statcpp/statcpp_8hpp_source.html

#pragma once


// Module 1: Descriptive Statistics

#include "statcpp/basic_statistics.hpp"

#include "statcpp/order_statistics.hpp"

#include "statcpp/dispersion_spread.hpp"

#include "statcpp/shape_of_distribution.hpp"

#include "statcpp/correlation_covariance.hpp"

#include "statcpp/frequency_distribution.hpp"


// Module 2: Probability Distributions

#include "statcpp/special_functions.hpp"

#include "statcpp/random_engine.hpp"

#include "statcpp/continuous_distributions.hpp"

#include "statcpp/discrete_distributions.hpp"


// Module 3: Inferential Statistics

#include "statcpp/estimation.hpp"

#include "statcpp/parametric_tests.hpp"

#include "statcpp/nonparametric_tests.hpp"

#include "statcpp/effect_size.hpp"

#include "statcpp/resampling.hpp"


// Module 4: Statistical Modeling

#include "statcpp/linear_regression.hpp"

#include "statcpp/anova.hpp"

#include "statcpp/glm.hpp"

#include "statcpp/model_selection.hpp"


// Module 5: Applied Analysis

#include "statcpp/distance_metrics.hpp"

#include "statcpp/multivariate.hpp"

#include "statcpp/clustering.hpp"

#include "statcpp/time_series.hpp"

#include "statcpp/categorical.hpp"

#include "statcpp/survival.hpp"

#include "statcpp/robust.hpp"

#include "statcpp/power_analysis.hpp"


// Module 6: Data Handling

#include "statcpp/data_wrangling.hpp"

#include "statcpp/missing_data.hpp"


// Module 7: Development Infrastructure

#include "statcpp/numerical_utils.hpp"

anova.hpp
Analysis of Variance (ANOVA)

basic_statistics.hpp
Basic statistical computation functions.

categorical.hpp
Categorical data analysis.

clustering.hpp
Clustering algorithms implementation.

continuous_distributions.hpp
Continuous distribution functions.

correlation_covariance.hpp
Correlation and covariance computation functions.

data_wrangling.hpp
Data wrangling (data manipulation and transformation) functions.

discrete_distributions.hpp
Discrete probability distribution functions.

dispersion_spread.hpp
Dispersion and variance calculation functions.

distance_metrics.hpp
Distance and similarity metrics.

effect_size.hpp
Effect size calculation and interpretation.

estimation.hpp
Estimation and confidence interval functions.

frequency_distribution.hpp
Frequency distribution table creation and frequency-related calculations.

glm.hpp
Generalized Linear Models (GLM)

linear_regression.hpp
Linear regression analysis.

missing_data.hpp
Missing data handling functions.

model_selection.hpp
Model selection functions.

multivariate.hpp
Multivariate analysis functions.

nonparametric_tests.hpp
Nonparametric test functions.

numerical_utils.hpp
Numerical utilities for precision and convergence.

order_statistics.hpp
Order statistics implementation.

parametric_tests.hpp
Parametric test functions.

power_analysis.hpp
Power analysis implementation.

random_engine.hpp
Random engine wrapper and utilities.

resampling.hpp
Resampling methods.

robust.hpp
Robust statistics implementation.

shape_of_distribution.hpp
Distribution shape measurement (skewness and kurtosis)

special_functions.hpp
Special mathematical functions implementation.

survival.hpp
Survival analysis functions.

time_series.hpp
Time series analysis.