DESeq - fitNbinomGLMs - Error: NA/NaN/Inf in foreign function call
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@filippis-ioannis-4720
Last seen 10.3 years ago
Hi, I am trying to run fitNbinomGLMs but depending on the factor selected, it gives error "Error: NA/NaN/Inf in foreign function call (arg 1)". The counts matrix doesn't have any Na/NaN values, I cannot really understand what the problem is. I guess it shouldn't work for any factor if there was any problem with gene counts. > pData(cdsFull) sizeFactor condition type wtH1 2.17904027 treated a wtP1 0.24260614 treated b prH1 1.42343596 untreated a prP1 0.14120460 untreated b wtH4 3.45554434 treated a wtP4 2.38048956 treated b prH4 4.13642641 untreated a prP4 0.40209227 untreated b wtH7 3.76575182 treated a wtP7 0.88389937 treated b prH7 2.98917685 untreated a prP7 0.08601356 untreated b > head(counts(cdsFull)) wtH1 wtP1 prH1 prP1 wtH4 wtP4 prH4 prP4 wtH7 wtP7 prH7 prP7 1 12 3 5 0 12 30 10 0 8 11 11 0 2 195 14 99 0 14 31 38 2 36 12 39 1 3 135 25 112 15 482 252 321 34 233 73 175 4 4 149 11 119 22 525 181 828 92 998 181 1086 19 5 6 0 8 0 5 3 3 0 2 0 12 0 6 39 2 4 21 77 120 26 192 35 15 6 11 > fit0<-fitNbinomGLMs(cdsFull, count ~ type) ............. There were 26 warnings (use warnings() to see them) > fit1<-fitNbinomGLMs(cdsFull, count ~ condition) ..........Error: NA/NaN/Inf in foreign function call (arg 1) In addition: There were 21 warnings (use warnings() to see them) > fit1<-fitNbinomGLMs(cdsFull, count ~ condition + type) Error: NA/NaN/Inf in foreign function call (arg 1) In addition: Warning message: glm.fit: algorithm did not converge Many thanks for your help. Best, Ioannis
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ALok ▴ 170
@alok-2917
Last seen 10.3 years ago
Hi Ioannis Perhaps there is a 0 value, which is passed inside the function, needed to compute some internal functions. It may explains lack of convergence in glm.fit function. I hope that this helps, Alok On Tue, Jun 28, 2011 at 12:18 AM, Filippis, Ioannis < i.filippis@imperial.ac.uk> wrote: > Hi, > > I am trying to run fitNbinomGLMs but depending on the factor selected, it > gives error "Error: NA/NaN/Inf in foreign function call (arg 1)". > The counts matrix doesn't have any Na/NaN values, I cannot really > understand what the problem is. I guess it shouldn't work for any factor if > there was any problem with gene counts. > > > pData(cdsFull) > sizeFactor condition type > wtH1 2.17904027 treated a > wtP1 0.24260614 treated b > prH1 1.42343596 untreated a > prP1 0.14120460 untreated b > wtH4 3.45554434 treated a > wtP4 2.38048956 treated b > prH4 4.13642641 untreated a > prP4 0.40209227 untreated b > wtH7 3.76575182 treated a > wtP7 0.88389937 treated b > prH7 2.98917685 untreated a > prP7 0.08601356 untreated b > > head(counts(cdsFull)) > wtH1 wtP1 prH1 prP1 wtH4 wtP4 prH4 prP4 wtH7 wtP7 prH7 prP7 > 1 12 3 5 0 12 30 10 0 8 11 11 0 > 2 195 14 99 0 14 31 38 2 36 12 39 1 > 3 135 25 112 15 482 252 321 34 233 73 175 4 > 4 149 11 119 22 525 181 828 92 998 181 1086 19 > 5 6 0 8 0 5 3 3 0 2 0 12 0 > 6 39 2 4 21 77 120 26 192 35 15 6 11 > > > fit0<-fitNbinomGLMs(cdsFull, count ~ type) > ............. > There were 26 warnings (use warnings() to see them) > > fit1<-fitNbinomGLMs(cdsFull, count ~ condition) > ..........Error: NA/NaN/Inf in foreign function call (arg 1) > In addition: There were 21 warnings (use warnings() to see them) > > fit1<-fitNbinomGLMs(cdsFull, count ~ condition + type) > Error: NA/NaN/Inf in foreign function call (arg 1) > In addition: Warning message: > glm.fit: algorithm did not converge > > Many thanks for your help. > > Best, > Ioannis > _______________________________________________ > 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 > -- ************************************************************ Alok Kumar Srivastava Ph.D scholar Centre of Computational Biology and Bioinformatics School of Computational and Integrative Sciences JNU, New Delhi ************************************************************ [[alternative HTML version deleted]]
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