[R] data frame is killing me! help
Don MacQueen
macq at llnl.gov
Fri Oct 23 22:41:35 CEST 2009
At 4:57 AM -0700 10/23/09, bbslover wrote:
>Steve Lianoglou-6 wrote:
>>
>> Hi,
>>
>> On Oct 22, 2009, at 2:35 PM, bbslover wrote:
>>
>>> Usage
>>> data(gasoline)
>>> Format
>>> A data frame with 60 observations on the following 2 variables.
>>> octane
>>> a numeric vector. The octane number.
>>> NIR
>>> a matrix with 401 columns. The NIR spectrum
>>>
>>> and I see the gasoline data to see below
>>> NIR.1686 nm NIR.1688 nm NIR.1690 nm NIR.1692 nm NIR.1694 nm NIR.1696
>>> nm
>>> NIR.1698 nm NIR.1700 nm
>>> 1 1.242645 1.250789 1.246626 1.250985 1.264189 1.244678 1.245913
>>> 1.221135
>>> 2 1.189116 1.223242 1.253306 1.282889 1.215065 1.225211 1.227985
>>> 1.198851
>>> 3 1.198287 1.237383 1.260979 1.276677 1.218871 1.223132 1.230321
>>> 1.208742
>>> 4 1.201066 1.233299 1.262966 1.272709 1.211068 1.215044 1.232655
>>> 1.206696
>>> 5 1.259616 1.273713 1.296524 1.299507 1.226448 1.230718 1.232864
>>> 1.202926
>>> 6 1.24109 1.262138 1.288401 1.291118 1.229769 1.227615 1.22763
>>> 1.207576
>>> 7 1.245143 1.265648 1.274731 1.292441 1.218317 1.218147 1.222273
>>> 1.200446
>>> 8 1.222581 1.245782 1.26002 1.290305 1.221264 1.220265 1.227947
>>> 1.188174
>>> 9 1.234969 1.251559 1.272416 1.287405 1.211995 1.213263 1.215883
>>> 1.196102
>>>
>>> look at this NIR.1686 nm NIR.1688 nm NIR.1690 nm NIR.1692 nm NIR.
>>> 1694 nm
>>> NIR.1696 nm NIR.1698 nm NIR.1700 nm
>>>
>>> how can I add letters NIR to my variable, because my 600
>>> independents never
>>> have NIR as the prefix. however, it is needed to model the plsr. for
>>> example aa=plsr(y~NIR, data=data ,....), the prefix NIR is
>>> necessary, how
> >> can I do with it?
Perhaps using paste(). Maybe something like:
paste('NIR', 1:600,sep=''.)
or
paste('NIR', seq(1686,1700,2),sep='.')
> >
>> I'm not really sue that I'm getting you, but if your problem is that
>> the column names of your data.frame don't match the variable names
>> you'd like to use in your formula, just change the colnames of your
>> data.frame to match your formula.
>>
>> BTW - I have no idea where to get this gasoline data set, so I'm just
>> imagining:
>>
>> eg.
>> colnames(gasoline) <- c('put', 'the', 'variable', 'names', 'that',
>> 'you', 'want', 'here')
>>
>> -steve
>>
>> --
>> Steve Lianoglou
>> Graduate Student: Computational Systems Biology
>> | Memorial Sloan-Kettering Cancer Center
>> | Weill Medical College of Cornell University
>> Contact Info: http://*cbio.mskcc.org/~lianos/contact
>>
>> ______________________________________________
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>> PLEASE do read the posting guide
>> http://*www.*R-project.org/posting-guide.html
>> and provide commented, minimal, self-contained, reproducible code.
>>
>>
>
>thanks for you. but the numbers of indenpendence are so many, it is not easy
>to identify them one by one, is there some better way?
>
>
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--
---------------------------------
Don MacQueen
Lawrence Livermore National Laboratory
Livermore, CA, USA
925-423-1062
macq at llnl.gov
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