need help with SNP6.0 quantile normalization
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qian liu ▴ 30
@qian-liu-4907
Last seen 9.7 years ago
Dear all, I have some trouble connecting snp 6.0 cdf file to cel file to perform quantile normalization (I do need do quantile normalization itself to extract reference distribution).  I think I already loaded the correct snp6 cdf file, but I still got the following error message saying "Specified environment does not contain pd.genomewidesnp.6". I am stucked at the first step of SNP6.0 analysis. Would you please give me some suggestion to solve the problem? Thank you very much. Qian library(pd.genomewidesnp.6) RawData <- ReadAffy(celfile.path=getwd()) Step2 <- normalize.AffyBatch.quantiles(RawData) Warning: unable to access index for repository http://brainarray.mbni.med.umich.edu/bioc/bin/windows64/contrib/2.11 Error in getCdfInfo(object) :   Could not obtain CDF environment, problems encountered: Specified environment does not contain pd.genomewidesnp.6 Library - package pd.genomewidesnp.6cdf not installed Bioconductor - pd.genomewidesnp.6cdf not available > sessionInfo() R version 2.11.1 (2010-05-31) x86_64-pc-mingw32 locale: [1] LC_COLLATE=English_United States.1252  LC_CTYPE=English_United States.1252    LC_MONETARY=English_United States.1252 [4] LC_NUMERIC=C                           LC_TIME=English_United States.1252 attached base packages: [1] stats     graphics  grDevices utils     datasets  methods   base other attached packages:  [1] makePlatformDesign_1.12.0 pd.genomewidesnp.6_1.0.0 makecdfenv_1.26.0         caret_4.67  [5] reshape_0.8.3             plyr_1.2.1 lattice_0.19-13           affy_1.26.1  [9] pdInfoBuilder_1.12.0      oligo_1.12.2 oligoClasses_1.10.0       affxparser_1.20.0 [13] RSQLite_0.9-2             DBI_0.2-5                 Biobase_2.8.0 loaded via a namespace (and not attached): [1] affyio_1.16.0         Biostrings_2.16.9     grid_2.11.1 IRanges_1.6.17        preprocessCore_1.10.0 [6] splines_2.11.1        tools_2.11.1 [[alternative HTML version deleted]]
SNP Normalization cdf SNP Normalization cdf • 1.3k views
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@vincent-j-carey-jr-4
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your R is too old. please update to 2.13.2 and try again. On Wed, Oct 12, 2011 at 4:25 PM, qian liu <qianliu9808 at="" yahoo.com=""> wrote: > Dear all, > I have some trouble connecting snp 6.0 cdf file to cel file to perform quantile normalization (I do need do quantile normalization itself to extract?reference distribution).??I think I already loaded the correct snp6 cdf file, but I still got the following error message saying "Specified environment does not contain pd.genomewidesnp.6". I am stucked at the first step of SNP6.0 analysis. Would you please give me some suggestion to solve the problem? Thank you very much. > > Qian > > > library(pd.genomewidesnp.6) > RawData <- ReadAffy(celfile.path=getwd()) > Step2 <- normalize.AffyBatch.quantiles(RawData) > Warning: unable to access index for repository http://brainarray.mbni.med.umich.edu/bioc/bin/windows64/contrib/2.11 > Error in getCdfInfo(object) : > ? Could not obtain CDF environment, problems encountered: > Specified environment does not contain pd.genomewidesnp.6 > Library - package pd.genomewidesnp.6cdf not installed > Bioconductor - pd.genomewidesnp.6cdf not available > >> sessionInfo() > R version 2.11.1 (2010-05-31) > x86_64-pc-mingw32 > locale: > [1] LC_COLLATE=English_United States.1252? LC_CTYPE=English_United States.1252??? LC_MONETARY=English_United States.1252 > [4] LC_NUMERIC=C?????????????????????????? LC_TIME=English_United States.1252 > attached base packages: > [1] stats???? graphics? grDevices utils???? datasets? methods?? base > other attached packages: > ?[1] makePlatformDesign_1.12.0 pd.genomewidesnp.6_1.0.0? makecdfenv_1.26.0???????? caret_4.67 > ?[5] reshape_0.8.3???????????? plyr_1.2.1??????????????? lattice_0.19-13?????????? affy_1.26.1 > ?