Function reference
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append_region_index() - Extract Region Index from Spatial Object and Partition Training and Testing Data
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cast_date_string() - Convert Date String to Date Object
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create_forecast_template() - Create a Forecast Template
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download_boundaries() - Download US Boundaries
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extract_forecasts() - Extract forecasts from a model
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forecast_time_series() - Forecast Time Series
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getPovertyPop() - Returns a merged dataframe with poverty and population data by state for specified age range.
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get_api() - Get API key from secrets.yaml file
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get_covid19_obs() - Obtain COVID-19 Observation Data
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get_hub_forecasts() - Get COVID-19 forecasts from various sources
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get_model_name() - Get the model name from a filename
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get_neighbors() - Get Neighbors of Polygons
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inla_dlm() - Dynamic Linear Model using INLA
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plot_forecasts_compare() - Plot comparison of forecasts
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plot_location() - Plot Location
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plot_neighbors() - Plots neighborhood adjacency
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plot_WIS_lines() - Plot WIS Lines Function
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propose_weights() - Create model weights based on ranking and apply to forecast data
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Rt_projection() - Project Rt values using ARIMA or DLM method
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run_model_list() - Run a series of INLA models
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score_MAE() - Calculate Mean Absolute Error given forecast and truth data
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score_WIS() - Score WIS function
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setup_analysis() - Function to set up CovidCAR analysis
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time_index() - Generate a temporal index for a given set of dates