Examples for 'MASS::rms.curv'


Relative Curvature Measures for Non-Linear Regression

Aliases: rms.curv print.rms.curv

Keywords: nonlinear

### ** Examples

# The treated sample from the Puromycin data
mmcurve <- deriv3(~ Vm * conc/(K + conc), c("Vm", "K"),
                  function(Vm, K, conc) NULL)
Treated <- Puromycin[Puromycin$state == "treated", ]
(Purfit1 <- nls(rate ~ mmcurve(Vm, K, conc), data = Treated,
                start = list(Vm=200, K=0.1)))
Nonlinear regression model
  model: rate ~ mmcurve(Vm, K, conc)
   data: Treated
       Vm         K 
212.68363   0.06412 
 residual sum-of-squares: 1195

Number of iterations to convergence: 6 
Achieved convergence tolerance: 6.096e-06
rms.curv(Purfit1)
Parameter effects: c^theta x sqrt(F) = 0.2121 
        Intrinsic: c^iota  x sqrt(F) = 0.092 
##Parameter effects: c^theta x sqrt(F) = 0.2121
##        Intrinsic: c^iota  x sqrt(F) = 0.092

[Package MASS version 7.3-58.2 Index]