[9] pdInfoBuilder_1.12.0????? oligo_1.12.2????????????? oligoClasses_1.10.0?????? affxparser_1.20.0 > [13] RSQLite_0.9-2???????????? DBI_0.2-5???????????????? Biobase_2.8.0 > loaded via a namespace (and not attached): > [1] affyio_1.16.0???????? Biostrings_2.16.9???? grid_2.11.1?????????? IRanges_1.6.17??????? preprocessCore_1.10.0 > [6] splines_2.11.1??????? tools_2.11.1 > ? ? ? ?[[alternative HTML version deleted]] > > > _______________________________________________ > Bioconductor mailing list > Bioconductor at r-project.org > https://stat.ethz.ch/mailman/listinfo/bioconductor > Search the archives: http://news.gmane.org/gmane.science.biology.informatics.conductor >
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additionally, the pd.* packages are not meant to be used with the 'affy' package, which is not designed for SNP chips. b On 12 October 2011 21:28, Vincent Carey <stvjc at="" channing.harvard.edu=""> wrote: > your R is too old. ?please update to 2.13.2 and try again. > > On Wed, Oct 12, 2011 at 4:25 PM, qian liu <qianliu9808 at="" yahoo.com=""> wrote: >> Dear all, >> I have some trouble connecting snp 6.0 cdf file to cel file to perform quantile normalization (I do need do quantile normalization itself to extract?reference distribution).??I think I already loaded the correct snp6 cdf file, but I still got the following error message saying "Specified environment does not contain pd.genomewidesnp.6". I am stucked at the first step of SNP6.0 analysis. Would you please give me some suggestion to solve the problem? Thank you very much. >> >> Qian >> >> >> library(pd.genomewidesnp.6) >> RawData <- ReadAffy(celfile.path=getwd()) >> Step2 <- normalize.AffyBatch.quantiles(RawData) >> Warning: unable to access index for repository http://brainarray.mbni.med.umich.edu/bioc/bin/windows64/contrib/2.11 >> Error in getCdfInfo(object) : >> ? Could not obtain CDF environment, problems encountered: >> Specified environment does not contain pd.genomewidesnp.6 >> Library - package pd.genomewidesnp.6cdf not installed >> Bioconductor - pd.genomewidesnp.6cdf not available >> >>> sessionInfo() >> R version 2.11.1 (2010-05-31) >> x86_64-pc-mingw32 >> locale: >> [1] LC_COLLATE=English_United States.1252? LC_CTYPE=English_United States.1252??? LC_MONETARY=English_United States.1252 >> [4] LC_NUMERIC=C?????????????????????????? LC_TIME=English_United States.1252 >> attached base packages: >> [1] stats???? graphics? grDevices utils???? datasets? methods?? base >> other attached packages: >> ?[1] makePlatformDesign_1.12.0 pd.genomewidesnp.6_1.0.0? makecdfenv_1.26.0???????? caret_4.67 >> ?[5] reshape_0.8.3???????????? plyr_1.2.1??????????????? lattice_0.19-13?????????? affy_1.26.1 >> ?[9] pdInfoBuilder_1.12.0????? oligo_1.12.2????????????? oligoClasses_1.10.0?????? affxparser_1.20.0 >> [13] RSQLite_0.9-2???????????? DBI_0.2-5???????????????? Biobase_2.8.0 >> loaded via a namespace (and not attached): >> [1] affyio_1.16.0???????? Biostrings_2.16.9???? grid_2.11.1?????????? IRanges_1.6.17??????? preprocessCore_1.10.0 >> [6] splines_2.11.1??????? tools_2.11.1 >> ? ? ? ?[[alternative HTML version deleted]] >> >> >> _______________________________________________ >> Bioconductor mailing list >> Bioconductor at r-project.org >> https://stat.ethz.ch/mailman/listinfo/bioconductor >> Search the archives: http://news.gmane.org/gmane.science.biology.informatics.conductor >> > > _______________________________________________ > Bioconductor mailing list > Bioconductor at r-project.org > https://stat.ethz.ch/mailman/listinfo/bioconductor > Search the archives: http://news.gmane.org/gmane.science.biology.informatics.conductor > -- Successful people ask better questions, and as a result, they get better answers. (Tony Robbins)
