liarsdice::statistics namespace

Statistical analysis tools.

The statistics namespace offers statistical computations:

StatisticalAccumulator for running statistics
Histogram for distribution analysis
TimeSeries for temporal data
ProbabilityDistribution interfaces
Hypothesis testing utilities

Classes

class BayesianInference: Bayesian inference utilities for game analysis.
class BetaDistribution: Beta distribution.
class BinomialDistribution: Binomial distribution.
class DiceHistogram: Specialized histogram for dice values.
class DiceRollAccumulator: Specialized accumulator for dice roll statistics.
class DistributionFactory: Factory for creating distributions.
template<typename Distribution> class DistributionWrapper: Template wrapper for boost::math distributions.
class ExponentialDistribution: Exponential distribution.
class GameMetricsTimeSeries: Specialized time series for game metrics.
template<typename T = double> class Histogram: Flexible histogram template using boost::histogram.
template<typename T1 = double, typename T2 = double> class Histogram2D: 2D histogram for correlation analysis
class HypothesisTest: Statistical hypothesis testing utilities.
class IProbabilityDistribution: Base interface for probability distributions.
class NormalDistribution: Normal (Gaussian) distribution.
class PoissonDistribution: Poisson distribution.
template<typename T = double, std::size_t WindowSize = 100> class StatisticalAccumulator: Comprehensive statistical accumulator for running statistics.
template<typename T> struct TimePoint: Time series data point.
template<typename T, std::size_t MaxSize = 1000> class TimeSeries: Time series container using boost::circular_buffer.
class UniformDistribution: Uniform distribution.