The Time Series Modeling Companion to 'healthyR'
Auto Arima (Forecast auto_arima) Workflowset Function
Auto ETS Workflowset Function
Auto Linear Regression Workflowset Function
Single Differencing to Make Time Series Stationary
Geometric Brownian Motion
Geometric Brownian Motion
Get date or datetime variables (column names)
Time Series Model QQ Plot
Get Random Walk ggplot2 layers
Auto-Plot a Random Walk
Model Method Extraction Helper
Pipe operator
Requited Packages
Vector Function Time Series Acceleration
Boilerplate Workflow
Boilerplate Workflow
Forecast arima.string
Misc for boilerplate
Automatically Stationarize Time Series Data
Helper function - Calibrate and Plot
Misc for boilerplate
Confidence Interval Generic
Confidence Interval Generic
Provide Colorblind Compliant Colors
Misc for boilerplate
Event Analysis
Event Analysis
Event Analysis
Recipes Time Series Acceleration Generator
Recipes Time Series velocity Generator
Tidy Style FFT
Tidy eval helpers
Augment Function Acceleration
Augmented Dickey-Fuller Test for Time Series Stationarity
Simulate ARIMA Model
Boilerplate Workflow
Boilerplate Workflow
Boilerplate Workflow
Boilerplate Workflow
Boilerplate Workflow
Boilerplate Workflow
Boilerplate Workflow
Boilerplate Workflow
Build a Time Series Recipe
Boilerplate Workflow
Boilerplate Workflow
Boilerplate Workflow
Boilerplate Workflow
Boilerplate Workflow
Compare data over time periods
Brownian Motion
Auto-Plot a Geometric/Brownian Motion Augment
Brownian Motion
Time Series Calendar Heatmap
Auto Arima XGBoost Workflowset Function
Time Series Event Analysis Plot
Extract Boilerplate Items
Time Series Feature Clustering
Time Series Feature Clustering
Time-series Forecasting Simulator
Augment Data with Time Series Growth Rates
Vector Function Time Series Growth Rate
Get Time Series Information
Check if an object is a date class
Time Series Lag Correlation Analysis
Time Series Moving Average Plot
Time Series Model Tuner
Compare Two Time Series Models
Model Rank
Time Series Model Spec Template
Quality Control Run Chart
Random Walk Function
Provide Colorblind Compliant Colors
Provide Colorblind Compliant Colors
Time Series Model Scedacity Plot
Simple Moving Average Plot
Logarithmic Transformation to Make Time Series Stationary
Time Series Splits Plot
Event Analysis
Coerce a time-series object to a tibble
Augment Function Velocity
Vector Function Time Series Acceleration
Time Series Value, Velocity and Acceleration Plot
Auto MARS (Earth) Workflowset Function
Auto NNETAR Workflowset Function
Auto PROPHET Regression Workflowset Function
Auto SVM Poly (Kernlab) Workflowset Function
Auto SVM RBF (Kernlab) Workflowset Function
Auto XGBoost (XGBoost) Workflowset Function
Differencing with Log Transformation to Make Time Series Stationary
Double Differencing to Make Time Series Stationary
Double Differencing with Log Transformation to Make Time Series Statio...
Hospital time series data analysis workflow tools, modeling, and automations. This library provides many useful tools to review common administrative time series hospital data. Some of these include average length of stay, and readmission rates. The aim is to provide a simple and consistent verb framework that takes the guesswork out of everything.
Useful links