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  • An example data set for exploration of Multiple Linear Regression

    Metadata Updated: September 6, 2023

    This data set contains example data for exploration of the theory of regression based regionalization. The 90th percentile of annual maximum streamflow is provided as an example response variable for 293 streamgages in the conterminous United States. Several explanatory variables are drawn from the GAGES-II data base in order to demonstrate how multiple linear regression is applied. Example scripts demonstrate how to collect the original streamflow data provided and how to recreate the figures from the associated Techniques and Methods chapter.

    Access & Use Information

    Public: This dataset is intended for public access and use. License: No license information was provided. If this work was prepared by an officer or employee of the United States government as part of that person's official duties it is considered a U.S. Government Work.

    Downloads & Resources

    Dates

    Metadata Created Date June 1, 2023
    Metadata Updated Date September 6, 2023

    Metadata Source

    Harvested from DOI EDI

    Additional Metadata

    Resource Type Dataset
    Metadata Created Date June 1, 2023
    Metadata Updated Date September 6, 2023
    Publisher U.S. Geological Survey
    Maintainer
    Identifier USGS:5ba90b60e4b08583a5ca04a3
    Data Last Modified 20200826
    Category geospatial
    Public Access Level public
    Bureau Code 010:12
    Metadata Context https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld
    Metadata Catalog ID http://www.agency.gov/data.json
    Schema Version https://project-open-data.cio.gov/v1.1/schema
    Catalog Describedby https://project-open-data.cio.gov/v1.1/schema/catalog.json
    Harvest Object Id 7f9ccf9f-3cf6-4279-8ccb-cf050d8b0ed6
    Harvest Source Id 52bfcc16-6e15-478f-809a-b1bc76f1aeda
    Harvest Source Title DOI EDI
    Metadata Type geospatial
    Old Spatial -125.001,24.95,-66.933,49.59
    Publisher Hierarchy White House > U.S. Department of the Interior > U.S. Geological Survey
    Source Datajson Identifier True
    Source Hash fad04c5c75e0dab72e29342f2c85832e455eb7d9e0b8867fa812d7f3d3395a59
    Source Schema Version 1.1
    Spatial {"type": "Polygon", "coordinates": -125.001, 24.95, -125.001, 49.59, -66.933, 49.59, -66.933, 24.95, -125.001, 24.95}

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