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Thanks for the reply. I read the SNP 6.0 cel file using justSNPRMA in oligo package. After quantile normalization of this group of CEL files I want to extract the reference distribution, so that when I have a new sample I can normalize the new sample using the reference quantile normalized distribution. I don't want the new sample be part of the quantile normalization step. I found a function "normalize.AffyBatch.normalize2Reference", I am not sure if it will work on SNP array. I still don't know how to extract the reference quantile normalized distribution.  Please give me some suggestion. Thanks, Qian ________________________________ From: Benilton Carvalho <beniltoncarvalho@gmail.com> To: Vincent Carey <stvjc@channing.harvard.edu> uctor@r-project.org> Sent: Wednesday, October 12, 2011 4:48 PM Subject: Re: [BioC] need help with SNP6.0 quantile normalization additionally, the pd.* packages are not meant to be used with the 'affy' package, which is not designed for SNP chips. b On 12 October 2011 21:28, Vincent Carey <stvjc@channing.harvard.edu> wrote: > your R is too old.  please update to 2.13.2 and try again. > >> Dear all, >> I have some trouble connecting snp 6.0 cdf file to cel file to perform quantile normalization (I do need do quantile normalization itself to extract reference distribution).  I think I already loaded the correct snp6 cdf file, but I still got the following error message saying "Specified environment does not contain pd.genomewidesnp.6". I am stucked at the first step of SNP6.0 analysis. Would you please give me some suggestion to solve the problem? Thank you very much. >> >> Qian >> >> >> library(pd.genomewidesnp.6) >> RawData <- ReadAffy(celfile.path=getwd()) >> Step2 <- normalize.AffyBatch.quantiles(RawData) >> Warning: unable to access index for repository http://brainarray.mbni.med.umich.edu/bioc/bin/windows64/contrib/2.11 >> Error in getCdfInfo(object) : >>   Could not obtain CDF environment, problems encountered: >> Specified environment does not contain pd.genomewidesnp.6 >> Library - package pd.genomewidesnp.6cdf not installed >> Bioconductor - pd.genomewidesnp.6cdf not available >> >>> sessionInfo() >> R version 2.11.1 (2010-05-31) >> x86_64-pc-mingw32 >> locale: >> [1] LC_COLLATE=English_United States.1252  LC_CTYPE=English_United States.1252    LC_MONETARY=English_United States.1252 >> [4] LC_NUMERIC=C                           LC_TIME=English_United States.1252 >> attached base packages: >> [1] stats     graphics  grDevices utils     datasets  methods base >> other attached packages: >>  [1] makePlatformDesign_1.12.0 pd.genomewidesnp.6_1.0.0 makecdfenv_1.26.0         caret_4.67 >>  [5] reshape_0.8.3             plyr_1.2.1 lattice_0.19-13           affy_1.26.1 >>  [9] pdInfoBuilder_1.12.0      oligo_1.12.2 oligoClasses_1.10.0       affxparser_1.20.0 >> [13] RSQLite_0.9-2             DBI_0.2-5 Biobase_2.8.0 >> loaded via a namespace (and not attached): >> [1] affyio_1.16.0         Biostrings_2.16.9     grid_2.11.1 IRanges_1.6.17        preprocessCore_1.10.0 >> [6] splines_2.11.1        tools_2.11.1 >>        [[alternative HTML version deleted]] >> >> >> _______________________________________________ >> Bioconductor mailing list >> Bioconductor@r-project.org >> https://stat.ethz.ch/mailman/listinfo/bioconductor >> Search the archives: http://news.gmane.org/gmane.science.biology.informatics.conductor >> > > _______________________________________________ > Bioconductor mailing list > Bioconductor@r-project.org > https://stat.ethz.ch/mailman/listinfo/bioconductor > Search the archives: http://news.gmane.org/gmane.science.biology.informatics.conductor > -- Successful people ask better questions, and as a result, they get better answers. (Tony Robbins) [[alternative HTML version deleted]]
