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: NLR › 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
Publisher	National Laboratory of the Rockies (NLR)
State	Published - 2015

NLR Publication Number

NREL/PO-6A20-65091

Keywords

data mining
geospatial
nonparametric testing
spatiotemporal
statistics

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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.",

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

year = "2015",

language = "American English",

publisher = "National Laboratory of the Rockies (NLR)",

address = "United States",

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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

PB - National Laboratory of the Rockies (NLR)

ER -

Distributed Statistical Computation for Comparing Massive Spatiotemporal Datasets

Abstract

NLR Publication Number

Keywords

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