simulate

An object for which simulated sequences of the DMM can be computed.

(Optional) File containing the simulated sequence (e.g, "C:/.../SIM.txt")

output_file

model_size

Default=2. Represents the number of cores used to parallelized computation. If ncpu=-1, then it uses all available cores.

ncpu

Generic function simulating a sequence of length <code>model_size</code> under a model <code>x</code>

Performs the drifting Markov models (DMM) which are
non-homogeneous Markov models designed for modeling the heterogeneities of
sequences in a more flexible way than homogeneous Markov chains or even
hidden Markov models. In this context, we developed an R package dedicated to
the estimation, simulation and the exact computation of associated reliability
of drifting Markov models. The implemented methods are described in
Vergne, N. (2008), <doi:10.2202/1544-6115.1326> and
Barbu, V.S., Vergne, N. (2019) <doi:10.1007/s11009-018-9682-8> .

Nicolas Vergne

drimmR

simulate: Simulate a sequence under a drifting Markov model

Description

Usage

Arguments

Value

References