Model: UMass-Amherst - UMass-gbq

    Name: gbq
    Abbreviation: UMass-gbq
    Owner: covid19hub
    Team name: UMass-Amherst
    Description: Gradient boosting for the median, followed by conformal prediction to get quantiles
    Contributors: Serena Wang, Evan Ray <elray@umass.edu>
    License: Creative Commons Attribution 4.0
    Notes: secondary
    Citation: Missing
    Methods: Bagged gradient boosting is used to obtain a predictive median. Features include the day of week, location, population, and summaries of time series behavior. Quantiles are obtained via a procedure similar to split conformal prediction, where quantiles of the out-of-bag residuals are added to the point predictions obtained from gradient boosting.
    Home: https://github.com/reichlab/covid-hosp-models
    Auxiliary data: Missing

    Forecasts (73)

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    2022-09-25 (No data)
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    2022-11-06 (No data)
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    2022-11-19 (No data)
    2022-11-21 (No data)
    2022-11-20 (No data)
    2022-11-27 2022-11-27-UMass-gbq.csv 2022-11-29 00:36:36 UTC 2022-11-29 00:36:36 UTC
    2022-11-26 (No data)
    2022-11-28 (No data)
    2022-12-04 2022-12-04-UMass-gbq.csv 2022-12-05 18:44:53 UTC 2022-12-05 18:44:53 UTC
    2022-12-03 (No data)
    2022-12-05 (No data)
    2022-12-11 (No data)
    2022-12-10 (No data)
    2022-12-12 2022-12-12-UMass-gbq.csv 2022-12-13 00:40:44 UTC 2022-12-13 00:40:44 UTC
    2022-12-16 (No data)
    2022-12-18 (No data)
    2022-12-17 (No data)
    2022-12-19 2022-12-19-UMass-gbq.csv 2022-12-19 18:39:31 UTC 2022-12-19 18:39:31 UTC
    2022-12-25 (No data)
    2022-12-26 2022-12-26-UMass-gbq.csv 2022-12-26 18:35:15 UTC 2022-12-26 18:35:15 UTC
    2022-12-24 (No data)
    2023-01-01 2023-01-01-UMass-gbq.csv 2023-01-02 18:49:40 UTC 2023-01-02 18:49:40 UTC
    2022-12-31 (No data)
    2023-01-02 (No data)
    2023-01-03 (No data)
    2023-01-08 (No data)
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    2023-01-09 2023-01-09-UMass-gbq.csv 2023-01-12 00:37:00 UTC 2023-01-12 00:37:00 UTC
    2023-01-15 (No data)
    2023-01-14 (No data)
    2023-01-16 2023-01-16-UMass-gbq.csv 2023-01-17 00:49:03 UTC 2023-01-17 00:49:03 UTC
    2023-01-22 (No data)
    2023-01-23 2023-01-23-UMass-gbq.csv 2023-01-24 00:44:27 UTC 2023-01-24 00:44:27 UTC
    2023-01-21 (No data)
    2023-01-29 (No data)
    2023-01-28 (No data)
    2023-01-30 2023-01-30-UMass-gbq.csv 2023-01-31 00:49:36 UTC 2023-01-31 00:49:36 UTC
    2023-02-05 (No data)
    2023-02-06 2023-02-06-UMass-gbq.csv 2023-02-06 18:35:50 UTC 2023-02-06 18:35:50 UTC
    2023-02-04 (No data)
    2023-02-12 (No data)
    2023-02-11 (No data)
    2023-02-13 2023-02-13-UMass-gbq.csv 2023-02-13 18:40:38 UTC 2023-02-13 18:40:38 UTC
    2023-02-19 (No data)
    2023-02-18 (No data)
    2023-02-20 2023-02-20-UMass-gbq.csv 2023-02-20 18:46:02 UTC 2023-02-20 18:46:02 UTC
    2023-02-26 (No data)
    2023-02-25 (No data)
    2023-02-27 2023-02-27-UMass-gbq.csv 2023-02-27 18:36:35 UTC 2023-02-27 18:36:35 UTC
    2023-03-05 (No data)
    2023-03-04 (No data)
    2023-03-06 2023-03-06-UMass-gbq.csv 2023-03-06 18:32:42 UTC 2023-03-06 18:32:42 UTC
    2023-03-11 (No data)
