Distributed Statistical Computation for Comparing Massive Spatiotemporal Datasets

Brian Bush; Daniel Getman; Daniel Inman; Ryan Elmore; David Biagioni

Distributed Statistical Computation for Comparing Massive Spatiotemporal Datasets

Brian Bush, Daniel Getman, Daniel Inman, Ryan Elmore, David Biagioni

Research output: NREL › Poster

Abstract

We illustrate the use of a computational framework for applying non-parametric statistical methods to the comparison of massive spatiotemporal datasets within a distributed computing environment.

Original language	American English
State	Published - 2015

NREL Publication Number

NREL/PO-6A20-65091

Keywords

data mining
geospatial
nonparametric testing
spatiotemporal
statistics

Access to Document

https://www.nrel.gov/docs/fy17osti/65091.pdf

Cite this

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title = "Distributed Statistical Computation for Comparing Massive Spatiotemporal Datasets",

abstract = "We illustrate the use of a computational framework for applying non-parametric statistical methods to the comparison of massive spatiotemporal datasets within a distributed computing environment.",

keywords = "data mining, geospatial, nonparametric testing, spatiotemporal, statistics",

author = "Brian Bush and Daniel Getman and Daniel Inman and Ryan Elmore and David Biagioni",

year = "2015",

language = "American English",

type = "Other",

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TY - GEN

T1 - Distributed Statistical Computation for Comparing Massive Spatiotemporal Datasets

AU - Bush, Brian

AU - Getman, Daniel

AU - Inman, Daniel

AU - Elmore, Ryan

AU - Biagioni, David

PY - 2015

Y1 - 2015

N2 - We illustrate the use of a computational framework for applying non-parametric statistical methods to the comparison of massive spatiotemporal datasets within a distributed computing environment.

AB - We illustrate the use of a computational framework for applying non-parametric statistical methods to the comparison of massive spatiotemporal datasets within a distributed computing environment.

KW - data mining

KW - geospatial

KW - nonparametric testing

KW - spatiotemporal

KW - statistics

M3 - Poster

ER -

Distributed Statistical Computation for Comparing Massive Spatiotemporal Datasets

Abstract

NREL Publication Number

Keywords

Access to Document

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Cite this