Gradient forests: calculating importance gradients on physical predictors

The behaviour of random forest permutation-based variable importance measures under predictor correlation

(2010) Kristin K Nicodemus et al.   BMC BIOINFORMATICS

Variable Importance Assessment in Regression: Linear Regression versus Random Forest

(2009) Ulrike Grömping   AMERICAN STATISTICIAN

Species Distribution Models: Ecological Explanation and Prediction Across Space and Time

(2009) Jane Elith et al.   Annual Review of Ecology Evolution and Systematics

A Partially Linear Tree-based Regression Model for Multivariate Outcomes

(2009) Kai Yu et al.   BIOMETRICS

New approaches to modelling fish–habitat relationships

(2009) Anders Knudby et al.   ECOLOGICAL MODELLING

Methods to quantify variable importance: implications for the analysis of noisy ecological data

(2009) Kim Murray et al.   ECOLOGY

Gradient modeling of conifer species using random forests

(2009) Jeffrey S. Evans et al.   LANDSCAPE ECOLOGY

Conditional Variable Importance for Random Forests

(2008) Carolin Strobl et al.   BMC BIOINFORMATICS

Model-Based Recursive Partitioning

(2008) Achim Zeileis et al.   JOURNAL OF COMPUTATIONAL AND GRAPHICAL STATISTICS