    2023-03-12 2023-03-12-UMass-gbq.csv 2023-03-13 00:38:16 UTC 2023-03-13 00:38:16 UTC
    2023-03-13 (No data)
    2023-03-18 (No data)
    2023-03-19 (No data)
    2023-03-20 2023-03-20-UMass-gbq.csv 2023-03-20 18:37:30 UTC 2023-03-20 18:37:30 UTC
    2023-03-27 2023-03-27-UMass-gbq.csv 2023-03-27 18:37:12 UTC 2023-03-27 18:37:12 UTC
    2023-03-26 (No data)
    2023-04-01 (No data)
    2023-04-10 2023-04-10-UMass-gbq.csv 2023-04-11 00:37:46 UTC 2023-04-11 00:37:46 UTC
    2023-04-03 2023-04-03-UMass-gbq.csv 2023-04-10 14:47:02 UTC 2023-04-10 14:47:02 UTC
    2023-04-02 (No data)
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    2023-04-15 (No data)
    2023-04-16 (No data)
    2023-04-17 2023-04-17-UMass-gbq.csv 2023-04-17 18:40:54 UTC 2023-04-17 18:40:54 UTC
    2023-04-22 (No data)
    2023-04-24 2023-04-24-UMass-gbq.csv 2023-04-24 18:44:28 UTC 2023-04-24 18:44:28 UTC
    2023-04-23 (No data)
    2023-04-29 (No data)
    2023-05-01 2023-05-01-UMass-gbq.csv 2023-05-02 00:43:52 UTC 2023-05-02 00:43:52 UTC
    2023-04-30 (No data)
    2023-05-07 (No data)
    2023-05-08 2023-05-08-UMass-gbq.csv 2023-05-08 18:53:17 UTC 2023-05-08 18:53:17 UTC
    2023-05-13 (No data)
    2023-05-15 2023-05-15-UMass-gbq.csv 2023-05-16 00:48:58 UTC 2023-05-16 00:48:58 UTC
    2023-05-14 (No data)
    2023-05-20 (No data)
    2023-05-22 2023-05-22-UMass-gbq.csv 2023-05-22 18:44:03 UTC 2023-05-22 18:44:03 UTC
    2023-05-21 (No data)
    2023-05-27 (No data)
    2023-05-29 (No data)
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    2023-06-03 (No data)
    2023-06-05 2023-06-05-UMass-gbq.csv 2023-06-05 18:47:30 UTC 2023-06-05 18:47:30 UTC
    2023-06-10 (No data)
    2023-06-12 2023-06-12-UMass-gbq.csv 2023-06-12 18:52:59 UTC 2023-06-12 18:52:59 UTC
    2023-06-11 (No data)
    2023-06-18 (No data)
    2023-06-19 (No data)
    2023-06-26 2023-06-26-UMass-gbq.csv 2023-06-27 00:51:46 UTC 2023-06-27 00:51:46 UTC
    2023-06-25 (No data)
    2023-07-03 2023-07-03-UMass-gbq.csv 2023-07-03 18:46:16 UTC 2023-07-03 18:46:16 UTC
    2023-07-10 2023-07-10-UMass-gbq.csv 2023-07-10 18:43:09 UTC 2023-07-10 18:43:09 UTC
    2023-07-17 2023-07-17-UMass-gbq.csv 2023-07-17 18:51:43 UTC 2023-07-17 18:51:43 UTC
    2023-07-16 (No data)
    2023-07-24 2023-07-24-UMass-gbq.csv 2023-07-24 18:49:36 UTC 2023-07-24 18:49:36 UTC 1 of 2
    2023-07-24 2023-07-24-UMass-gbq.csv 2023-07-26 00:57:09 UTC 2023-07-26 00:57:09 UTC 2 of 2
    2023-07-31 2023-07-31-UMass-gbq.csv 2023-07-31 18:57:39 UTC 2023-07-31 18:57:39 UTC
    2023-08-07 2023-08-07-UMass-gbq.csv 2023-08-07 18:46:07 UTC 2023-08-07 18:46:07 UTC
    2023-08-06 (No data)
    2023-08-14 2023-08-14-UMass-gbq.csv 2023-08-14 18:52:41 UTC 2023-08-14 18:52:41 UTC
    2023-08-13 (No data)
    2023-08-21 2023-08-21-UMass-gbq.csv 2023-08-21 18:53:39 UTC 2023-08-21 18:53:39 UTC
    2023-08-28 (No data)
    2023-08-27 2023-08-27-UMass-gbq.csv 2023-08-28 03:23:40 UTC 2023-08-28 03:23:40 UTC
    2023-09-04 2023-09-04-UMass-gbq.csv 2023-09-05 00:53:08 UTC 2023-09-05 00:53:08 UTC
    2023-09-11 2023-09-11-UMass-gbq.csv 2023-09-11 18:51:59 UTC 2023-09-11 18:51:59 UTC
    2023-09-10 (No data)
    2023-09-18 2023-09-18-UMass-gbq.csv 2023-09-19 00:52:45 UTC 2023-09-19 00:52:45 UTC
    2023-09-25 2023-09-25-UMass-gbq.csv 2023-09-25 18:48:54 UTC 2023-09-25 18:48:54 UTC
