All functions

adaptive_spline()

General Interface for Adaptive Spline Surface Models

splines_degree() max_degree() max_categorical_degree() min_basis_points()

Tuning Parameters for Adaptive Splines Surface Models

adaptive_spline_stan_fit_impl()

Low-Level ARIMA function for translating modeltime to forecast

adaptive_spline_stan_predict_impl()

Bridge prediction function for ARIMA models

additive_state_space()

General Interface for Additive Linear State Space Regression Models

bayesian_structural_reg()

General Interface for Bayesian Structural Time Series Models

bayesian_structural_stan_fit_impl()

Low-Level ARIMA function for translating modeltime to forecast

bayesian_structural_stan_predict_impl()

Bridge prediction function for ARIMA models

exponential_smoothing()

General Interface for Exponential Smoothing Models

seasonality_type() method() error_method()

Tuning Parameters for Exponential Smoothing Models

exp_smoothing_stan_fit_impl()

Low-Level ARIMA function for translating modeltime to forecast

exp_smoothing_stan_predict_impl()

Bridge prediction function for ARIMA models

garch_order() arch_order() mgarch_order() garch_t_student() asymmetry()

Tuning Parameters for GARCHA Models

garch_reg()

General Interface for GARCH Regression Models

garch_stan_fit_impl()

Low-Level ARIMA function for translating modeltime to forecast

garch_stan_predict_impl()

Bridge prediction function for ARIMA models

gen_additive_reg()

Interface for Generalized Additive Models (GAM)

gen_additive_stan_fit_impl()

Low-Level ARIMA function for translating modeltime to forecast

gen_additive_stan_predict_impl()

Bridge prediction function for ARIMA models

seasonal_random_walk()

Tuning Parameters for Random Walk Models

random_walk_reg()

General Interface for Naive and Random Walk models Regression Models

random_walk_stan_fit_impl()

Low-Level ARIMA function for translating modeltime to forecast

random_walk_stan_predict_impl()

Bridge prediction function for ARIMA models

non_seasonal_ar() non_seasonal_differences() non_seasonal_ma() seasonal_ar() seasonal_differences() seasonal_ma() markov_chains() adapt_delta() tree_depth()

Tuning Parameters for SARIMA Models

sarima_reg()

General Interface for ARIMA Regression Models

Sarima_stan_fit_impl()

Low-Level ARIMA function for translating modeltime to forecast

Sarima_stan_predict_impl()

Bridge prediction function for ARIMA models

trend_model() damped_model() seasonal_model()

Tuning Parameters for Additive Linear State Space Regression Models

ssm_stan_fit_impl()

Low-Level ARIMA function for translating modeltime to forecast

ssm_stan_predict_impl()

Bridge prediction function for ARIMA models

svm_reg()

General Interface for Stochastic Volatility Regression Models

svm_stan_fit_impl()

Low-Level ARIMA function for translating modeltime to forecast

svm_stan_predict_impl()

Bridge prediction function for ARIMA models