peter dalgaard
2018-Mar-21 17:22 UTC
[R] Sum of columns of a data frame equal to NA when all the elements are NA
No. The empty sum is zero. Adding it to another sum should not change it. Nothing audacious about that. This is consistent; other definitions just cause trouble. -pd> On 21 Mar 2018, at 18:05 , Boris Steipe <boris.steipe at utoronto.ca> wrote: > > Surely the result of summation of non-existent values is not defined, is it not? And since the NA values have been _removed_, there's nothing left to sum over. In fact, pretending the the result in that case is zero would appear audacious, no? > > Cheers, > Boris > > > > > >> On Mar 21, 2018, at 12:58 PM, Jeff Newmiller <jdnewmil at dcn.davis.ca.us> wrote: >> >> What do you mean by "should not"? >> >> NULL means "missing object" in R. The result of the sum function is always expected to be numeric... so NA_real or NA_integer could make sense as possible return values. But you cannot compute on NULL so no, that doesn't work. >> >> See the note under the "Value" section of ?sum as to why zero is returned when all inputs are removed. >> -- >> Sent from my phone. Please excuse my brevity. >> >> On March 21, 2018 9:03:29 AM PDT, Boris Steipe <boris.steipe at utoronto.ca> wrote: >>> Should not the result be NULL if you have removed the NA with >>> na.rm=TRUE ? >>> >>> B. >>> >>> >>> >>>> On Mar 21, 2018, at 11:44 AM, Stefano Sofia >>> <stefano.sofia at regione.marche.it> wrote: >>>> >>>> Dear list users, >>>> let me ask you this trivial question. I worked on that for a long >>> time, by now. >>>> Suppose to have a data frame with NAs and to sum some columns with >>> rowSums: >>>> >>>> df <- data.frame(A = runif(10), B = runif(10), C = rnorm(10)) >>>> df[1, ] <- NA >>>> rowSums(df[ , which(names(df) %in% c("A","B"))], na.rm=T) >>>> >>>> If all the elements of the selected columns are NA, rowSums returns 0 >>> while I need NA. >>>> Is there an easy and efficient way to use rowSums within a function >>> like >>>> >>>> function(x) ifelse(all(is.na(x)), as.numeric(NA), rowSums...)? >>>> >>>> or an equivalent function? >>>> >>>> Thank you for your help >>>> Stefano >>>> >>>> >>>> >>>> (oo) >>>> --oOO--( )--OOo---------------- >>>> Stefano Sofia PhD >>>> Area Meteorologica e Area nivologica - Centro Funzionale >>>> Servizio Protezione Civile - Regione Marche >>>> Via del Colle Ameno 5 >>>> 60126 Torrette di Ancona, Ancona >>>> Uff: 071 806 7743 >>>> E-mail: stefano.sofia at regione.marche.it >>>> ---Oo---------oO---------------- >>>> >>>> ________________________________ >>>> >>>> AVVISO IMPORTANTE: Questo messaggio di posta elettronica pu? >>> contenere informazioni confidenziali, pertanto ? destinato solo a >>> persone autorizzate alla ricezione. I messaggi di posta elettronica per >>> i client di Regione Marche possono contenere informazioni confidenziali >>> e con privilegi legali. Se non si ? il destinatario specificato, non >>> leggere, copiare, inoltrare o archiviare questo messaggio. Se si ? >>> ricevuto questo messaggio per errore, inoltrarlo al mittente ed >>> eliminarlo completamente dal sistema del proprio computer. Ai sensi >>> dell?art. 6 della DGR n. 1394/2008 si segnala che, in caso di necessit? >>> ed urgenza, la risposta al presente messaggio di posta elettronica pu? >>> essere visionata da persone estranee al destinatario. >>>> IMPORTANT NOTICE: This e-mail message is intended to be received only >>> by persons entitled to receive the confidential information it may >>> contain. E-mail messages to clients of Regione Marche may contain >>> information that is confidential and legally privileged. Please do not >>> read, copy, forward, or store this message unless you are an intended >>> recipient of it. If you have received this message in error, please >>> forward it to the sender and delete it completely from your computer >>> system. >>>> >>>> -- >>>> Questo messaggio stato analizzato da Libra ESVA ed risultato non >>> infetto. >>>> This message was scanned by Libra ESVA and is believed to be clean. >>>> >>>> >>>> [[alternative HTML version deleted]] >>>> >>>> ______________________________________________ >>>> R-help at r-project.org mailing list -- To UNSUBSCRIBE and more, see >>>> 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. >>> >>> ______________________________________________ >>> R-help at r-project.org mailing list -- To UNSUBSCRIBE and more, see >>> 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. > > ______________________________________________ > R-help at r-project.org mailing list -- To UNSUBSCRIBE and more, see > 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.