Displaying 20 results from an estimated 2000 matches similar to: "Multivariate OLS"
2006 Sep 15
2
prediction interval for new value
Hi,
1. How do I construct 95% prediction interval for new x values, for example - x = 30000?
2. How do I construct 95% confidence interval?
my dataframe is as follows :
>dt
structure(list(y = c(26100000,
60500000, 16200000, 30700000, 70100000, 57700000, 46700000, 8600000,
10000000, 61800000, 30200000, 52200000, 71900000, 55000000, 12700000
), x = c(108000, 136000,
2006 Nov 29
2
Dummies multiplied with other variable
Hi,
I would like to estimate something like y = a + b*d2*y + c*d3*y where
the dummies are created from some vector d with three (actually many
more) levels using factor(). But either there is included the variable
y or d1*y. How could I get rid of these?
Example:
x = c(1,2,3,4,5,6,7,8)
y = c(3,6,2,8,7,6,2,4)
d = c(1,1,1,2,3,2,3,3)
fd = factor(d)
lm(x ~ fd*y)
gives:
Coefficients:
(Intercept)
2006 Sep 15
2
missing data codes
Dear all,
I am new to R. I wish to use R's multiple imputation to deal with missing
data. I have a data set with the size around 300 observations and 150
variables. I checked the help function in R and could not locate how to
write the codes for this. can anyone give a hand?
Do appreciate your time and kindness!
Q.
[[alternative HTML version deleted]]
2006 Oct 19
2
How to get multiple Correlation Coefficients
Hi
I have used a polycor package for categorical correlation coefficients.
I run the following script. But there were no results.
Could you tell me how to correct the script?
Thanks in advance,
vars <- names(sdi)
for (i in 1:length(vars)) {
for (j in 1:length(vars)) {
paste(vars[i]," and ", vars[j])
polychor(vars[i], vars[j])
# corr
}
}
--
Kum-Hoe Hwang, Ph.D.Phone :
2007 Jun 30
2
Standard Probability Distributions.
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2006 Sep 27
3
Converting text to numbers
Hi,
I have Forecast Class and Observed Class in a data matrix as below.
> Sample1
FCT OBS
1 1 5
2 2 4
3 3- 3+
4 3 3
5 3+ 3-
6 4 2
7 5 1
I want to find the difference between Observed and Forecast Classes.
How can I get this done?
I tried to following to convert the 1 through 5 classes, to 1 through 7
for both OBS and FCT column.
> Sample1$OBS2 <- Sample1$OBS
2010 May 06
1
question about rolling regressions
Hi All,
I am using R 2.11.0 on a Ubuntu machine. I have a time series data set and
want to run rolling regressions with it. Any suggestions would be useful.
Here are the details:
(1) I convert relevant variables into time series objects and compute first
differences:
vad <- ts(data$ALLGVA/data$GDPDEF, start=1948, frequency=1)
emp <- ts(data$ALLEMP, start=1948, frequency=1)
vad.dif1 <-
2006 Sep 19
3
Reading a file in R
Dear R helpers,
I am trying to read a CSV file in R called EUROPE (originally an Excel
file which I have saved as a CSV file) using the command
EUROPEDATA <- read.csv("EUROPE.csv")
EUROPE.csv is basically a matrix of dimension 440*44, and has a line of
headers, i.e. each column has a name.
Using read.csv I can't load the data into R properly. Although the first
20 columns or
2006 Sep 27
2
Constrained OLS regression
Hello R helpers,
I am trying to do a linear OLS regression of y on two variables x1 and
x2. I want to constrain the coefficients of x1 and x2 to sum up to 1.
and therefore run a constrained OLS. Can anybody help with this? (I have
seen some answers to similar questions but it was not clear to me what I
need to do) - I have tried the lm function with offset but I must not
have used it properly.
2007 Aug 28
1
FW: How to fit an linear model withou intercept
Hi Mark,
I don't know wether you recived a sufficient reply or not, so here are
my comments to your problem.