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You should describe what you want to do after you've got the normalized data. SNPRMA already normalizes every sample to a fixed reference distribution (obtained from HapMap). That means that you don't have to do it yourself, as the package is already taking care of that for you. If you need genotype calls, use the 'crlmm' package instead (the method is called 'crlmm' as well). If you must get the target distribution to do whatever you want, use: pkg = 'pd.genomewidesnp.6' fn = system.file('extdata', paste(pkg, 'Ref.rda', sep=''), package=pkg) ## this will load an object called 'reference' load(fn) head(reference) b On 12 October 2011 22:47, qian liu <qianliu9808 at="" yahoo.com=""> wrote: > > Thanks for?the reply. I read the SNP 6.0 cel file using justSNPRMA in oligo > package. After quantile normalization of this group of CEL files I want to > extract the reference distribution, so that when I have a new sample?I can > normalize the new sample using the reference quantile normalized > distribution. I don't want the new sample be part of the quantile > normalization step. > I found a function "normalize.AffyBatch.normalize2Reference", I am not sure > if it will work on SNP array. I still don't know how to?extract the > reference quantile normalized distribution.??Please give me some suggestion. > > Thanks, > Qian > From: Benilton Carvalho <beniltoncarvalho at="" gmail.com=""> > To: Vincent Carey <stvjc at="" channing.harvard.edu=""> > Cc: qian liu <qianliu9808 at="" yahoo.com="">; "bioconductor at r-project.org" > <bioconductor at="" r-project.org=""> > Sent: Wednesday, October 12, 2011 4:48 PM > Subject: Re: [BioC] need help with SNP6.0 quantile normalization > > additionally, the pd.* packages are not meant to be used with the > 'affy' package, which is not designed for SNP chips. > > b > > On 12 October 2011 21:28, Vincent Carey <stvjc at="" channing.harvard.edu=""> wrote: >> your R is too old. ?please update to 2.13.2 and try again. >> >> On Wed, Oct 12, 2011 at 4:25 PM, qian liu <qianliu9808 at="" yahoo.com=""> wrote: >>> Dear all, >>> I have some trouble connecting snp 6.0 cdf file to cel file to perform >>> quantile normalization (I do need do quantile normalization itself to >>> extract?reference distribution).??I think I already loaded the correct snp6 >>> cdf file, but I still got the following error message saying "Specified >>> environment does not contain pd.genomewidesnp.6". I am stucked at the first >>> step of SNP6.0 analysis. Would you please give me some suggestion to solve >>> the problem? Thank you very much. >>> >>> Qian >>> >>> >>> library(pd.genomewidesnp.6) >>> RawData <- ReadAffy(celfile.path=getwd()) >>> Step2 <- normalize.AffyBatch.quantiles(RawData) >>> Warning: unable to access index for repository >>> http://brainarray.mbni.med.umich.edu/bioc/bin/windows64/contrib/2.11 >>> Error in getCdfInfo(object) : >>> ? Could not obtain CDF environment, problems encountered: >>> Specified environment does not contain pd.genomewidesnp.6 >>> Library - package pd.genomewidesnp.6cdf not installed >>> Bioconductor - pd.genomewidesnp.6cdf not available >>> >>>> sessionInfo() >>> R version 2.11.1 (2010-05-31) >>> x86_64-pc-mingw32 >>> locale: >>> [1] LC_COLLATE=English_United States.1252? LC_CTYPE=English_United >>> States.1252??? LC_MONETARY=English_United States.1252 >>> [4] LC_NUMERIC=C?????????????????????????? LC_TIME=English_United >>> States.1252 >>> attached base packages: >>> [1] stats???? graphics? grDevices utils???? datasets? methods?? base >>> other attached packages: >>> ?[1] makePlatformDesign_1.12.0 pd.genomewidesnp.6_1.0.0 >>> makecdfenv_1.26.0???????? caret_4.67 >>> ?[5] reshape_0.8.3???????????? plyr_1.2.1 >>> lattice_0.19-13?????????? affy_1.26.1 >>> ?[9] pdInfoBuilder_1.12.0????? oligo_1.12.2 >>> oligoClasses_1.10.0?????? affxparser_1.20.0 >>> [13] RSQLite_0.9-2???????????? DBI_0.2-5???????????????? Biobase_2.8.0 >>> loaded via a namespace (and not attached): >>> [1] affyio_1.16.0???????? Biostrings_2.16.9???? grid_2.11.1 >>> IRanges_1.6.17??????? preprocessCore_1.10.0 >>> [6] splines_2.11.1??????? tools_2.11.1 >>> ? ? ? ?