-- Peter Dalgaard, Professor, Center for Statistics, Copenhagen Business School Solbjerg Plads 3, 2000 Frederiksberg, Denmark Phone: (+45)38153501 Office: A 4.23 Email: pd.mes at cbs.dk Priv: PDalgd at gmail.com
Boris Steipe
2018-Mar-21 17:26 UTC
[R] Sum of columns of a data frame equal to NA when all the elements are NA
I see: consistency with additive identity. That makes sense. Thanks. B.> On Mar 21, 2018, at 1:22 PM, peter dalgaard <pdalgd at gmail.com> wrote: > > No. The empty sum is zero. Adding it to another sum should not change it. Nothing audacious about that. This is consistent; other definitions just cause trouble. > > -pd > >> On 21 Mar 2018, at 18:05 , Boris Steipe <boris.steipe at utoronto.ca> wrote: >> >> Surely the result of summation of non-existent values is not defined, is it not? And since the NA values have been _removed_, there's nothing left to sum over. In fact, pretending the the result in that case is zero would appear audacious, no? >> >> Cheers, >> Boris >> >> >> >> >> >>> On Mar 21, 2018, at 12:58 PM, Jeff Newmiller <jdnewmil at dcn.davis.ca.us> wrote: >>> >>> What do you mean by "should not"? >>> >>> NULL means "missing object" in R. The result of the sum function is always expected to be numeric... so NA_real or NA_integer could make sense as possible return values. But you cannot compute on NULL so no, that doesn't work. >>> >>> See the note under the "Value" section of ?sum as to why zero is returned when all inputs are removed. >>> -- >>> Sent from my phone. Please excuse my brevity. >>> >>> On March 21, 2018 9:03:29 AM PDT, Boris Steipe <boris.steipe at utoronto.ca> wrote: >>>> Should not the result be NULL if you have removed the NA with >>>> na.rm=TRUE ? >>>> >>>> B. >>>> >>>> >>>> >>>>> On Mar 21, 2018, at 11:44 AM, Stefano Sofia >>>> <stefano.sofia at regione.marche.it> wrote: >>>>> >>>>> Dear list users, >>>>> let me ask you this trivial question. I worked on that for a long >>>> time, by now. >>>>> Suppose to have a data frame with NAs and to sum some columns with >>>> rowSums: >>>>> >>>>> df <- data.frame(A = runif(10), B = runif(10), C = rnorm(10)) >>>>> df[1, ] <- NA >>>>> rowSums(df[ , which(names(df) %in% c("A","B"))], na.rm=T) >>>>> >>>>> If all the elements of the selected columns are NA, rowSums returns 0 >>>> while I need NA. >>>>> Is there an easy and efficient way to use rowSums within a function >>>> like >>>>> >>>>> function(x) ifelse(all(is.na(x)), as.numeric(NA), rowSums...)? >>>>> >>>>> or an equivalent function? >>>>> >>>>> Thank you for your help >>>>> Stefano >>>>> >>>>> >>>>> >>>>> (oo) >>>>> --oOO--( )--OOo---------------- >>>>> Stefano Sofia PhD >>>>> Area Meteorologica e Area nivologica - Centro Funzionale >>>>> Servizio Protezione Civile - Regione Marche >>>>> Via del Colle Ameno 5 >>>>> 60126 Torrette di Ancona, Ancona >>>>> Uff: 071 806 7743 >>>>> E-mail: stefano.sofia at regione.marche.it >>>>> ---Oo---------oO---------------- >>>>> >>>>> ________________________________ >>>>> >>>>> AVVISO IMPORTANTE: Questo messaggio di posta elettronica pu? >>>> contenere informazioni confidenziali, pertanto ? destinato solo a >>>> persone autorizzate alla ricezione. I messaggi di posta elettronica per >>>> i client di Regione Marche possono contenere informazioni confidenziali >>>> e con privilegi legali. Se non si ? il destinatario specificato, non >>>> leggere, copiare, inoltrare o archiviare questo messaggio. Se si ? >>>> ricevuto questo messaggio per errore, inoltrarlo al mittente ed >>>> eliminarlo