Man pages for healthyR.ts
The Time Series Modeling Companion to 'healthyR'

arima_stringForecast arima.string
assign_valueMisc for boilerplate
auto_stationarizeAutomatically Stationarize Time Series Data
calibrate_and_plotHelper function - Calibrate and Plot
chr_assignMisc for boilerplate
ci_hiConfidence Interval Generic
ci_loConfidence Interval Generic
color_blindProvide Colorblind Compliant Colors
get_recipe_callMisc for boilerplate
internal_ts_backward_event_tblEvent Analysis
internal_ts_both_event_tblEvent Analysis
internal_ts_forward_event_tblEvent Analysis
model_extraction_helperModel Method Extraction Helper
pipePipe operator
required_pkgs.healthyR.tsRequited Packages
step_ts_accelerationRecipes Time Series Acceleration Generator
step_ts_velocityRecipes Time Series velocity Generator
tidyevalTidy eval helpers
tidy_fftTidy Style FFT
ts_acceleration_augmentAugment Function Acceleration
ts_acceleration_vecVector Function Time Series Acceleration
ts_adf_testAugmented Dickey-Fuller Test for Time Series Stationarity
ts_arima_simulatorSimulate ARIMA Model
ts_auto_arimaBoilerplate Workflow
ts_auto_arima_xgboostBoilerplate Workflow
ts_auto_crostonBoilerplate Workflow
ts_auto_exp_smoothingBoilerplate Workflow
ts_auto_glmnetBoilerplate Workflow
ts_auto_lmBoilerplate Workflow
ts_auto_marsBoilerplate Workflow
ts_auto_nnetarBoilerplate Workflow
ts_auto_prophet_boostBoilerplate Workflow
ts_auto_prophet_regBoilerplate Workflow
ts_auto_recipeBuild a Time Series Recipe
ts_auto_smooth_esBoilerplate Workflow
ts_auto_svm_polyBoilerplate Workflow
ts_auto_svm_rbfBoilerplate Workflow
ts_auto_thetaBoilerplate Workflow
ts_auto_xgboostBoilerplate Workflow
ts_brownian_motionBrownian Motion
ts_brownian_motion_augmentBrownian Motion
ts_brownian_motion_plotAuto-Plot a Geometric/Brownian Motion Augment
ts_calendar_heatmap_plotTime Series Calendar Heatmap
ts_compare_dataCompare data over time periods
ts_event_analysis_plotTime Series Event Analysis Plot
ts_extract_auto_fitted_workflowExtract Boilerplate Items
ts_feature_clusterTime Series Feature Clustering
ts_feature_cluster_plotTime Series Feature Clustering
ts_forecast_simulatorTime-series Forecasting Simulator
ts_geometric_brownian_motionGeometric Brownian Motion
ts_geometric_brownian_motion_augmentGeometric Brownian Motion
ts_get_date_columnsGet date or datetime variables (column names)
ts_growth_rate_augmentAugment Data with Time Series Growth Rates
ts_growth_rate_vecVector Function Time Series Growth Rate
ts_info_tblGet Time Series Information
ts_is_date_classCheck if an object is a date class
ts_lag_correlationTime Series Lag Correlation Analysis
ts_ma_plotTime Series Moving Average Plot
ts_model_auto_tuneTime Series Model Tuner
ts_model_compareCompare Two Time Series Models
ts_model_rank_tblModel Rank
ts_model_spec_tune_templateTime Series Model Spec Template
ts_qc_run_chartQuality Control Run Chart
ts_qq_plotTime Series Model QQ Plot
ts_random_walkRandom Walk Function
ts_random_walk_ggplot_layersGet Random Walk 'ggplot2' layers
ts_scale_color_colorblindProvide Colorblind Compliant Colors
ts_scale_fill_colorblindProvide Colorblind Compliant Colors
ts_scedacity_scatter_plotTime Series Model Scedacity Plot
ts_sma_plotSimple Moving Average Plot
ts_splits_plotTime Series Splits Plot
ts_time_event_analysis_tblEvent Analysis
ts_to_tblCoerce a time-series object to a tibble
ts_velocity_augmentAugment Function Velocity
ts_velocity_vecVector Function Time Series Acceleration
ts_vva_plotTime Series Value, Velocity and Acceleration Plot
ts_wfs_arima_boostAuto Arima XGBoost Workflowset Function
ts_wfs_auto_arimaAuto Arima (Forecast auto_arima) Workflowset Function
ts_wfs_ets_regAuto ETS Workflowset Function
ts_wfs_lin_regAuto Linear Regression Workflowset Function
ts_wfs_marsAuto MARS (Earth) Workflowset Function
ts_wfs_nnetar_regAuto NNETAR Workflowset Function
ts_wfs_prophet_regAuto PROPHET Regression Workflowset Function
ts_wfs_svm_polyAuto SVM Poly (Kernlab) Workflowset Function
ts_wfs_svm_rbfAuto SVM RBF (Kernlab) Workflowset Function
ts_wfs_xgboostAuto XGBoost (XGBoost) Workflowset Function
util_difflog_tsDifferencing with Log Transformation to Make Time Series...
util_doubledifflog_tsDouble Differencing with Log Transformation to Make Time...
util_doublediff_tsDouble Differencing to Make Time Series Stationary
util_log_tsLogarithmic Transformation to Make Time Series Stationary
util_singlediff_tsSingle Differencing to Make Time Series Stationary
healthyR.ts documentation built on Nov. 15, 2023, 9:07 a.m.