[[alternative HTML version deleted]] >>> >>> >>> _______________________________________________ >>> Bioconductor mailing list >>> Bioconductor at r-project.org >>> https://stat.ethz.ch/mailman/listinfo/bioconductor >>> Search the archives: >>> http://news.gmane.org/gmane.science.biology.informatics.conductor >>> >> >> _______________________________________________ >> Bioconductor mailing list >> Bioconductor at r-project.org >> https://stat.ethz.ch/mailman/listinfo/bioconductor >> Search the archives: >> http://news.gmane.org/gmane.science.biology.informatics.conductor >> > > > > -- > Successful people ask better questions, and as a result, they get > better answers. (Tony Robbins) > > > -- Successful people ask better questions, and as a result, they get better answers. (Tony Robbins)
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Dear all, I tried to post my question on aroma.affymetrix google group twice, but for some reason it was not there. I have to try to post  my question on bioconductor. Sorry about that. I just start learning aroma.affymetrix package for Affy SNP6.0 analysis. I downloaded ugp,ufl,acs file from the link http://www.aroma-project.org/chipTypes/GenomeWideSNP_6, followed the example code, but I got the following warnings. I can't move to the following steps. Would you please let me know what the problem is? Thanks a lot, Qian > cdf <- AffymetrixCdfFile$byChipType("GenomeWideSNP_6",tags="Full"); > print(cdf); AffymetrixCdfFile: Path: annotationData/chipTypes/GenomeWideSNP_6 Filename: GenomeWideSNP_6,Full.cdf Filesize: 470.44MB Chip type: GenomeWideSNP_6,Full RAM: 0.00MB File format: v4 (binary; XDA) Dimension: 2572x2680 Number of cells: 6892960 Number of units: 1881415 Cells per unit: 3.66 Number of QC units: 4 > gi <- getGenomeInformation(cdf) Warning messages: 1: In readBin(con = con, what = integer(), size = 4, signed = FALSE,  :  'signed = FALSE' is only valid for integers of sizes 1 and 2 2: In readBin(con = con, what = integer(), size = 4, n = n, signed = FALSE,  :  'signed = FALSE' is only valid for integers of sizes 1 and 2 3: In readBin(con = con, what = integer(), size = 4, n = n, signed = FALSE,  :  'signed = FALSE' is only valid for integers of sizes 1 and 2 4: In readBin(con = con, what = integer(), size = 4, n = n, signed = FALSE,  :  'signed = FALSE' is only valid for integers of sizes 1 and 2 5: In readBin(con = con, what = integer(), size = 4, signed = FALSE,  :  'signed = FALSE' is only valid for integers of sizes 1 and 2 6: In readBin(con = con, what = integer(), size = 4, n = n, signed = FALSE,  :  'signed = FALSE' is only valid for integers of sizes 1 and 2 7: In readBin(con = con, what = integer(), size = 4, n = n, signed = FALSE,  :  'signed = FALSE' is only valid for integers of sizes 1 and 2 8: In readBin(con = con, what = integer(), size = 4, n = n, signed = FALSE,  :  'signed = FALSE' is only valid for integers of sizes 1 and 2 > print(gi); UgpGenomeInformation: Name: GenomeWideSNP_6 Tags: Full,na31,hg19,HB20110328 Full name: GenomeWideSNP_6,Full,na31,hg19,HB20110328 Pathname: annotationData/chipTypes/GenomeWideSNP_6/ GenomeWideSNP_6,Full,na31,hg19,HB20110328.ugp File size: 8.97 MB (9407867 bytes) RAM: 0.00 MB Chip type: GenomeWideSNP_6,Full Warning messages: 1: In readBin(con = con, what = integer(), size = 4, signed = FALSE,  :  'signed = FALSE' is only valid for integers of sizes 1 and 2 2: In readBin(con = con, what = integer(), size = 4, n = n, signed = FALSE,  :  'signed = FALSE' is only valid for integers of sizes 1 and 2 3: In readBin(con = con, what = integer(), size = 4, n = n, signed = FALSE,  :  'signed = FALSE' is only valid for integers of sizes 1 and 2 4: In readBin(con = con, what = integer(), size = 4, n = n, signed = FALSE,  :  'signed = FALSE' is only valid for integers of sizes 1 and 2 5: In readBin(con = con, what = integer(), size = 4, n = n, signed = FALSE,  :  'signed = FALSE' is only valid for integers of sizes 1 and 2 > si <- getSnpInformation(cdf) Warning messages: 1: In readBin(con = con, what = integer(), size = 4, signed = FALSE,  :  'signed = FALSE' is only valid