completamente dal sistema del proprio computer. Ai sensi >>>> dell?art. 6 della DGR n. 1394/2008 si segnala che, in caso di necessit? >>>> ed urgenza, la risposta al presente messaggio di posta elettronica pu? >>>> essere visionata da persone estranee al destinatario. >>>>> IMPORTANT NOTICE: This e-mail message is intended to be received only >>>> by persons entitled to receive the confidential information it may >>>> contain. E-mail messages to clients of Regione Marche may contain >>>> information that is confidential and legally privileged. Please do not >>>> read, copy, forward, or store this message unless you are an intended >>>> recipient of it. If you have received this message in error, please >>>> forward it to the sender and delete it completely from your computer >>>> system. >>>>> >>>>> -- >>>>> Questo messaggio stato analizzato da Libra ESVA ed risultato non >>>> infetto. >>>>> This message was scanned by Libra ESVA and is believed to be clean. >>>>> >>>>> >>>>> [[alternative HTML version deleted]] >>>>> >>>>> ______________________________________________ >>>>> R-help at r-project.org mailing list -- To UNSUBSCRIBE and more, see >>>>> 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. >>>> >>>> ______________________________________________ >>>> R-help at r-project.org mailing list -- To UNSUBSCRIBE and more, see >>>> 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. >> >> ______________________________________________ >> R-help at r-project.org mailing list -- To UNSUBSCRIBE and more, see >> 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. > > -- > Peter Dalgaard, Professor, > Center for Statistics, Copenhagen Business School > Solbjerg Plads 3, 2000 Frederiksberg, Denmark > Phone: (+45)38153501 > Office: A 4.23 > Email: pd.mes at cbs.dk Priv: PDalgd at gmail.com > > > > > > > > >
Bert Gunter
2018-Mar-21 20:06 UTC
[R] Sum of columns of a data frame equal to NA when all the elements are NA
"I see: consistency with additive identity. " Ummm, well:> 1+NULLnumeric(0)> sum(1,NULL)[1] 1 Of course, there could well be something here I don't get, but that doesn't look very consistent to me. However, as I said privately, so long as the corner case behavior is documented, which it is, I don't care. Cheers, Bert Bert Gunter "The trouble with having an open mind is that people keep coming along and sticking things into it." -- Opus (aka Berkeley Breathed in his "Bloom County" comic strip ) On Wed, Mar 21, 2018 at 10:26 AM, Boris Steipe <boris.steipe at utoronto.ca> wrote:> I see: consistency with additive identity. That makes sense. Thanks. > > B. > > > > On Mar 21, 2018, at 1:22 PM, peter dalgaard <pdalgd at gmail.com> wrote: > > > > No. The empty sum is zero. Adding it to another sum should not change > it. Nothing audacious about that. This is consistent; other definitions > just cause trouble. > > > > -pd > > > >> On 21 Mar 2018, at 18:05 , Boris Steipe <boris.steipe at utoronto.ca> > wrote: > >> > >> Surely the result of summation of non-existent values is not defined, > is it not? And since the NA values have been _removed_, there's nothing > left to sum over. In fact, pretending the the result in that case is zero > would appear audacious, no? > >> > >> Cheers, > >> Boris > >> > >> > >> > >> > >> > >>> On Mar 21, 2018, at 12:58 PM, Jeff Newmiller <jdnewmil at dcn.davis.ca.us> > wrote: > >>> > >>> What do you mean by "should not"? > >>> > >>> NULL means "missing object" in R. The result of the sum function is > always expected to be numeric... so NA_real or NA_integer could make sense > as possible return values. But you cannot compute on NULL so no, that > doesn't work. > >>> > >>> See the note under the "Value" section of ?sum as to why zero is > returned when all inputs are removed. > >>> -- > >>> Sent from my phone. Please excuse my brevity. > >>> > >>> On March 21, 2018 9:03:29 AM PDT, Boris Steipe < > boris.steipe at utoronto.ca> wrote: > >>>> Should not the result be NULL if you have removed the NA with > >>>> na.rm=TRUE ? > >>>> > >>>> B. > >>>> > >>>> > >>>> > >>>>> On