Numerics.NET.Curves.Nonlinear Namespace

The Numerics.NET.Curves.Nonlinear namespace contains classes for nonlinear curve fitting.

Classes

DampedSineCurve	Represents a damped sine wave curve used for modeling oscillatory phenomena with exponential decay.
DoubleSigmoidCurve	Represents a double sigmoid curve used for modeling processes that rise and then fall.
ExponentialCurve	Represents a non-linear curve that is the sum of one or more exponential terms.
ExponentiallyModifiedGaussianCurve	Represents an Exponentially Modified Gaussian curve used for modeling skewed peaks in chromatography.
FiveParameterLogisticCurve	Represents a five-parameter logistic (5PL) curve with asymmetry factor for dose-response modeling.
FourParameterLogisticCurve	Represents a four-parameter logistic (4PL) curve, also known as a dose-response curve.
GaussianCurve	Represents a Gaussian 'bell' curve that can be used for a non-linear regression calculation.
GompertzCurve	Represents a Gompertz curve used for modeling growth processes with an asymmetry in the growth rate.
HillEquationCurve	Represents a Hill curve used for modeling cooperative binding and sigmoidal dose-response relationships.
LogNormalCurve	Represents a log-normal curve used for modeling skewed distributions with positive support.
LorentzCurve	Represents a Lorentz peak curve that can be used for a non-linear regression calculation.
MichaelisMentenCurve	Represents a Michaelis-Menten curve used for modeling enzyme kinetics and saturation processes.
NormalCdfCurve	Represents an error function cumulative curve used for modeling step-like transitions with Gaussian noise.
PowerCurve	Represents a power-law curve used for modeling scaling relationships and self-similar phenomena.
PseudoVoigtCurve	Represents a pseudo-Voigt curve used for modeling spectroscopic peaks.
RationalCurve	Represents a curve that is a quotient of two polynomials (rational function).
RichardsCurve	Represents a Richards curve used for flexible modeling of growth processes.
SineCurve	Represents a periodic curve that can be used for a non-linear regression calculation.
WeibullCdfCurve	Represents a Weibull cumulative distribution curve used for modeling reliability and survival data.