[R] Converting data frame to array?
John Fox
jfox at mcmaster.ca
Sat May 29 01:24:26 CEST 2004
Dear Thomas,
In fact, the more common way to fit a linear regression in R is to use
variables in a data frame (or list) along with a model formula specifying
the model. All of this is explained in the Introduction to R manual that is
distributed with R: see, in particular, Sec. 6.3 on data frames, Sec. 7 on
reading data from files, and Sec. 11 on statistical models.
Given two data frames, say d1 and d2, the first containing, e.g.,
observations on variables x1 and x2 and the second on y, one could do lm(y ~
x1 + x2, data=c(x1, x2)) or lm(y ~ x1 + x2, data=data.frame(x1, x2)).
That said, it's not altogether clear to me what it is that you're trying to
do. Are there 10 observations on 300 variables in the first data frame,
constituting the predictors, and 10 observations on 1 variable in the second
data frame, constituting the response? If so, you have many more predictors
than observations, and it's not reasonable to perform a regression. Of
course, I may not have this straight.
I hope this helps,
John
> -----Original Message-----
> From: r-help-bounces at stat.math.ethz.ch
> [mailto:r-help-bounces at stat.math.ethz.ch] On Behalf Of TAPO
> (Thomas Agersten Poulsen)
> Sent: Friday, May 28, 2004 2:11 PM
> To: r-help at stat.math.ethz.ch
> Subject: [R] Converting data frame to array?
>
> Dear List,
>
> Please bear with a poor newbee, who might be doing
> everything backwards (I was brought up in pure math).
>
> I want to make a simple multi-linear regression on a
> set of data. I did some expreiments, and if X is a 4 by 2
> array and Y is a 4 by
> 1 array, I can do a linear regression by lm(y~x).
>
> Now I have a tab-delimited text file with 10 rows of
> 300 measurements and an other file with 10 rows of one value
> each. When I read in those files using read.delim(), I get
> data frames, and apparently I can no longer do the
> multi-linear regression.
>
> Is there a way to convert the data frames into arrays,
> or am I going the wrong way about this?
>
> Sincerely
> Thomas Poulsen
>
> ______________________________________________
> R-help at stat.math.ethz.ch mailing list
> https://www.stat.math.ethz.ch/mailman/listinfo/r-help
> PLEASE do read the posting guide!
> http://www.R-project.org/posting-guide.html
More information about the R-help
mailing list