GitHub

Species Distribution Modeling with BARTs

The course will introduce and demonstrate the use of Bayesian Additive Regression Tree (BART) methods for species distribution modeling (SDM) and other ecological applications. We will explain how ...
IEEE

Machine Learning with Spatial Context: Comparing Bayesian Geoadditive Regression Tree, Random Forest, and Gradient Boosting Machines for Gross Domestic Regional Product in ...

Abstract: This study aims to evaluate and compare the performance of five machine learning algorithms, namely Bayesian Additive Regression Trees (BART), Bayesian Geoadditive Regression Trees (BART ...
GitHub

Releases: ccc0714/Modeling-Global-CO2-Emissions-Using-Bayesian-Additive-Regression-Trees

You can create a release to package software, along with release notes and links to binary files, for other people to use. Learn more about releases in our docs.
BMJ

Risk factors for patellofemoral pain: a systematic review and meta-analysis

Background Patellofemoral pain (PFP) is a prevalent condition commencing at various points throughout life. We aimed to provide an evidence synthesis concerning predictive variables for PFP, to aid ...
Scientific Research Publishing

Wood, S.N. (2017) Generalised Additive Models: An Introduction with R. 2nd Edition, CRC Press.

ABSTRACT: This research evaluates the effect of monetary policy rate and exchange rate on inflation across continents using both Frequentist and Bayesian Generalized Additive Mixed Models (GAMMs).
Scientific Research Publishing

Gelman, A., Carlin, J.B., Stern, H.S., Dunson, D.B., Vehtari, A. and Rubin, D.B. (2013) Bayesian Data Analysis. 3rd Edition, CRC Press.

ABSTRACT: This research evaluates the effect of monetary policy rate and exchange rate on inflation across continents using both Frequentist and Bayesian Generalized Additive Mixed Models (GAMMs).