Displaying 11 results from an estimated 11 matches for "ssmicmen".
2008 Jan 22
2
extension to nlme self start SSmicmen?
Dear list,
Has anyone created a version of SSmicmen that allows testing for group
differences? The basic Michaelis-Menten equation is:
(Bmax * X) / (Kd + X).
The nlme package allows modeling of random effects for Bmax and Kd as
needed, but I curious how I can build in group differences? I have
receptor binding data for strains of mice, and f...
2004 Feb 04
1
Fitting nonlinear (quantile) models to linear data.
...symptotic the data were).
Many thanks, in advance.
roly russell - oregon state university
PS - I have not consulted Bates & Watts yet; I will.
# build artificial data with multiplicative error
Dat <- NULL; Dat$x <- rep(seq(1,25,by=3), 5)
set.seed(1)
Dat$y <- SSmicmen(Dat$x, 50, 12)*rnorm(45, 1, 0.1)
plot(Dat)
# fit a classical least-square regression
Dat.nls <- nls(y ~ SSmicmen(x, Vmax, Km), data=Dat); Dat.nls
lines(1:25, predict(Dat.nls, newdata=list(x=1:25)), col=1)
# the 1st and 3rd quartiles regressions
Dat.nlrq <- nlrq(y...
2011 Feb 06
1
anova() interpretation and error message
...13333
3 894.5300 0.6393333
4 782.3800 0.5836667
5 857.5900 0.6003333
6 829.2700 0.5883333
I have fit the data using logistic, Michaelis?Menten, and linear model,
they all give significance.
> fm1 <- nls(Biomass~SSlogis(P, phi1, phi2, phi3), data=Ca.P.Biomass.A)
> fm2 <- nls(Biomass~SSmicmen(P, phi1, phi2), data=Ca.P.Biomass.A)
> fm3 <- lm(Biomass~P, data = Ca.P.Biomass.A)
I hope to compare the difference among the three models, and I using
anova(). As for the example here, the three models seem not have
significant difference. However, I am confused by the negative df in the...
2007 Oct 07
1
constructing a self-starting non-linear model
Dear all,
I am trying to define a selfStart function for a non-linear model, which is a log-transformed SSmicmen model with multiplicative errors and so it is required to make them additive:
log(y)=log(a)+log(x)-log(1+x/b)
Any ideas about how to use the "peeling" method to derive the "initial" argument and get the initial values?
Thank you for being always there!:)
Irene
2006 Jul 18
4
How can I extract information from list which class is nls
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.
At this moment I use the function "nls" combined
with a selfStar model (SSmicmen, related to
Michaelis-Menten equation, and provided by the
"stats" package).
When I realise the following operation (cf. p 59
of the "An Introduction to R" manual,
http://www.r-project.org/, for more details):
> fit<-nls(y~SSmicmen(x, Vm, K), df)
> summary(fit)
I ob...
2007 Jun 07
2
Nonlinear Regression
..., p[3], p[4], p[5]. I plotted the x-y data. Then I
used lines(spline(xfit,yfit)) to overlay best curves on the data while
changing the parameters. My question is how do I calculate the residual sum
of squares. In the example they have the following:
df <- data.frame( x=x, y=y)
fit <- nls(y ~SSmicmen(s, Vm, K), df)
fit
In the second line how would I input my function? Would it be:
fit <- nls(y ~ myfunction(p[1], p[2], p[3], p[4], p[5]), df) where
myfunction is the actual function? My function doesnt have a name, so should
I just enter it?
Thanks
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2009 Jun 24
1
gnls : Rho
Hello list:
How to extract the value of "Rho" from a gnls() object. I am using gnls()
function similar to
res <- gnls(y~SSmicmen(),correlation=corCompSymm(form~1|b),data=dat)
Thanks in advance,
Mahbub.
--
Mahbub Latif
School of Mathematical Sciences
Queen Mary, University of London
United Kingdom
[[alternative HTML version deleted]]
2012 Aug 14
3
self-starter functions for y = a + b * c^x
Hi
there are some predefined self-start functions, like SSmicmen, SSbiexp,
SSasymp, SSasympOff, SSasympOrig, SSgompertz, SSflp, SSlogis, SSweibull,
Quadratic, Qubic, SSexp (nlrwr)
Btw, do you know graphic examples for this functions?
The SSexpDecay (exponential decay) for y = (y0 - plateau)*exp(-k*x) +
plateau from
http://stats.stackexchange.com/questions/1712...
2004 May 21
1
Buglet/omission in nls package (PR#6901)
Dear all,
I noticed the following under R 1.8.1 (when nls was still a separate
package) but the same problem occurs under R 1.9.0 (where most (all?)
of nls is now in the stats package):
> data(Puromycin)
> fm <- nls(rate~SSmicmen(conc,b0,b1), Puromycin, subset = state=="treated")
> coef(summary(fm))
NULL
The problem seems to be that summary.nls uses the name "parameters"
instead of the name "coefficients" for the matrix with the estimates,
standard errors, t values and p values:
> summa...
2000 Feb 17
2
Installation of rpm file on Suse Linux 6.2 (PR#449)
.../R/library/nls/R-ex/SSbiexp.R action: create
D: file: /usr/local/lib/R/library/nls/R-ex/SSfol.R action: create
D: file: /usr/local/lib/R/library/nls/R-ex/SSfpl.R action: create
D: file: /usr/local/lib/R/library/nls/R-ex/SSlogis.R action: create
D: file: /usr/local/lib/R/library/nls/R-ex/SSmicmen.R action: create
D: file: /usr/local/lib/R/library/nls/R-ex/asOneSidedFormula.R action:
create
D: file: /usr/local/lib/R/library/nls/R-ex/clearNames.R action: create
D: file: /usr/local/lib/R/library/nls/R-ex/formula.nls.R action: create
D: file: /usr/local/lib/R/library/nls/R-ex/getIni...
2002 Jul 11
1
dyn.load tcl/tk (PR#1774)
...html latex example
SSfol text html latex example
SSfpl text html latex example
SSgompertz text html latex example
SSlogis text html latex example
SSmicmen text html latex example
SSweibull text html latex example
Theoph text html latex example
asOneSidedFormula text html latex example
clearNames te...