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Hyperniche 2.30

HyperNiche is a software for nonparametric regression. The primary purpose is to provide a flexible tool for multiplicative habitat modeling – habitat models where the predictors are combined multiplicatively rather than additively. Nonparametric Multiplicative Regression (NPMR; McCune 2006) effectively represents species responses to multiple habitat factors. Factor interactions are accommodated automatically and the overall form of the response surface need not be specified in advance. With a built-in cross-validation procedure to reduce problems of overfitting, NPMR promises models that fit better and are more parsimonious than traditional methods.

Contacts and Location

CONTACT # 1
Name Dagmāra Čakstiņa
Phone 67034880
Usage AcademicEducationalCommercial⁄ProfessionalClassroomResearch
License type StandaloneNetwork
Version 2.30
Seats 1
Enquire Enquire about this software
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Organisational Unit University of Latvia
    Faculty of Biology
        Chair of Zoology and Animal Ecology - Latvia, Rīga

Description

HyperNiche is a software for nonparametric regression. The primary purpose is to provide a flexible tool for multiplicative habitat modeling – habitat models where the predictors are combined multiplicatively rather than additively. Nonparametric Multiplicative Regression (NPMR; McCune 2006) effectively represents species responses to multiple habitat factors. Factor interactions are accommodated automatically and the overall form of the response surface need not be specified in advance. With a built-in cross-validation procedure to reduce problems of overfitting, NPMR promises models that fit better and are more parsimonious than traditional methods.

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