Mar 21, 2018, at 11:44 AM, Stefano Sofia > >>>> <stefano.sofia at regione.marche.it> wrote: > >>>>> > >>>>> Dear list users, > >>>>> let me ask you this trivial question. I worked on that for a long > >>>> time, by now. > >>>>> Suppose to have a data frame with NAs and to sum some columns with > >>>> rowSums: > >>>>> > >>>>> df <- data.frame(A = runif(10), B = runif(10), C = rnorm(10)) > >>>>> df[1, ] <- NA > >>>>> rowSums(df[ , which(names(df) %in% c("A","B"))], na.rm=T) > >>>>> > >>>>> If all the elements of the selected columns are NA, rowSums returns 0 > >>>> while I need NA. > >>>>> Is there an easy and efficient way to use rowSums within a function > >>>> like > >>>>> > >>>>> function(x) ifelse(all(is.na(x)), as.numeric(NA), rowSums...)? > >>>>> > >>>>> or an equivalent function? > >>>>> > >>>>> Thank you for your help > >>>>> Stefano > >>>>> > >>>>> > >>>>> > >>>>> (oo) > >>>>> --oOO--( )--OOo---------------- > >>>>> Stefano Sofia PhD > >>>>> Area Meteorologica e Area nivologica - Centro Funzionale > >>>>> Servizio Protezione Civile - Regione Marche > >>>>> Via del Colle Ameno 5 > >>>>> 60126 Torrette di Ancona, Ancona > >>>>> Uff: 071 806 7743 > >>>>> E-mail: stefano.sofia at regione.marche.it > >>>>> ---Oo---------oO---------------- > >>>>> > >>>>> ________________________________ > >>>>> > >>>>> AVVISO IMPORTANTE: Questo messaggio di posta elettronica pu? > >>>> contenere informazioni confidenziali, pertanto ? destinato solo a > >>>> persone autorizzate alla ricezione. I messaggi di posta elettronica > per > >>>> i client di Regione Marche possono contenere informazioni > confidenziali > >>>> e con privilegi legali. Se non si ? il destinatario specificato, non > >>>> leggere, copiare, inoltrare o archiviare questo messaggio. Se si ? > >>>> ricevuto questo messaggio per errore, inoltrarlo al mittente ed > >>>> eliminarlo completamente dal sistema del proprio computer. Ai sensi > >>>> dell?art. 6 della DGR n. 1394/2008 si segnala che, in caso di > necessit? > >>>> ed urgenza, la risposta al presente messaggio di posta elettronica pu? > >>>> essere visionata da persone estranee al destinatario. > >>>>> IMPORTANT NOTICE: This e-mail message is intended to be received only > >>>> by persons entitled to receive the confidential information it may > >>>> contain. E-mail messages to clients of Regione Marche may contain > >>>> information that is confidential and legally privileged. Please do not > >>>> read, copy, forward, or store this message unless you are an intended > >>>> recipient of it. If you have received this message in error, please > >>>> forward it to the sender and delete it completely from your computer > >>>> system. > >>>>> > >>>>> -- > >>>>> Questo messaggio stato analizzato da Libra ESVA ed risultato non > >>>> infetto. > >>>>> This message was scanned by Libra ESVA and is believed to be clean. > >>>>> > >>>>> > >>>>> [[alternative HTML version deleted]] > >>>>> > >>>>> ______________________________________________ > >>>>> R-help at r-project.org mailing list -- To UNSUBSCRIBE and more, see > >>>>> 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. > >>>> > >>>> ______________________________________________ > >>>> R-help at r-project.org mailing list -- To UNSUBSCRIBE and more, see > >>>> 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. > >> > >> ______________________________________________ > >> R-help at r-project.org mailing list -- To UNSUBSCRIBE and more, see > >> 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. > > > > -- > > Peter Dalgaard, Professor, > > Center for Statistics, Copenhagen Business School > > Solbjerg Plads 3, 2000 Frederiksberg, Denmark > > Phone: (+45)38153501 > > Office: A 4.23 > > Email: pd.mes at cbs.dk Priv: PDalgd at gmail.com > > > > > > > > > > > > > > > > > > > > ______________________________________________ > R-help at r-project.org mailing list -- To UNSUBSCRIBE and more, see > 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. >[[alternative HTML version deleted]]
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