Supervised machine learning methods in psychology: A practical introduction with annotated R code

H Rosenbusch, F Soldner, AM Evans… - Social and …, 2021 - Wiley Online Library
Abstract Machine learning methods for prediction and pattern detection are increasingly
prevalent in psychological research. We provide an introductory overview of machine …

Probability and predictors of relapse to smoking: results of the National Epidemiologic Survey on Alcohol and Related Conditions (NESARC)

O García-Rodríguez, R Secades-Villa… - Drug and alcohol …, 2013 - Elsevier
Background The goal of this study was to estimate rates of relapse to smoking in the
community and to identify predictors of relapse. Methods Data were drawn from the Waves 1 …

The use of decision tree analysis for improving age estimation standards from the acetabulum

D Botha, M Steyn - Forensic Science International, 2022 - Elsevier
Accurate, reliable and easy-to-use statistical methods in multifactorial age estimation from
the skeleton remains a much-debated issue. In this paper, we explore the use of decision …

[HTML][HTML] Violência contra mulheres em diferentes estágios do ciclo de vida no Brasil: um estudo exploratório

ÍM Bernardino, KGN Barbosa, LM Nóbrega… - Revista Brasileira de …, 2016 - SciELO Brasil
Objetivo: Descrever o perfil da violência contra mulheres em diferentes ciclos de vida, de
acordo com as características sociodemográficas das vítimas e dos agressores. Métodos …

[HTML][HTML] Determination of seroprevalence of contagious caprine pleuropneumonia and associated risk factors in goats and sheep using classification and regression …

A Selim, A Megahed, S Kandeel, AD Alanazi… - Animals, 2021 - mdpi.com
Simple Summary The seroprevalence of contagious caprine pleuropneumonia in goats and
sheep was determined and the associated risk factors were identified using the …

Pattern of oral‐maxillofacial trauma from violence against women and its associated factors

LM da Nóbrega, ÍM Bernardino… - Dental …, 2017 - Wiley Online Library
Abstract Background/Aim Violence against women is a global public health problem. The
aim of this study was to characterize the profile of women victims of violence and identify …

Bridging the healthcare access divide: a strategic planning model for rural telemedicine network

R Ishfaq, U Raja - Decision Sciences, 2015 - Wiley Online Library
Balancing access to healthcare and sustaining operational efficiency is a major issue in
strategic planning of rural healthcare delivery systems. In this regard, telemedicine is being …

[HTML][HTML] Prediction and diagnosis of non-alcoholic fatty liver disease (NAFLD) and identification of its associated factors using the classification tree method

M Birjandi, SMT Ayatollahi, S Pourahmad… - Iranian Red Crescent …, 2016 - ncbi.nlm.nih.gov
Background Non-alcoholic fatty liver disease (NAFLD) is the most common form of liver
disease in many parts of the world. Objectives The aim of the present study was to identify …

Are tobacco dependence and withdrawal related amongst heavy smokers? Relevance to conceptualizations of dependence.

TB Baker, ME Piper, TR Schlam, JW Cook… - Journal of Abnormal …, 2012 - psycnet.apa.org
Measured tobacco dependence is typically only modestly related to tobacco withdrawal
severity among regular smokers making a quit attempt. The weak association between …

Risk Factors Predicting Infectious Lactational Mastitis: Decision Tree Approach versus Logistic Regression Analysis

L Fernández, P Mediano, R García… - Maternal and child …, 2016 - Springer
Objectives Lactational mastitis frequently leads to a premature abandonment of
breastfeeding; its development has been associated with several risk factors. This study …