Statistics for Matrix Distributions
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Documentation for package ‘matrixdist’ version 1.1.3
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A C D E F H I L M N P Q R S V misc
| matrixdist-package | Statistics for Matrix Distributions |
-- A --
| a_rungekutta | Runge Kutta for the calculation of the a vectors in a EM step |
-- C --
| 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 |
| coef-method | Coef Method for sph Class |
| cumulateMatrix | Cumulate matrix |
| cumulateVector | Cumulate vector |
-- D --
| 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 |
-- E --
| embeddedMC | Embedded Markov chain of a sub-intensity matrix |
| EMstep_PADE | EM using Matlab algorithm for matrix exponential in combination with Armadillo |
| EMstep_RK | EM step using Runge Kutta |
| EMstep_UNI | EM using Uniformization for matrix exponential |
| evaluate | New Generic for Evaluating Survival Matrix Distributions |
| evaluate-method | Evaluation Method for sph Class |
-- F --
| Fisher | New Generic for obtaining the Fisher Information of Survival Matrix Distributions |
| Fisher-method | Fisher Information Method for sph Class |
| fit | New Generic for Estimating Matrix Distributions |
| fit-method | Fit Method for ph Class |
-- H --
| haz | New Generic for the Hazard rate of Matrix Distributions |
| haz-method | Hazard rate Method for phase type distributions |
-- I --
| initialState | Initial state of Markov jump process |
| iph | Constructor Function for inhomogeneous phase type distributions |
| iph-class | Inhomogeneous Phase Type distributions |
-- L --
| LInf_norm | L-oo norm of a matrix |
| logLik-method | logLik Method for ph Class |
| logLikelihoodMgev_PADE | Loglikelihood of matrix-GEV using Pade |
| logLikelihoodMgev_RK | Loglikelihood of matrix GEV using RK |
| logLikelihoodMgev_UNI | Loglikelihood of matrix-GEV using Uniformization |
| logLikelihoodMgompertz_PADE | Loglikelihood of matrix-Gompertz using Pade |
| logLikelihoodMgompertz_PADEs | Loglikelihood of matrix-Gompertz using Pade |
| logLikelihoodMgompertz_RK | Loglikelihood of matrix Gompertz using RK |
| logLikelihoodMgompertz_RKs | Loglikelihood of matrix-Gompertz using RK |
| logLikelihoodMgompertz_UNI | Loglikelihood of matrix-Gompertz using Uniformization |
| logLikelihoodMgompertz_UNIs | Loglikelihood of matrix-Gompertz using Uniformization |
| logLikelihoodMloglogistic_PADE | Loglikelihood of matrix-loglogistic using Pade |
| logLikelihoodMloglogistic_PADEs | Loglikelihood of matrix-loglogistic using Pade |
| logLikelihoodMloglogistic_RK | Loglikelihood of matrix Log-Logistic using RK |
| logLikelihoodMloglogistic_RKs | Loglikelihood of matrix-loglogistic using RK |
| logLikelihoodMloglogistic_UNI | Loglikelihood of matrix-loglogistic using Uniformization |
| logLikelihoodMloglogistic_UNIs | Loglikelihood of matrix-loglogistic using Uniformization |
| logLikelihoodMlognormal_PADE | Loglikelihood of matrix-lognormal using Pade |
| logLikelihoodMlognormal_PADEs | Loglikelihood of matrix-lognormal using Pade |
| logLikelihoodMlognormal_RK | Loglikelihood of matrix LogNormal using RK |
| logLikelihoodMlognormal_RKs | Loglikelihood of matrix-lognormal using RK |
| logLikelihoodMlognormal_UNI | Loglikelihood of matrix-lognormal using Uniformization |
| logLikelihoodMlognormal_UNIs | Loglikelihood of matrix-lognormal using Uniformization |
| logLikelihoodMpareto_PADE | Loglikelihood of matrix-Pareto using Pade |
| logLikelihoodMpareto_PADEs | Loglikelihood of matrix-Pareto using Pade |
| logLikelihoodMpareto_RK | Loglikelihood of matrix Pareto using RK |
| logLikelihoodMpareto_RKs | Loglikelihood of matrix-Pareto using RK |
| logLikelihoodMpareto_UNI | Loglikelihood of matrix-Pareto using Uniformization |
| logLikelihoodMpareto_UNIs | Loglikelihood of matrix-Pareto using Uniformization |
| logLikelihoodMweibull_PADE | Loglikelihood of matrix-Weibull using Pade |
| logLikelihoodMweibull_PADEs | Loglikelihood of matrix-Weibull using Pade |
| logLikelihoodMweibull_RK | Loglikelihood of matrix Weibull using RK |
| logLikelihoodMweibull_RKs | Loglikelihood of matrix-Weibull using RK |
| logLikelihoodMweibull_UNI | Loglikelihood of matrix-Weibull using Uniformization |
| logLikelihoodMweibull_UNIs | Loglikelihood of matrix-Weibull using Uniformization |
| logLikelihoodPH_PADE | Loglikelihood of PH using Pade |
| logLikelihoodPH_PADEs | Loglikelihood of PH using Pade |
| logLikelihoodPH_RK | Loglikelihood using RK |
| logLikelihoodPH_RKs | Loglikelihood of PH using RK |
| logLikelihoodPH_UNI | Loglikelihood using Uniformization |
| logLikelihoodPH_UNIs | Loglikelihood of PH using Uniformization |
| LRT | New Generic for doing a likelihood ratio test between two Matrix Distribution models |
| LRT-method | LRT Method for ph Class |
-- M --
| matrixdist | Statistics for Matrix Distributions |
| matrixExpSum_arma | Computes e^(Sx) base on the values on powerVector |
| matrixMax | Maximum entry in a matrix |
| matrixMaxDiagonal | Maximum entry in the diagonal of a matrix |
| matrix_exponential | Matrix exponential algorithm |
| matrix_exponential_slow | Matrix exponential algorithm |
| matrix_inverse | Inverse of a matrix |
| matrix_inverse_slow | Inverse of a matrix |
| matrix_power | Computes A^n |
| matrix_product | Product of two matrices |
| matrix_product_slow | Product of two matrices |
| matrix_sum | Add matrices |
| matrix_VanLoan | Creates the matrix (A1, B1 ; 0, A2) |
| matrix_VanLoanArma | 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 |
-- N --
| newState | New state in a Markov jump process |
-- P --
| ph | Constructor Function for phase type distributions |
| ph-class | Phase Type distributions |
| phcdf | Phase-type cdf or tail |
| phdensity | Phase-type density |
-- Q --
| quan | New Generic for the Quantile of Matrix Distributions |
| quan-method | Quantile Method for phase type distributions |
-- R --
| random_structure | Random structure of a phase-type |
| reg | New Generic for Regression with Matrix Distributions |
| reg-method | Regression Method for ph Class |
| 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 |
-- S --
| show-method | Show Method for inhomogeneous phase type distributions |
| show-method | Show Method for phase type distributions |
| show-method | Show Method for survival phase type objects |
| 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 |
| sph | Constructor Function for Survival phase type objects |
| sph-class | Survival Analysis for Phase Type distributions |
| sumPH | Computes the initial distribution and sub-intensity of the sum of PH |
-- V --
| vectorOfMatrices_arma | Computes elements S^n / n! until the value size |
| vectorOfMatrices_arma2 | Computes elements S^n / n! until the value size |
-- misc --
| +-method | Sum Method for phase type distributions |