Class RWMCSampler

x.__init__(...) initializes x; see help(type(x)) for signature

Parameters:

• pdf (csb.statistics.pdf.AbstractDensity) - Probability density function to be sampled from
• state (State) - Inital state
• stepsize (float) - Serves to set the step size in proposal_density, e.g. for automatic acceptance rate adaption
• proposal_density (callable) - The proposal density as a function f(x, s) of the current state x and the stepsize s. By default, the proposal density is uniform, centered around x, and has width s.
• temperature (float) - Pseudo-temperature of the Boltzmann ensemble p(x) = 1/N * exp(-1/T * E(x)) with the pseudo-energy defined as E(x) = -log(p(x)) where p(x) is the PDF under consideration

Overrides: object.__init__

(inherited documentation)

stepsize

Get Method:

unreachable.stepsize(self)

Set Method:

unreachable.stepsize(self, value)