egttools.numerical.results

Rich result objects returned by egttools MC estimator wrappers.

Each object carries the point estimate, standard error, number of runs used, and a ci95 property (95 % CI via z = 1.96). All objects print a human-readable summary via __repr__, which makes them convenient both in interactive sessions and in log output.

Functions

dataclass	Returns the same class as was passed in, with dunder methods added based on the fields defined in the class.
field	Return an object to identify dataclass fields.

Classes

AGoSResult	Average gradient of selection G^A(x) from a network MC estimator.
AbsorptionProbabilityResult	Per-strategy fixation (absorption) probabilities.
AbsorptionTimeResult	Mean absorption (fixation) time from a given initial state.
FixationResult	Fixation probability of an invading strategy into a resident population.
StationaryDistributionResult	Estimated stationary distribution over population states.
StrategyDistributionResult	Time-averaged strategy frequencies with uncertainty.