Advancing predictive modeling in archaeology: An evaluation of regression and machine learning methods on the Grand Staircase-Escalante National Monument

Using the Maximal Entropy Modeling Approach to Analyze the Evolution of Sedentary Agricultural Societies in Northeast China

(2020) Ido Wachtel et al.   Entropy

Decomposing Habitat Suitability Across the Forager to Farmer Transition

(2020) Kenneth B. Vernon et al.   ENVIRONMENTAL ARCHAEOLOGY

Geostatistical analysis of historical contingency and land use footprints in the prehistoric settlement dynamics of the South Carolina Piedmont, North America

(2019) Michael R. Coughlan et al.   JOURNAL OF ARCHAEOLOGICAL SCIENCE

Predictive modeling for archaeological site locations: Comparing logistic regression and maximal entropy in north Israel and north-east China

(2018) Ido Wachtel et al.   JOURNAL OF ARCHAEOLOGICAL SCIENCE

Points of Significance: Statistics versus machine learning

(2018) Danilo Bzdok et al.   NATURE METHODS

The urban geoarchaeology of Benevento, Southern Italy: Evaluating archaeological potential

(2017) Vincenzo Amato et al.   GEOARCHAEOLOGY-AN INTERNATIONAL JOURNAL

Paintings predict the distribution of species, or the challenge of selecting environmental predictors and evaluation statistics

(2017) Yoan Fourcade et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Behavioral ecology and the future of archaeological science

(2015) Brian F. Codding et al.   JOURNAL OF ARCHAEOLOGICAL SCIENCE

Spatiotemporal distribution of Holocene populations in North America

(2015) Michelle A. Chaput et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Point process models for presence-only analysis

(2015) Ian W. Renner et al.   Methods in Ecology and Evolution

Grand challenges for archaeology

(2014) K. W. Kintigh et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Finite-sample equivalence in statistical models for presence-only data

(2013) William Fithian et al.   Annals of Applied Statistics

Environmental productivity predicts migration, demographic, and linguistic patterns in prehistoric California

(2013) Brian F. Codding et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Collinearity: a review of methods to deal with it and a simulation study evaluating their performance

(2012) Carsten F. Dormann et al.   ECOGRAPHY

Selecting pseudo-absences for species distribution models: how, where and how many?

(2012) Morgane Barbet-Massin et al.   Methods in Ecology and Evolution

Assessing the Geographic Representativeness of Genebank Collections: the Case of Bolivian Wild Potatoes

(2010) R. J. Hijmans et al.   CONSERVATION BIOLOGY

A statistical explanation of MaxEnt for ecologists

(2010) Jane Elith et al.   DIVERSITY AND DISTRIBUTIONS

The HYDE 3.1 spatially explicit database of human-induced global land-use change over the past 12,000 years

(2010) Kees Klein Goldewijk et al.   GLOBAL ECOLOGY AND BIOGEOGRAPHY

Do they? How do they? WHY do they differ? On finding reasons for differing performances of species distribution models

(2009) Jane Elith et al.   ECOGRAPHY

Selecting pseudo-absence data for presence-only distribution modeling: How far should you stray from what you know?

(2009) Jeremy VanDerWal et al.   ECOLOGICAL MODELLING

Rethinking receiver operating characteristic analysis applications in ecological niche modeling

(2008) A. Townsend Peterson et al.   ECOLOGICAL MODELLING

Reconstructing prehistoric hunter–gatherer foraging radii: a case study from California's southern Sierra Nevada

(2007) Christopher Morgan   JOURNAL OF ARCHAEOLOGICAL SCIENCE