Biogeme

Monte-Carlo integration

Various examples are available to illustrate the syntax of biogeme for Monte-Carlo integration.

Download the Swissetro data file here.

Download the tutorial "Monte-Carlo integration with PythonBiogeme" here

Python input	Python output
01simpleIntegral.py	01simpleIntegral.html
01simpleIntegral_halton.py	01simpleIntegral_halton.html
01simpleIntegral_mlhs.py	01simpleIntegral_mlhs.html
02antithetic.py	02antithetic.html
02antithetic_halton.py	02antithetic_halton.html
02antithetic_mlhs.py	02antithetic_mlhs.html
03controlVariate.py	03controlVariate.html
03controlVariate_halton.py	03controlVariate_halton.html
03controlVariate_mlhs.py	03controlVariate_mlhs.html
05normalMixtureTrueAnalytical.py	05normalMixtureTrueAnalytical.html
06normalMixture.py	06normalMixture.html
06normalMixture_halton.py	06normalMixture_halton.html
06normalMixture_mlhs.py	06normalMixture_mlhs.html
07normalMixtureAntithetic.py	07normalMixtureAntithetic.html
07normalMixtureAntithetic_halton.py	07normalMixtureAntithetic_halton.html
07normalMixtureAntithetic_mlhs.py	07normalMixtureAntithetic_mlhs.html
08normalMixtureControlVariate.py	08normalMixtureControlVariate.html
08normalMixtureControlVariate_halton.py	08normalMixtureControlVariate_halton.html
08normalMixtureControlVariate_mlhs.py	08normalMixtureControlVariate_mlhs.html
09normalMixtureAntithetic_1000.py	09normalMixtureAntithetic_1000.html
09normalMixtureAntithetic_250.py	09normalMixtureAntithetic_250.html
09normalMixtureAntithetic_halton_1000.py	09normalMixtureAntithetic_halton_1000.html
09normalMixtureAntithetic_halton_250.py	09normalMixtureAntithetic_halton_250.html
09normalMixtureAntithetic_mlhs_1000.py	09normalMixtureAntithetic_mlhs_1000.html
09normalMixtureAntithetic_mlhs_250.py	09normalMixtureAntithetic_mlhs_250.html
10normalMixtureControlVariate_2000.py	10normalMixtureControlVariate_2000.html
10normalMixtureControlVariate_500.py	10normalMixtureControlVariate_500.html
10normalMixtureControlVariate_halton_2000.py	10normalMixtureControlVariate_halton_2000.html
10normalMixtureControlVariate_halton_500.py	10normalMixtureControlVariate_halton_500.html
10normalMixtureControlVariate_mlhs_2000.py	10normalMixtureControlVariate_mlhs_2000.html
10normalMixtureControlVariate_mlhs_500.py	10normalMixtureControlVariate_mlhs_500.html
11estimationNumerical.py	11estimationNumerical.html
12estimationMonteCarlo_500.py	12estimationMonteCarlo_500.html
13estimationAntithetic.py	13estimationAntithetic.html
13estimationAntithetic_250.py	13estimationAntithetic_250.html
14estimationControlVariates.py	14estimationControlVariates.html
14estimationControlVariates_500.py	14estimationControlVariates_500.html

Python input

Python output

01simpleIntegral.py

01simpleIntegral.html

01simpleIntegral_halton.py

01simpleIntegral_halton.html

01simpleIntegral_mlhs.py

01simpleIntegral_mlhs.html

02antithetic.py

02antithetic.html

02antithetic_halton.py

02antithetic_halton.html