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st: New version of -bspline- on SSC
From
Roger Newson <[email protected]>
To
"[email protected]" <[email protected]>
Subject
st: New version of -bspline- on SSC
Date
Thu, 14 Oct 2010 21:51:04 +0100
Thanks as always to Kit Baum, a new version of the -bspline- package is
now available for download from SSC. In Stata, use the -ssc- command to
do this, or -adoupdate- if you already have an old version of -bspline-.
The -bspline- package is described as below on my website. The new
version adds a new module -flexcurv-, which is an easy-to-use version of
-frencurv-, and generates evenly-spaced knots automatically. The user
can therefore type, in the -auto- data,
flexcurv, xvar(weight) refpts(1760(770)4840) gen(cs) power(3)
describe cs*
regress mpg cs*, robust noconst
and fit a cubic spline model of -mpg- with respect to -weight-, whose
parameters are simply the values of -mpg- at the weights 170(770)4840.
I have also added a new option -omit(#)- to -flexcurv- and -frencurv-.
Therefore, the user can alternatively type
flexcurv, xvar(weight) refpts(1760(770)4840) omit(1760) gen(ics)
power(3)
describe ics*
regress mpg ics*, robust
and fit the same cubic spline model, with a parameter -_cons- equal to
the value of the spline for -mpg- at a baseline weight of 1760 US
pounds, and parameters -ics2- to -ics5-, equal to the difference between
values of the spline at the non-baseline weights of 2530, 3300, 4070 and
4840 US pounds and the value of the spline at the baseline weight of
1760 US pounds. The -flexcurv- command is therefore a bit like a version
of -xi- for continuous variables.
Best wishes
Roger
--
Roger B Newson BSc MSc DPhil
Lecturer in Medical Statistics
Respiratory Epidemiology and Public Health Group
National Heart and Lung Institute
Imperial College London
Royal Brompton Campus
Room 33, Emmanuel Kaye Building
1B Manresa Road
London SW3 6LR
UNITED KINGDOM
Tel: +44 (0)20 7352 8121 ext 3381
Fax: +44 (0)20 7351 8322
Email: [email protected]
Web page: http://www.imperial.ac.uk/nhli/r.newson/
Departmental Web page:
http://www1.imperial.ac.uk/medicine/about/divisions/nhli/respiration/popgenetics/reph/
Opinions expressed are those of the author, not of the institution.
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package bspline from http://www.imperial.ac.uk/nhli/r.newson/stata10
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TITLE
bspline: Create a basis of B-splines or reference splines
DESCRIPTION/AUTHOR(S)
The bspline package contains 3 commands, bspline, frencurv
and flexcurv. bspline generates a basis of B-splines in the
X-variate based on a list of knots, for use in the design
matrix of a regression model. frencurv generates a basis of
reference splines, for use in the design matrix of a
regression model, with the property that the parameters
fitted will be values of the spline at a list of reference
points. flexcurv is an easy-to-use version of frencurv, and
generates reference splines with equally-spaced knots.
frencurv and flexcurv have the additional option of
generating an incomplete basis of reference splines, which
can be completed by the addition of the standard constant
variable used in regression models. The splines are either
given the names in the newvarlist (if present), or (more
usually) generated as a list of numbered variables, prefixed
by the generate() option. Usually (but not always), the
regression command is called using the noconst option.
Full documentation of the program (including Methods and
Formulas) can be found in the ancillary file bspline.pdf,
which can be viewed using the Adobe Acrobat Reader.
Author: Roger Newson
Distribution-date: 11 October 2010
Stata-version: 10
INSTALLATION FILES (click here to install)
bspline.ado
bspline.sthlp
frencurv.ado
frencurv.sthlp
flexcurv.ado
flexcurv.sthlp
ANCILLARY FILES (click here to get)
bspline.pdf
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