cgm |
Optimization & estimation based on Conjugate Gradient Method |
choleskiDecomposition |
Function for Choleski Decomposition |
choleskilm |
Function fits linear model using Choleski Decomposition |
forwardsubsitution.optR |
Function to solve linear system using forward substitution |
gaussSeidel |
Gauss-Seidel based Optimization & estimation |
hatMatrix |
Function determines the Hat matrix or projection matrix for given X |
inv.optR |
Invert a matrix using LU decomposition |
jacobian |
Function to evaluate jacobian matrix from functions |
LU.decompose |
LU decomposition |
LU.optR |
Solving system of equations using LU decomposition |
LUsplit |
Function to extract Lower and Upper matrix from LU decomposition |
machinePrecision |
Function to address machine precision error |
newtonRapson |
Function for Newton Rapson roots for given equations |
nonDiagMultipication |
Non-diagnoal multipication |
opt.matrix.reorder |
Function to Re-order the matrix to make dominant diagnals |
optR |
Optimization & predictive modelling Toolsets |
optR.backsubsitution |
Function to solve linear system using backsubsitution |
optR.default |
Optimization & predictive modelling Toolsets |
optR.fit |
Fitter function for Linear/Non-linear system with form Ax=b |
optR.formula |
Optimization & predictive modelling Toolsets |
optR.gauss |
gauss to solve linear systems |
optR.multiplyfactor |
Function to estimate lambda |
optRFun |
Function based optimization module |
optRFun.newtonRapson |
Function based optimization module |
predict.optR |
Prediction function based on optR class |
print.optR |
print coefficients for optR class |
summary.optR |
Generate Summary for optR class |