Statistics for Matrix Distributions


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Documentation for package ‘matrixdist’ version 1.0.2

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matrixdist-package Statistics for Matrix Distributions
+-method Sum Method for phase type distributions
a_rungekutta Runge Kutta for the calculation of the a vectors in a EM step
cdf New Generic for the Distribution of Matrix Distributions
cdf-method Distribution Method for inhomogeneous phase type distributions
cdf-method Distribution Method for phase type distributions
clone_matrix Clone a matrix
clone_vector Clone a vector
coef-method Coef Method for iph Class
coef-method Coef Method for ph Class
cumulateMatrix Cumulate matrix
cumulateVector Cumulate vector
default_step_length Default size of the steps in the RK
dens New Generic for the Density of Matrix Distributions
dens-method Density Method for inhomogeneous phase type distributions
dens-method Density Method for phase type distributions
derivativeMatrixweibull Derivative of matrix Weibull
diagonal_vector Creates a matrix with the given vector in the diagonal
embeddedMC Embedded Markov chain of a sub-intensity matrix
EMstep_RK EM step using Runge Kutta
fit New Generic for Estimating Matrix Distributions
fit-method Fit Method for ph Class
haz New Generic for the Hazard rate of Matrix Distributions
haz-method Hazard rate Method for phase type distributions
initialState Initial state of Markov jump process
iph Constructor Function for inhomogeneous phase type distributions
iph-class Inhomogeneous Phase Type distributions
LInf_norm L-oo norm of a matrix
logLik-method logLik Method for ph Class
logLikelihoodMgev_RK Loglikelihood of matrix GEV using RK
logLikelihoodMgompertz_RK Loglikelihood of matrix Gompertz using RK
logLikelihoodMloglogistic_RK Loglikelihood of matrix Log-Logistic using RK
logLikelihoodMlognormal_RK Loglikelihood of matrix LogNormal using RK
logLikelihoodMpareto_RK Loglikelihood of matrix Pareto using RK
logLikelihoodMweibull_RK Loglikelihood of matrix Weibull using RK
logLikelihoodPH_RK Loglikelihood using RK
matrixdist Statistics for Matrix Distributions
matrixMax Maximum entry in a matrix
matrixMaxDiagonal Maximum entry in the diagonal of a matrix
matrix_exponential Matrix exponential algorithm
matrix_inverse Inverse of a matrix
matrix_power Computes A^n
matrix_product Product of two matrices
matrix_sum Add matrices
matrix_VanLoan Creates the matrix (A1, B1 ; 0, A2)
maximum New Generic for Maximum of two Matrix Distributions
maximum-method Maximum Method for inhomogeneous phase type distributions
maximum-method Maximum Method for phase type distributions
mgevcdf Matrix GEV cdf
mgevden Matrix GEV density
mgompertzcdf Matrix Gompertz cdf
mgompertzden Matrix Gompertz density
minimum New Generic for Minimum of two Matrix Distributions
minimum-method Minimum Method for inhomogeneous phase type distributions
minimum-method Minimum Method for phase type distributions
mloglogisticcdf Matrix Log-Logistic cdf
mloglogisticden Matrix Log-Logistic density
mlognormalcdf Matrix LogNormal cdf
mlognormalden Matrix LogNormal density
moment New Generic for Moment of Matrix Distributions
moment-method Moment Method for phase type distributions
mparetocdf Matrix Pareto cdf
mparetoden Matrix Pareto density
mweibullcdf Matrix Weibull cdf
mweibullden Matrix Weibull density
newState New state in a Markov jump process
ph Constructor Function for phase type distributions
ph-class Phase Type distributions
phcdf Phase-type cdf or tail
phdensity Phase-type density
quan New Generic for the Quantile of Matrix Distributions
quan-method Quantile Method for phase type distributions
random_structure Random structure of a phase-type
reversTransformData Applies the inverse of the GEV but giving back the vector in reverse order
riph Random inhomogeneous phase-type
rmatrixgev Random matrix GEV
rphasetype Random phase-type
runge_kutta Runge Kutta for the calculation of the a,b and c vectors in a EM step
show-method Show Method for inhomogeneous phase type distributions
show-method Show Method for phase type distributions
sim New Generic for Simulating Matrix Distributions
sim-method Simulation Method for inhomogeneous phase type distributions
sim-method Simulation Method for phase type distributions
solve_linear_system Solves a system with multiple right hand sides
sumPH Computes the initial distribution and sub-intensity of the sum of PH