TSstudio0.1.7 package

Functions for Time Series Analysis and Forecasting

Diagnostic Plots for ARIMA Models

Time Series Cross Correlation Lags Visualization

Visualization of the Residuals of a Time Series Model

A Functional Approach for Building the `train_model`

Components

Forecasting simulation

Plot the Models Error Rates on the Testing Partitions

Plotting Forecast Object

Visualizing Grid Search Results

Plot the Models Performance on the Testing Partitions

Histogram Plot of the Residuals Values

Visualize of the Fitted and the Forecasted vs the Actual Values

Train, Test, Evaluate, and Forecast Multiple Time Series Forecasting M...

An Interactive Visualization of the ACF and PACF Functions

Visualization of the Decompose of a Time Series Object

Tuning Time Series Forecasting Models Parameters with Grid Search

Heatmap Plot for Time Series

Get the Time Series Information

Time Series Lag Visualization

Moving Average Method for Time Series Data

Plotting Time Series Objects

Polor Plot for Time Series Object

Quantile Plot for Time Series

Transform Time Series Object to Data Frame Format

Seasonality Visualization of Time Series Object

Split Time Series Object for Training and Testing Partitions

Summation of Multiple Time Series Objects

3D Surface Plot for Time Series

Transform Time Series Object to Prophet input

Converting 'xts' object to 'ts' object

Converting 'zoo' object to 'ts' object

Provides a set of tools for descriptive and predictive analysis of time series data. That includes functions for interactive visualization of time series objects and as well utility functions for automation time series forecasting.

Maintainer: Rami Krispin License: MIT + file LICENSE Last published: 2023-08-09