Displaying 5 results from an estimated 5 matches for "nikolay12".
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nikolay
2009 Aug 01
4
Likelihood Function for Multinomial Logistic Regression and its partial derivatives
Hi,
I would like to apply the L-BFGS optimization algorithm to compute the MLE
of a multilevel multinomial Logistic Regression.
The likelihood formula for this model has as one of the summands the formula
for computing the likelihood of an ordinary (single-level) multinomial logit
regression. So I would basically need the R implementation for this formula.
The L-BFGS algorithm also requires
2009 Apr 20
2
PCA and automatic determination of the number of components
Hi all,
I have relatively small dataset on which I would like to perform a PCA. I am
interested about a package that would also combine a method for determining
the number of components (I know there are plenty of approaches to this
problem). Any suggestions about a package/function?
thanks,
Nick
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2009 Apr 13
4
Group by in R
Hi,
I have the following table data:
f1, f2, f3, f4.
I want to compute the counts of unique combinations of f1-f4. In SQL I would
just write:
SELECT COUNT(*) FROM <table> GROUP BY f1, f2, ..,f4.
How to do this in R?
Thanks,
Nick
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2009 Jun 18
1
Problem reading from a file
Hi all,
I have written a function
cluster_compare(myfile, mclfile)
I called it giving names of files in the working directory (I see them with
dir()). I get
Error in file("myfile", "r") : cannot open the connection
In addition: Warning message:
In file("myfile", "r") :
cannot open file 'myfile': No such file or directory
I tried even calling
2009 Jul 10
0
Bayesian logistic regression for 85.000 variables
Dear all,
I want to build a text classification model with about 85.000 features
(variables) on about 10.000 observations (words that have been manually
classified). I want to use multivariate logistic regression (known also as
maximum entropy) with Gaussian priors. So in essence it is Bayesian logistic
regression.
Is there R package which is suitable for such model and problem size?
thanks,