for integers of sizes 1 and 2 2: In readBin(con = con, what = integer(), size = 4, n = n, signed = FALSE,  :  'signed = FALSE' is only valid for integers of sizes 1 and 2 3: In readBin(con = con, what = integer(), size = 4, n = n, signed = FALSE,  :  'signed = FALSE' is only valid for integers of sizes 1 and 2 4: In readBin(con = con, what = integer(), size = 4, n = n, signed = FALSE,  :  'signed = FALSE' is only valid for integers of sizes 1 and 2 > print(si) UflSnpInformation: Name: GenomeWideSNP_6 Tags: Full,na31,hg19,HB20110328 Full name: GenomeWideSNP_6,Full,na31,hg19,HB20110328 Pathname: annotationData/chipTypes/GenomeWideSNP_6/ GenomeWideSNP_6,Full,na31,hg19,HB20110328.ufl File size: 7.18 MB (7526452 bytes) RAM: 0.00 MB Chip type: GenomeWideSNP_6,Full Number of enzymes: 2 Warning messages: 1: In readBin(con = con, what = integer(), size = 4, signed = FALSE,  :  'signed = FALSE' is only valid for integers of sizes 1 and 2 2: In readBin(con = con, what = integer(), size = 4, n = n, signed = FALSE,  :  'signed = FALSE' is only valid for integers of sizes 1 and 2 3: In readBin(con = con, what = integer(), size = 4, n = n, signed = FALSE,  :  'signed = FALSE' is only valid for integers of sizes 1 and 2 4: In readBin(con = con, what = integer(), size = 4, n = n, signed = FALSE,  :  'signed = FALSE' is only valid for integers of sizes 1 and 2 5: In readBin(con = con, what = integer(), size = 4, n = n, signed = FALSE,  :  'signed = FALSE' is only valid for integers of sizes 1 and 2 > acs <- AromaCellSequenceFile$byChipType(getChipType(cdf, fullname=FALSE)) > print(acs) AromaCellSequenceFile: Name: GenomeWideSNP_6 Tags: HB20080710 Full name: GenomeWideSNP_6,HB20080710 Pathname: annotationData/chipTypes/GenomeWideSNP_6/ GenomeWideSNP_6,HB20080710.acs File size: 170.92 MB (179217531 bytes) RAM: 0.00 MB Number of data rows: 6892960 File format: v1 Dimensions: 6892960x26 Column classes: raw, raw, raw, raw, raw, raw, raw, raw, raw, raw, raw, raw, raw, raw, raw, raw, raw, raw, raw, raw, raw, raw, raw, raw, raw, raw Number of bytes per column: 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1, 1 Footer: <createdon>20080710 22:47:02 PDT<platform>Affymetrix</platform><chiptype>GenomeWideSNP_6<srcfile><filename>GenomeWideSNP_6.probe_tab<filesize>341479928<checksum>2037c033c09fd8f7c06bd042a77aef15</checksum><srcfile2><filename>GenomeWideSNP_6.CN_probe_tab<filesize>96968290<checksum>3dc2d3178f5eafdbea9c8b6eca88a89c</checksum> Chip type: GenomeWideSNP_6 Platform: Affymetrix There were 19 warnings (use warnings() to see them) > csR <- AffymetrixCelSet$byName("GenomeWideSNP_6,dataSet1", cdf=cdf) Error in list(`AffymetrixCelSet$byName("GenomeWideSNP_6,dataSet1", cdf = cdf)` = <environment>,  : [2011-10-14 16:49:32] Exception: Cannot create AffymetrixCelSet.  No such directory: GenomeWideSNP_6,dataSet1/GenomeWideSNP_6  at throw(Exception(...))  at throw.default("Cannot create ", class(static)[1], ".  No such directory: ", path)  at throw("Cannot create ", class(static)[1], ".  No such directory: ", path)  at method(static, ...)  at AffymetrixCelSet$byName("GenomeWideSNP_6,dataSet1", cdf = cdf) > sessionInfo() R version 2.13.2 (2011-09-30) Platform: x86_64-pc-mingw32/x64 (64-bit) locale: [1] LC_COLLATE=English_United States.1252  LC_CTYPE=English_United States.1252    LC_MONETARY=English_United States.1252 [4] LC_NUMERIC=C                           LC_TIME=English_United States.1252 attached base packages: [1] stats     graphics  grDevices datasets  utils     methods base other attached packages:  [1] aroma.affymetrix_2.2.0 affxparser_1.24.0 aroma.apd_0.2.0        R.huge_0.3.0           aroma.core_2.2.0 aroma.light_1.21.2  [7] matrixStats_0.2.2      R.rsp_0.6.2 R.cache_0.5.2          R.filesets_1.1.0       digest_0.5.1 R.utils_1.8.2 [13] R.oo_1.8.2             R.methodsS3_1.2.1 loaded via a namespace (and not attached): [1] tools_2.13.2 [[alternative HTML version deleted]]
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