    2023-10-02 2023-10-02-UMass-gbq.csv 2023-10-02 18:57:51 UTC 2023-10-02 18:57:51 UTC
    2023-10-01 (No data)
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    2023-10-09 2023-10-09-UMass-gbq.csv 2023-10-18 19:00:39 UTC 2023-10-18 19:00:39 UTC
    2023-10-16 2023-10-16-UMass-gbq.csv 2023-10-18 19:00:50 UTC 2023-10-18 19:00:50 UTC
    2023-10-23 2023-10-23-UMass-gbq.csv 2023-10-23 18:47:06 UTC 2023-10-23 18:47:06 UTC
    2023-10-30 2023-10-30-UMass-gbq.csv 2023-10-31 00:52:28 UTC 2023-10-31 00:52:28 UTC
    2023-10-29 (No data)
    2023-11-06 2023-11-06-UMass-gbq.csv 2023-11-06 18:57:23 UTC 2023-11-06 18:57:23 UTC
    2023-11-05 (No data)
    2023-11-13 2023-11-13-UMass-gbq.csv 2023-11-13 18:49:27 UTC 2023-11-13 18:49:27 UTC
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    2023-11-20 2023-11-20-UMass-gbq.csv 2023-11-20 18:49:17 UTC 2023-11-20 18:49:17 UTC
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    2023-11-27 2023-11-27-UMass-gbq.csv 2023-11-27 18:47:43 UTC 2023-11-27 18:47:43 UTC
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    2023-12-04 2023-12-04-UMass-gbq.csv 2023-12-04 18:43:18 UTC 2023-12-04 18:43:18 UTC
    2023-12-03 (No data)
    2023-12-11 2023-12-11-UMass-gbq.csv 2023-12-11 18:43:11 UTC 2023-12-11 18:43:11 UTC
    2023-12-10 (No data)
    2023-12-18 2023-12-18-UMass-gbq.csv 2023-12-18 18:47:50 UTC 2023-12-18 18:47:50 UTC
    2023-12-17 (No data)
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    2024-01-01 (No data)
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    2024-01-02 2024-01-02-UMass-gbq.csv 2024-01-03 00:51:25 UTC 2024-01-03 00:51:25 UTC
    2024-01-08 2024-01-08-UMass-gbq.csv 2024-01-08 18:52:49 UTC 2024-01-08 18:52:49 UTC
    2024-01-07 (No data)
    2024-01-15 2024-01-15-UMass-gbq.csv 2024-01-15 18:49:30 UTC 2024-01-15 18:49:30 UTC
    2024-01-14 (No data)
    2024-01-22 2024-01-22-UMass-gbq.csv 2024-01-22 18:49:29 UTC 2024-01-22 18:49:29 UTC
    2024-01-21 (No data)
    2024-01-29 2024-01-29-UMass-gbq.csv 2024-01-29 18:53:22 UTC 2024-01-29 18:53:22 UTC
    2024-01-28 (No data)
    2024-04-15 2024-04-15-UMass-gbq.csv 2024-05-03 14:57:07 UTC 2024-05-03 14:57:07 UTC
    2024-04-01 2024-04-01-UMass-gbq.csv 2024-05-03 14:56:46 UTC 2024-05-03 14:56:46 UTC
    2024-02-12 2024-02-12-UMass-gbq.csv 2024-05-03 14:56:05 UTC 2024-05-03 14:56:05 UTC
    2024-02-26 2024-02-26-UMass-gbq.csv 2024-05-03 14:55:24 UTC 2024-05-03 14:55:24 UTC
    2024-03-04 2024-03-04-UMass-gbq.csv 2024-05-03 14:56:37 UTC 2024-05-03 14:56:37 UTC
    2024-03-18 2024-03-18-UMass-gbq.csv 2024-05-03 14:55:34 UTC 2024-05-03 14:55:34 UTC
    2024-04-29 2024-04-29-UMass-gbq.csv 2024-05-03 14:55:01 UTC 2024-05-03 14:55:01 UTC
    2024-03-25 2024-03-25-UMass-gbq.csv 2024-05-03 14:55:44 UTC 2024-05-03 14:55:44 UTC
    2024-02-19 2024-02-19-UMass-gbq.csv 2024-05-03 14:56:56 UTC 2024-05-03 14:56:56 UTC
    2024-02-05 2024-02-05-UMass-gbq.csv 2024-05-03 14:55:54 UTC 2024-05-03 14:55:54 UTC
    2024-04-08 2024-04-08-UMass-gbq.csv 2024-05-03 14:56:15 UTC 2024-05-03 14:56:15 UTC
    2024-04-22 2024-04-22-UMass-gbq.csv 2024-05-03 14:56:27 UTC 2024-05-03 14:56:27 UTC
    2024-03-11 2024-03-11-UMass-gbq.csv 2024-05-03 14:55:14 UTC 2024-05-03 14:55:14 UTC
    2024-04-28 (No data)
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