ggplot STL object
Number of differences required for a stationary series
Cross-validation statistic
Exponential smoothing state space model
Forecasting using BATS and TBATS models
Log-Likelihood of an ets object
Fit best ARIMA model to univariate time series
ggplot (Partial) Autocorrelation and Cross-Correlation Function Estimation
Forecasting using ARIMA or ARFIMA models
Half-hourly electricity demand
Quarterly production of woollen yarn in Australia
Theta method forecast
Identify and replace outliers and missing values in a time series
Accuracy measures for forecast model
One-step in-sample forecasts using ARIMA models
Is an object a particular model type?
Forecast a linear model with possible time series components
Time series display
Multi-Seasonal Time Series
Is an object a particular forecast type?
Fit a fractionally differenced ARFIMA model
Box Cox Transformation
Plot components from BATS model
Find dominant frequency of a time series
Create a seasonal subseries ggplot
BATS model (Exponential smoothing state space model with Box-Cox transformation, ARMA errors, Trend and Seasonal components)
ggplot of a decomposed time series object
Forecast plot
Exponential smoothing forecasts
Forecasting using Holt-Winters objects
Forecasting using Structural Time Series models
Forecasting time series
Plot components from ETS model
Seasonal plot
TBATS model (Exponential smoothing state space model with Box-Cox transformation, ARMA errors, Trend and Seasonal components)
Daily morning gold prices
Random Walk Forecast
Cubic Spline Forecast
Automatic selection of Box Cox transformation parameter
Automatically create a ggplot for time series objects
Number of trading days in each season
Interpolate missing values in a time series
Forecasts for intermittent demand using Croston's method
Seasonal adjustment
Forecast a multiple linear model with possible time series components
Fit a linear model with time series components
Double-Seasonal Holt-Winters Forecasting
Is an object constant?
Mean Forecast
Australian total wine sales
Fit ARIMA model to univariate time series
Australian monthly gas production
Get response variable from time series model.
Moving-average smoothing
Multivariate forecast plot
Forecast seasonal index
Forecasting using ETS models
Plot characteristic roots from ARIMA model
Neural Network Time Series Forecasts
Return the order of an ARIMA or ARFIMA model
Fortify a forecast object to data.frame for ggplot
Simulation from a time series model
Extract components of a TBATS model
Identify and replace outliers in a time series
ARIMA errors
Easter holidays in each season
Forecasting time series
Forecasting using stl objects
Forecast plot
Seasonal dummy variables
Subsetting a time series
Naive forecasts
(Partial) Autocorrelation and Cross-Correlation Function Estimation
Number of days in each season
Diebold-Mariano test for predictive accuracy