[R] need to know some basic functionality features of R-Proj
Sean Davis
sdavis2 at mail.nih.gov
Tue Jan 3 13:08:16 CET 2006
On 1/3/06 6:46 AM, "Mohammed Asifulla - CTD , Chennai" <masifulla at hcl.in>
wrote:
> Hi,
>
> I am new-comer to statistics and R-Project. I would like to know if these
> features can be attained in R-Project.Please help.
>
> 1) beta 1 and Beta 2, or gamma one and gamma two for skewness and kurtosis,
> respectively, including standard errors and tests for significance (relative
> to values for a Gaussian distribution).
> 2) linear correlation
> 3) quadratic regression
> 4) polynomial regression
> 5) moving averages
> 6) chi-square for a two-by two table and for an n by m contingency table
> 7) moving averages - with various (e.g. exponential) weighting
> 8) cubic splines (smoothing, not interpolating)
> 9) other types of splines, e.g. 'linear' splines
> 10) erfc-1 inverse error function complement (i.e. tables of integrals of
> the normal (Gaussian) curve, or mathematical approximations)
> 11) erfc error function complement
> 12) Table of significant values for t test at P < 0.01 one sided or two
> sided - or polynomial approximation
> 13) Table of significance levels for chi square test
> 14) Table of significance levels for F distribution as arising in ANOVA
> 15) Confidence limits for binomial variables; possibly for multinomial
> variables
Asif,
It is highly likely that all these can be attained using R. I think most
(if not all) of those on your list can be done with existing packages; for
those that can't, R is also a full-featured programming language, so you can
write functions to do what you like. I would suggest starting with the
Introduction to R manual to learn what R can do. It can be obtained via the
"Manuals" link at the left side of the R home page:
http://www.r-project.org
Also, if you are posting to the email list, it is quite helpful to read the
posting guide, available as a link at the bottom of all emails from this
list.
Sean
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