AIC,PMM2fit-method      Calculate AIC for PMM2fit object
AIC,PMM3fit-method      Calculate AIC for PMM3fit object
AIC,TS3fit-method       Calculate AIC for TS3fit object
ARIMAPMM2-class         S4 class for storing PMM2 ARIMA model results
ARIMAPMM3-class         S4 class for PMM3 ARIMA model results
ARMAPMM2-class          S4 class for storing PMM2 ARMA model results
ARMAPMM3-class          S4 class for PMM3 ARMA model results
ARPMM2-class            S4 class for storing PMM2 AR model results
ARPMM3-class            S4 class for PMM3 AR model results
BasePMM2-class          Base S4 class for storing PMM2 model results
DCOILWTICO              WTI Crude Oil Prices
MAPMM2-class            S4 class for storing PMM2 MA model results
MAPMM3-class            S4 class for PMM3 MA model results
PMM2fit-class           S4 class for storing PMM2 regression model
                        results
PMM3fit-class           S4 class for storing PMM3 regression model
                        results
SARIMAPMM2-class        S4 class for Seasonal ARIMA model results with
                        PMM2
SARMAPMM2-class         S4 class for Seasonal ARMA model results with
                        PMM2
SARPMM2-class           S4 class for Seasonal AR model results with
                        PMM2
SMAPMM2-class           S4 class for Seasonal MA PMM2 results
TS2fit-class            Base S4 class for storing PMM2 time series
                        model results
TS3fit-class            Base S4 class for PMM3 time series model
                        results
ar_pmm2                 Fit an AR model using PMM2 (wrapper)
ar_pmm3                 Fit an AR model using PMM3
arima_pmm2              Fit an ARIMA model using PMM2 (wrapper)
arima_pmm3              Fit an ARIMA model using PMM3
arma_pmm2               Fit an ARMA model using PMM2 (wrapper)
arma_pmm3               Fit an ARMA model using PMM3
auto_mpg                Auto MPG Dataset
coef,PMM2fit-method     Extract coefficients from PMM2fit object
coef,PMM3fit-method     Extract coefficients from PMM3fit object
coef,SARPMM2-method     Extract coefficients from SARPMM2 object
coef,SMAPMM2-method     Extract coefficients from SMAPMM2 object
coef,TS2fit-method      Extract coefficients from TS2fit object
coef,TS3fit-method      Extract coefficients from TS3fit object
compare_ar_methods      Compare AR methods
compare_arima_methods   Compare ARIMA methods
compare_arma_methods    Compare ARMA methods
compare_ma_methods      Compare MA methods
compare_sar_methods     Compare SAR model estimation methods
compare_ts_methods      Compare PMM2 with classical time series
                        estimation methods
compare_with_ols        Compare PMM2 with OLS
compute_moments         Calculate moments and cumulants of error
                        distribution
compute_moments_pmm3    Compute central moments for PMM3 from residuals
compute_pmm2_components
                        Compute PMM2 weights and components
create_sar_matrix       Create design matrix for seasonal AR model
create_sarma_matrix     Create design matrix for seasonal ARMA model
djia2002                Dow Jones Industrial Average Daily Data
                        (July-December 2002)
fitted,PMM2fit-method   Extract fitted values from PMM2fit object
fitted,PMM3fit-method   Extract fitted values from PMM3fit object
fitted,TS2fit-method    Extract fitted values from TS2fit object
fitted,TS3fit-method    Extract fitted values from TS3fit object
get_sarimax_jacobian    Calculate SARIMAX Jacobian (Numerical)
get_sarimax_residuals   Calculate SARIMAX Residuals
lm_pmm2                 PMM2: Main function for PMM2 (S=2)
lm_pmm3                 PMM3: Fit linear model using Polynomial
                        Maximization Method (S=3)
ma_pmm2                 Fit an MA model using PMM2 (wrapper)
ma_pmm3                 Fit an MA model using PMM3
plot,PMM2fit,missing-method
                        Plot diagnostic plots for PMM2fit object
plot,PMM3fit,missing-method
                        Plot diagnostic plots for PMM3fit object
plot,TS2fit,missing-method
                        Build diagnostic plots for TS2fit objects
plot,TS3fit,missing-method
                        Plot diagnostic plots for TS3fit object
plot_pmm2_bootstrap     Plot bootstrap distributions for PMM2 fit
pmm2_inference          Bootstrap inference for PMM2 fit
pmm2_monte_carlo_compare
                        Monte Carlo comparison of PMM2 estimation
                        methods
pmm2_nonlinear_iterative
                        Universal PMM2 estimator (Iterative)
pmm2_nonlinear_onestep
                        Universal PMM2 estimator (One-step Global)
pmm2_variance_factor    Calculate theoretical skewness, kurtosis
                        coefficients and variance reduction factor
pmm2_variance_matrices
                        Calculate theoretical variance matrices for OLS
                        and PMM2
pmm3_variance_factor    Calculate PMM3 theoretical variance reduction
                        factor
pmm_dispatch            Automatic PMM method selection
pmm_gamma6              Compute sixth-order cumulant coefficient gamma6
pmm_kurtosis            Calculate kurtosis from data
pmm_skewness            Calculate skewness from data
predict,PMM2fit-method
                        Prediction method for PMM2fit objects
predict,PMM3fit-method
                        Predict method for PMM3fit objects
predict,TS2fit-method   Prediction method for TS2fit objects
predict,TS3fit-method   Predict method for TS3fit objects
residuals,PMM2fit-method
                        Extract residuals from PMM2fit object
residuals,PMM3fit-method
                        Extract residuals from PMM3fit object
residuals,TS2fit-method
                        Extract residuals from TS2fit object
residuals,TS3fit-method
                        Extract residuals from TS3fit object
sar_pmm2                Fit Seasonal AR model using PMM2 method
sarima_pmm2             Fit a Seasonal ARIMA model using PMM2 method
sarma_pmm2              Fit a Seasonal ARMA model using PMM2 method
sma_pmm2                Fit a Seasonal MA model using PMM2
solve_pmm2_step         PMM2 step solver
summary,PMM2fit-method
                        Generic summary method for PMM2fit objects
summary,PMM3fit-method
                        Summary method for PMM3fit objects
summary,SARIMAPMM2-method
                        Generic summary method for SARIMAPMM2 objects
summary,SARMAPMM2-method
                        Generic summary method for SARMAPMM2 objects
summary,SARPMM2-method
                        Summary method for SARPMM2 objects
summary,SMAPMM2-method
                        Summary method for SMAPMM2 objects
summary,TS2fit-method   Generic summary method for TS2fit objects
summary,TS3fit-method   Summary method for TS3fit objects
test_symmetry           Test whether residuals are sufficiently
                        symmetric for PMM3
ts_pmm2                 Fit a time series model using the PMM2 method
ts_pmm2_inference       Bootstrap inference for PMM2 time series models
ts_pmm3                 Fit a time series model using PMM3
