A Collection of Methods to Estimate Parameters of Different Tempered Stable Distributions


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Documentation for package ‘TempStable’ version 0.2.2

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TempStable-package TempStable: A collection of methods to estimate parameters of different tempered stable distributions.
charCTS Characteristic function of the classical tempered stable (CTS) distribution
charGTS Characteristic function of the generalized classical tempered stable (GTS) distribution.
charKRTS Characteristic function of the Kim-Rachev tempered stable distribution
charMTS Characteristic function of the modified tempered stable distribution
charNTS Characteristic function of the normal tempered stable (NTS) distribution
charRDTS Characteristic function of the rapidly decreasing tempered stable (RDTS) distribution
charTSS Characteristic function of the tempered stable subordinator
dCTS Density function of the classical tempered stable (CTS) distribution
dGTS Density function of generalized classical tempered stable distribution
dKRTS Density Function of the Kim-Rachev tempered stable distribution
dMTS Density function of the modified tempered stable (MTS) distribution
dNTS Density function of the normal tempered stable (NTS) distribution
dRDTS Density function of the rapidly decreasing tempered stable (CTS) distribution
dTSS Density function of the tempered stable subordinator (TSS) distribution
parallelizeMCsimulation Function to parallelize the Monte Carlo Simulation
pCTS Cumulative probability function of the classical tempered stable (CTS) distribution
pGTS Cumulative probability function of the generalized classical tempered stable (GTS) distribution
pKRTS Cumulative probability distribution function of the Kim-Rachev tempered stable (KRTS) distribution
pMTS Cumulative probability function of the modified tempered stable (MTS) distribution
pNTS Cumulative probability function of the normal tempered stable (NTS) distribution
pRDTS Cumulative probability function of the rapidly decreasing tempered stable (RDTS) distribution
pTSS Cumulative probability distribution function of the tempered stable subordinator distribution
qCTS Quantile function of the classical tempered stable (CTS)
qNTS Quantile function of the normal tempered stable (NTS)
qTSS Quantile function of the tempered stable subordinator distribution
rCTS Function to generate random variates of CTS distribution.
rGTS Function to generate random variates of GTS distribution.
rKRTS Function to generate random variates of KRTS distribution.
rMTS Function to generate random variates of MTS distribution
rNTS Function to generate random variates of NTS distribution.
rRDTS Function to generate random variates of RDTS distribution.
rTSS Function to generate random variates of the TSS distribution.
TemperedEstim Estimation function
TemperedEstim_Simulation Monte Carlo Simulation
TempStable TempStable: A collection of methods to estimate parameters of different tempered stable distributions.