List of all items

Structs

• CoefficientRow
• OlsFit
• Summary
• categorical::MultinomialFit
• categorical::OrdinalFit
• fit_statistics::FStatistic
• glm::GlmFit
• glm::GoodnessOfFit
• glm::family::Gamma
• glm::family::NegativeBinomial
• glm::family::Poisson
• logistic::GoodnessOfFit
• logistic::HosmerLemeshow
• logistic::LogisticFit
• mixed::GlmmFit
• mixed::LinearMixedModel
• mixed::MixedModel
• mixed::RandomEffect
• regularized::ElasticNetFit
• regularized::LassoFit
• regularized::PenalizedLogisticFit
• regularized::RidgeFit
• residuals::BreuschPagan
• residuals::JarqueBera
• residuals::WhiteTest
• survival::AftFit
• survival::CoxFit
• survival::KaplanMeier
• survival::KmStep

Enums

• error::RegressionError
• mixed::GlmmFamily
• mixed::Method
• survival::AftDistribution
• survival::Ties

Traits

• glm::family::Family

Functions

• categorical::multinomial_deviance_residuals
• categorical::ordinal_deviance_residuals
• coefficients::standardized_coefficients
• fit_statistics::adjusted_r_squared
• fit_statistics::aic
• fit_statistics::bic
• fit_statistics::f_statistic
• fit_statistics::log_likelihood
• fit_statistics::r_squared
• fit_statistics::total_sum_of_squares
• glm::cooks_distance
• glm::deviance_residuals
• glm::fit_negative_binomial
• glm::leverage
• glm::pearson_residuals
• influence::cooks_distance
• influence::dffits
• influence::leverage
• logistic::cooks_distance
• logistic::deviance_residuals
• logistic::leverage
• logistic::pearson_residuals
• multicollinearity::condition_number
• multicollinearity::vif
• regularized::select_lambda_gcv
• residuals::breusch_pagan
• residuals::durbin_watson
• residuals::externally_studentized_residuals
• residuals::internally_studentized_residuals
• residuals::jarque_bera
• residuals::qq_plot_data
• residuals::standardized_residuals
• residuals::white_test
• survival::deviance_residuals
• survival::martingale_residuals
• survival::schoenfeld_residuals

Type Aliases

• error::Result