Model: UTAustin - edm

    Name: UTA - Empirical dynamic model
    Abbreviation: edm
    Owner: khoa
    Team name: UTAustin
    Description: Team name: UTAustin
    Team members: Spencer J Fox
    Data source(s): ILI
    Methods: The forecasting method uses basic empirical dynamic modeling to make predictions. This method uses a topological transformation of time series data to identify previous states of the time series that are similar to the current state. To make predictions it chooses a neighborhood of nearest neighbors of the current state, and projects those forward. Predictions are then made by the resultant location of the neighborhood (Sugihara And May 1990). In essence it's similar to a topological method of analogues approach. The model output is a mean and variance for future states of the time series. We simulate from a normal distribution with those parameters to generate potential time courses for the epidemic, and use those potential trajectories to obtain our target probability distributions. The model is implemented using R, and harnesses the rEDM package for running the forecasts and the epiforecast R package to ensure proper historical data use.
    Contributors:
    License: Other License
    Notes:
    Citation: None
    Methods: None
    Home: https://github.com/FluSightNetwork/cdc-flusight-ensemble/tree/first-papers/model-forecasts/real-time-component-models/UTAustin_edm
    Auxiliary data: (No URL)

    Forecasts (15)

    Timezero Data Source Upload Time Issued at Version
    2020-05-18 (No data)
    2020-05-11 (No data)
    2020-05-04 (No data)
    2020-04-27 (No data)
    2020-04-20 (No data)
    2020-04-13 (No data)
    2020-04-06 (No data)
    2020-03-30 (No data)
    2020-03-23 (No data)
    2020-03-16 (No data)
    2020-03-09 (No data)
    2020-03-02 (No data)
    2020-02-24 (No data)
    2020-02-17 (No data)
    2020-02-10 (No data)
    2020-02-03 (No data)
    2020-01-27 (No data)
    2020-01-20 (No data)
    2020-01-13 (No data)
    2020-01-06 (No data)
    2019-12-30 (No data)
    2019-12-23 (No data)
    2019-12-16 (No data)
    2019-12-09 (No data)
    2019-12-02 (No data)
    2019-11-25 (No data)
    2019-11-18 (No data)
    2019-11-11 (No data)
    2019-11-04 (No data)
    2019-10-28 (No data)
    2019-10-21 (No data)
    2019-10-14 (No data)
    2019-10-07 (No data)
    2019-09-30 (No data)
    2019-05-20 (No data)
    2019-05-13 (No data)
    2019-05-06 (No data)
    2019-04-29 (No data)
    2019-04-22 (No data)
    2019-04-15 (No data)
    2019-04-08 (No data)
    2019-04-01 (No data)
    2019-03-25 (No data)
    2019-03-18 (No data)
    2019-03-11 (No data)
    2019-03-04 (No data)
    2019-02-25 (No data)
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    2019-02-11 (No data)
    2019-02-04 (No data)
    2019-01-28 (No data)
    2019-01-21 (No data)
    2019-01-14 (No data)
    2019-01-07 (No data)
    2018-12-31 (No data)
    2018-12-24 (No data)
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    2018-11-12 (No data)
    2018-11-05 (No data)
    2018-10-29 (No data)
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    2018-10-15 (No data)
    2018-10-08 (No data)
    2018-10-01 (No data)
    2018-04-30 (No data)
    2018-04-23 (No data)
    2018-04-16 (No data)
    2018-04-09 (No data)
    2018-04-02 (No data)
    2018-03-26 (No data)
    2018-03-19 (No data)
    2018-03-12 (No data)
    2018-03-05 (No data)
    2018-02-26 (No data)
    2018-02-19 (No data)
    2018-02-12 (No data)
    2018-02-05 (No data)
    2018-01-29 EW05-2018-UTAustin_edm.csv 2020-03-12 03:33:38 UTC 2020-03-12 12:00:00 UTC
    2018-01-22 EW04-2018-UTAustin_edm.csv 2020-03-12 03:33:37 UTC 2020-03-12 12:00:00 UTC
    2018-01-15 EW03-2018-UTAustin_edm.csv 2020-03-12 03:33:36 UTC 2020-03-12 12:00:00 UTC
    2018-01-08 EW02-2018-UTAustin_edm.csv 2020-03-12 03:33:35 UTC 2020-03-12 12:00:00 UTC
    2018-01-01 EW01-2018-UTAustin_edm.csv 2020-03-12 03:33:34 UTC 2020-03-12 12:00:00 UTC
    2017-12-25 EW52-2017-UTAustin_edm.csv 2020-03-12 03:33:33 UTC 2020-03-12 12:00:00 UTC
    2017-12-18 EW51-2017-UTAustin_edm.csv 2020-03-12 03:33:32 UTC 2020-03-12 12:00:00 UTC
    2017-12-11 EW50-2017-UTAustin_edm.csv 2020-03-12 03:33:31 UTC 2020-03-12 12:00:00 UTC
    2017-12-04 EW49-2017-UTAustin_edm.csv 2020-03-12 03:33:29 UTC 2020-03-12 12:00:00 UTC
    2017-11-27 EW48-2017-UTAustin_edm.csv 2020-03-12 03:33:28 UTC 2020-03-12 12:00:00 UTC
    2017-11-20 EW47-2017-UTAustin_edm.csv 2020-03-12 03:33:27 UTC 2020-03-12 12:00:00 UTC
    2017-11-13 EW46-2017-UTAustin_edm.csv 2020-03-12 03:33:26 UTC 2020-03-12 12:00:00 UTC
    2017-11-06 EW45-2017-UTAustin_edm.csv 2020-03-12 03:33:25 UTC 2020-03-12 12:00:00 UTC
    2017-10-30 EW44-2017-UTAustin_edm.csv 2020-03-12 03:33:24 UTC 2020-03-12 12:00:00 UTC
    2017-10-23 EW43-2017-UTAustin_edm.csv 2020-03-12 03:33:23 UTC 2020-03-12 12:00:00 UTC