Description Format Details Source Examples
The Misra1a
data frame has 14 rows and 2 columns.
This data frame contains the following columns:
A numeric vector of volume values.
A numeric vector of pressure values.
These data are the result of a NIST study regarding dental research in monomolecular adsorption. The response variable is volume, and the predictor variable is pressure.
Misra, D., NIST (1978). Dental Research Monomolecular Adsorption Study.
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17  Try < function(expr) if (!inherits(val < try(expr), "tryerror")) val
plot(y ~ x, data = Misra1a)
Try(fm1 < nls(y ~ b1*(1exp(b2*x)), data = Misra1a, trace = TRUE,
start = c(b1 = 500, b2 = 0.0001) ))
Try(fm1a < nls(y ~ b1*(1exp(b2*x)), data = Misra1a, trace = TRUE,
alg = "port", start = c(b1 = 500, b2 = 0.0001) ))
Try(fm2 < nls(y ~ b1*(1exp(b2*x)), data = Misra1a, trace = TRUE,
start = c(b1 = 250, b2 = 0.0005) ))
Try(fm2a < nls(y ~ b1*(1exp(b2*x)), data = Misra1a, trace = TRUE,
alg = "port", start = c(b1 = 250, b2 = 0.0005) ))
Try(fm3 < nls(y ~ 1exp(b2*x), data = Misra1a, trace = TRUE,
start = c(b2 = 0.0001), algorithm = "plinear" ))
Try(fm4 < nls(y ~ 1exp(b2*x), data = Misra1a, trace = TRUE,
start = c(b2 = 0.0005), algorithm = "plinear" ))
## Using a selfstarting model
Try(fm5 < nls(y ~ SSasympOrig(x, Asym, lrc), data = Misra1a))

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