Supressing the constant term in a regression model will probably lead to
a violation of the classical assumptions for this model.
From the OLS normal equations (in matrix notation)
(1) (X'X)b=X'y
and the definition of the OLS residuals
(2) e = y-Xb
you get - by
2007 Aug 23
7
Histogram
Hello,
I wanted to create a histogram, but somehow I got stuck...
The interval limits are: x = 1, 2, 3, 3.5, 4.5, 5, 5.5
The interval widths are therefore: 1, 1, 0.5, 1, 0.5, 0.5
Nothing I tried worked... Can anyone help me please?
Thanks
Tobias
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2003 Nov 03
0
mva Hclust, heatmap and plotting functions
Hi All
Not sure if this a bioconductor question or general R mailing list
so apologies if this has gone to the wrong one.................
When plotting dendrograms created by hclust you can "identify" clusters
by clicking on the graphics and returning a list of what is contained in
each cluster. However I'd like to be able to "zoom in" on specific
clusters and plot
2006 Jul 18
2
I think this is a bug
Hello!
I work with:
R : Copyright 2006, The R Foundation for
Statistical Computing
Version 2.3.1 (2006-06-01)
On Windows XP Professional (Version 2002) SP2
I think there is a bug in the conditional
execution if (expr1) {expr2} else {expr3}
If I try:
"if (expr1) expr2 else expr3"
it works well but when I put the expression expr2
and expr3 between {} I receive an error message
2005 Aug 22
2
Dragging out of an ''overflow: auto'' container
Hey all,
Is there a solution for dragging an item out of a scrollable container?
It seems to just scroll the container for me. Sorry if this is in the
FAQ, the site''s been unreachable for me since last night.
Thanks
-Scott
2006 Sep 20
5
multiple lines and plot
Hi. Please, how can I put together 2 or more lines at the same
scatterplot ? Example: measures of protein intake (quantitative) of 4
children over 30 days, by day. How to plot all children at same graphic:
Protein X Time ? Is there any command like "overlay" ?
Thank you,
Mauricio
2006 Sep 13
2
kendall's w
Hi,
I try to calculate Kendall's W coefficient and I have a bizarre error.
little.app.mat<-matrix(c(1,3,4,2,6,5,2,4,3,1,5,6,3,2,5,1,5,4),nrow=3,byrow=TRUE)
print(kendall.w(little.app.mat[-1,]))
>>> Kendall's W for ordinal data
>>> W = 0.7753623Error in if (is.na(x$p.table)) { : argument is of
length zero
2008 Dec 07
4
Gaming support with different hardware vendors (esp. ATI)
Hi all!
I recently got an ATI Radeon HD 3850 card and now noticed that with the
fglrx driver many games that look well in AppDB do not run properly on
this hardware (Supreme Commander ingame: flickering static garbage, Prince
of Persia SoT has several issues that completely garble ingame graphics).
Older games (not using shaders among other things) seem to run fine - need
to do more testing
2006 Dec 05
4
incidence and adjacency matrix conversion
Dear all,
how can I convert an m x n incidence matrix into an m x m adjacency
matrix or an n x n adjacency matrix? The current matrix contains binary
data, hence the new matrix would contain counts of common occurrences.
Thank you for your help.
Phil
2005 Mar 02
4
Don''t Try This at Home (rails --help)
So I was attempting to determine what version of Rails I was running;
I first I did rails -v which went off and created a -v directory. I
then did a rails --help which created a --help directory... I dont
know if you have ever tried, but deleting a directory named --help
from the cli is about impossible! I had to write a ruby script to
clean up the mess I made!
2003 Apr 10
1
error log
I'm using R version 1.6.2 under Windows 2000 Prof. I've recently had a problem with R terminating with an error message that tells me that an error log has been generated. However, I've been unable to find this error log. Could someone tell me where it should have been written to and/or what the name of the file should be?
Thanks,
Dave