[combat] Error in FUN(newX[, i], ...) : missing observations in cov/c
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@w-evan-johnson-5447
Last seen 6 months ago
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Can you email me a 'toy' example with your data of the failure? On May 10, 2013, at 2:01 PM, Marc-Danie Jessica Nazaire wrote: No, I am not. Marc-Danie On Friday, May 10, 2013 1:57:50 PM UTC-4, Evan Johnson wrote: Are you using the 'sva' package version or the R script? On May 10, 2013, at 1:51 PM, Marc-Danie Jessica Nazaire wrote: Hi Igor, We are getting this error when running ComBat with no covariates specified (runs successfully with covariates) but there are no non- numeric or missing values in our dataset. I did some debugging and tracked down the error to this piece of code: if (!NAs){gamma.hat <- solve(t(batch.design)%*%batch.design)%*%t(batch .design)%*%t(as.matrix(s.data))}else{gamma.hat=apply(s.data,1,Beta.NA, batch.design)} NOTE: s.data and batch.design have no NAs The gamma.hat matrix has NAs after this calculation and fails later during the call: gamma.bar <- apply(gamma.hat, 1, mean) Do you have any more ideas or insights on what could be causing this error? Thanks, Marc-Danie On Tuesday, June 9, 2009 2:57:40 PM UTC-4, Evan wrote: If you see the "Error in FUN(newX[, i], ...) : missing observations in cov/cor" error message while running ComBat, search for non-numeric or missing values in your data file. It will work fine when you fixed them. Igor -- [[alternative HTML version deleted]]
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@marc-danie-jessica-nazaire-5933
Last seen 10.3 years ago
I realized I did not clearly answer your question earlier. I am using the R script. I have attached some test data. Thanks, Marc-Danie On Friday, May 10, 2013 2:13:08 PM UTC-4, Evan Johnson wrote: > > Can you email me a 'toy' example with your data of the failure? > > > On May 10, 2013, at 2:01 PM, Marc-Danie Jessica Nazaire wrote: > > No, I am not. > > Marc-Danie > > On Friday, May 10, 2013 1:57:50 PM UTC-4, Evan Johnson wrote: >> >> Are you using the 'sva' package version or the R script? >> >> >> On May 10, 2013, at 1:51 PM, Marc-Danie Jessica Nazaire wrote: >> >> Hi Igor, >> >> We are getting this error when running ComBat with no covariates >> specified (runs successfully with covariates) but there are no non- numeric >> or missing values in our dataset. >> >> I did some debugging and tracked down the error to this piece of code: >> if (!NAs){gamma.hat <- >> solve(t(batch.design)%*%batch.design)%*%t(batch.design)%*%t(as.matr ix(s.data))}else{gamma.hat=apply(s.data,1,Beta.NA,batch.design)} >> >> NOTE: s.data and batch.design have no NAs >> >> The gamma.hat matrix has NAs after this calculation and fails later >> during the call: >> gamma.bar <- apply(gamma.hat, 1, mean) >> >> >> Do you have any more ideas or insights on what could be causing this >> error? >> >> Thanks, >> Marc-Danie >> >> On Tuesday, June 9, 2009 2:57:40 PM UTC-4, Evan wrote: >>> >>> If you see the "Error in FUN(newX[, i], ...) : missing observations in >>> cov/cor" error message while running ComBat, search for non- numeric >>> or >>> missing values in your data file. It will work fine when you fixed >>> them. >>> >>> Igor >> >> >> -- >> >> >> > -------------- next part -------------- ProbeID G16-1 G19-1 G20-1 G23-1 G27-1 G29-1 G30-1 G31-1 G32-1 G33-1 1 2.643756807 2.532471775 2.65454607 2.533377807 2.14653806 2.046026404 2.441217221 2.41095735 2.84642582 2.413498631 2 -0.470824542 -0.211784203 -0.844988393 -0.377131673 0.212874867 -0.271787945 -0.411901003 -0.977076069 -0.496721151 -0.634877577 3 -1.747011722 -2.071433054 -1.869454454 -1.25728158 -1.667981017 -1.723682065 -2.052627913 -1.843855979 -1.9986476 -2.118201179 4 -0.436756806 -0.222477983 -0.407686044 -0.222339804 -0.280688902 -0.618545187 -0.652667033 -0.588293211 -0.633397827 -0.431637642 5 -5.243649353 -5.18923571 -5.459476545 -5.078950406 -5.141273177 -5.491130328 -5.488611147 -5.470545536 -5.422030756 -5.464458203 6 -1.416211022 -1.488366538 -1.386281099 -1.269633426 -1.386281099 -0.874971981 -0.947701919 -1.045655507 -1.381997797 -1.27865818 7 -1.096558276 -1.492276675 -1.492276675 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-1.296048662 1558398 -3.211107512 -3.062155351 -3.108320837 -2.874239178 -3.123348363 -3.339062332 -3.297792148 -3.444170922 -3.213365889 -3.297792148 1558400 -2.79383558 -2.486671977 -3.01436074 -2.442381293 -2.810721282 -3.149381785 -3.114449013 -3.289844508 -3.114449013 -2.958001888 1558401 -3.307393662 -3.392334165 -2.88336829 -3.307393662 -3.307393662 -3.187171624 -3.383425988 -3.124703782 -3.437035468 -3.177910736 1558402 -5.09032798 -5.09032798 -5.09032798 -5.09032798 -5.09032798 -5.12545314 -5.12545314 -5.12545314 -5.12545314 -5.12545314 -------------- next part -------------- Array Sample Batch G16-1 G16-1 1 G19-1 G19-1 1 G20-1 G20-1 1 G23-1 G23-1 1 G27-1 G27-1 1 G29-1 G29-1 2 G30-1 G30-1 2 G31-1 G31-1 2 G32-1 G32-1 2 G33-1 G33-1 2

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