← Back to Conceptsmethodological

multicollinearity

Scope: methodological
Papers: 3 | Mentions: 3

Local Knowledge Graph (38 entities)

Loading graph...

Knowledge graph centered on multicollinearity with 38 nodes and 121 connections. Top connected: plant-pollinator mutualism, elevational gradients, pollinator foraging behavior, leaf water content, floral visitation rate.

Definition

Statistical phenomenon where predictor variables are correlated, potentially masking individual effects in regression analysis

Related Terms (1)

VIF

Publications (3)

article

Interpretable ensemble learning unveils main aerosol optical properties in predicting cloud condensation nuclei number concentration

2025NPJ Climate and Atmospheric Sciencecontext
article

Decomposing an elevational gradient in predation by insectivorous birds

2024Ecosphereframework
thesis

The effects of mine disturbance and contamination on pollination of subalpine wildflowers

2009context

Related Concepts (10)

Heavy-metal contamination

phenomenon3 shared papers

aerosol-cloud interactions

process3 shared papers

atmospheric boundary layer

phenomenon2 shared papers

cloud optical thickness

measurement2 shared papers

particle size distribution

measurement2 shared papers

floral abundance

measurement1 shared paper

floral visitation rate

measurement1 shared paper

spatiotemporal variability

phenomenon1 shared paper

predation bioassay

measurement1 shared paper

elevational gradients

framework1 shared paper

Frequently Associated Species

Delphinium nuttallianum

Ranunculaceae2 papers

Fragaria X ananassa

Rosaceae2 papers

Lupinus

Fabaceae1 paper

Lupinus argenteus

Fabaceae1 paper

Thlaspi

Brassicaceae1 paper

Picea engelmannii

Pinaceae1 paper

Aconitum columbianum

Ranunculaceae1 paper

Fragaria virginiana

Rosaceae1 paper

Mimulus guttatus

Phrymaceae1 paper

Noccaea fendleri ssp. glauca

Brassicaceae1 paper