wrote: > > Even in R, there are so many of "robust PCA"... any survey or review of > all > > these different methods? > > > > On Sun, Apr 22, 2012 at 6:58 PM, Joshua Wiley <jwiley.ps...@gmail.com > >wrote: > > > >> On Sun, Apr 22, 2012 at 4:43 PM, Michael <comtech....@gmail.com> wrote: > >> > I actually tried "robustPca" in "pcaMethods" on bioconductor. > >> > > >> > It keeps giving me the warning "Input data is not complete"... > >> > > >> > Reading into the function: > >> > > >> > When there is no "NA"s, it will give this warning... > >> > > >> > It seems that there is a bug in this code... > >> > > >> > Is it reliable at all? > >> > > >> > --------------------- > >> > > >> > > >> >> robustPcafunction (Matrix, nPcs = 2, verbose = interactive(), ...) > >> > { > >> > nas <- is.na(Matrix) > >> > if (!any(nas) & verbose) { > >> > cat("Input data is not complete.\n") > >> > cat("Scores, R2 and R2cum may be inaccurate, handle with > care\n") > >> > } > >> > >> that seems to issue the notes when there are *not any missing* and > >> verbose is TRUE. I would submit a bug report to the author. > >> > >> > > >> > > >> > > >> > > >> > > >> > On Fri, Apr 20, 2012 at 9:58 AM, Kevin Wright <kw.s...@gmail.com> > wrote: > >> > > >> >> You can also have a look at the pcaMethods package on Bioconductor. > >> >> > >> >> Kevin > >> >> > >> >> > >> >> On Thu, Apr 19, 2012 at 11:20 PM, Michael <comtech....@gmail.com> > >> wrote: > >> >> > >> >>> Hi all, > >> >>> > >> >>> I found that the PCA gave chaotic results when there are big changes > >> in a > >> >>> few data points. > >> >>> > >> >>> Are there "improved" versions of PCA in R that can help with this > >> problem? > >> >>> > >> >>> Please give me some pointers... > >> >>> > >> >>> Thank you! > >> >>> > >> >>> [[alternative HTML version deleted]] > >> >>> > >> >>> ______________________________________________ > >> >>> R-help@r-project.org mailing list > >> >>> https://stat.ethz.ch/mailman/listinfo/r-help > >> >>> PLEASE do read the posting guide > >> >>> http://www.R-project.org/posting-guide.html< > http://www.r-project.org/posting-guide.html> > >> <http://www.r-project.org/posting-guide.html> > >> >>> and provide commented, minimal, self-contained, reproducible code. > >> >>> > >> >> > >> >> > >> >> > >> >> -- > >> >> Kevin Wright > >> >> > >> >> > >> > > >> > [[alternative HTML version deleted]] > >> > > >> > ______________________________________________ > >> > R-help@r-project.org mailing list > >> > https://stat.ethz.ch/mailman/listinfo/r-help > >> > PLEASE do read the posting guide > >> http://www.R-project.org/posting-guide.html< > http://www.r-project.org/posting-guide.html> > >> > and provide commented, minimal, self-contained, reproducible code. > >> > >> > >> > >> -- > >> Joshua Wiley > >> Ph.D. Student, Health Psychology > >> Programmer Analyst II, Statistical Consulting Group > >> University of California, Los Angeles > >> https://joshuawiley.com/ > >> > > > > [[alternative HTML version deleted]] > > > > ______________________________________________ > > R-help@r-project.org mailing list > > https://stat.ethz.ch/mailman/listinfo/r-help > > PLEASE do read the posting guide > http://www.R-project.org/posting-guide.html > > and provide commented, minimal, self-contained, reproducible code. > > > > -- > > Bert Gunter > Genentech Nonclinical Biostatistics > > Internal Contact Info: > Phone: 467-7374 > Website: > > http://pharmadevelopment.roche.com/index/pdb/pdb-functional-groups/pdb-biostatistics/pdb-ncb-home.htm > [[alternative HTML version deleted]] ______________________________________________ R-help@r-project.org mailing list https://stat.ethz.ch/mailman/listinfo/r-help PLEASE do read the posting guide http://www.R-project.org/posting-guide.html and provide commented, minimal, self-contained, reproducible code.