Simulation and resampling tools

Main utilities and random generation.

simres-package simres

simres: Simulation and resampling techniques

set.rng() rng() rlcg() rvng()

Pseudorandom number generation

mc.plot() conv.plot() mc.integral()

Exploratory plots of a random sequence

rpmf()

Inverse transform method for discrete distribution generation

rpmf.table()

Guide table method for discrete distribution generation

rpmf.alias()

Alias method for discrete distribution generation

Simulation results

Diagnosis of simulation results, including plots and goodness-of-fit test.

mc.plot() conv.plot() mc.integral()

Exploratory plots of a random sequence

chisq.cont.test()

Chi-squared goodness-of-fit test for continuous data

freq.test()

Frequency test

rephtest() summary(<rhtest>) plot(<rhtest>)

Test repetition

Data sets

Data sets included in the package.

lifetimes

Microorganism lifetimes

Examples

Examples used in the books.

ddexp() pdexp() qdexp() rdexp()

The double-exponential distribution

rcauchy.rou()

Ratio-of-uniforms method for Cauchy distribution generation

Utilities

Other utilities…

cpu.time()

Total and partial CPU time used

cdf.plot()

Plot a discrete cumulative distribution function