Principal component analysis and factor analysis: Differences and similarities in nutritional epidemiology application

RO Santos, BM Gorgulho, MA Castro… - Revista Brasileira …, 2019 - SciELO Public Health
Introduction: Statistical methods such as Principal Component Analysis (PCA) and Factor
Analysis (FA) are increasingly popular in Nutritional Epidemiology studies. However …

Joint modeling the frequency and duration of accelerometer‐measured physical activity from a lifestyle intervention trial

J Siddique, MJ Daniels, G Inan, S Battalio… - Statistics in …, 2023 - Wiley Online Library
Physical activity (PA) guidelines recommend that PA be accumulated in bouts of 10 minutes
or more in duration. Recently, researchers have sought to better understand how …

Bayesian analysis of nonnegative data using dependency-extended two-part models

M Rodrigues-Motta, J Forkman - Journal of Agricultural, Biological and …, 2022 - Springer
This article is motivated by the challenge of analysing an agricultural field experiment with
observations that are positive on a continuous scale or zero. Such data can be analysed …

Zero-augmented beta-prime model for multilevel semi-continuous data: a Bayesian inference

N Kamyari, AR Soltanian, H Mahjub… - BMC Medical Research …, 2022 - Springer
Semi-continuous data characterized by an excessive proportion of zeros and right-skewed
continuous positive values appear frequently in medical research. One example would be …

A zero‐augmented generalized gamma regression calibration to adjust for covariate measurement error: A case of an episodically consumed dietary intake

GO Agogo - Biometrical Journal, 2017 - Wiley Online Library
Measurement error in exposure variables is a serious impediment in epidemiological
studies that relate exposures to health outcomes. In nutritional studies, interest could be in …

Difference and variance in nutrient intake by age for older adults living alone in Japan: Comparison of dietary reference intakes for the Japanese population

M Ishikawa, H Yokomichi, T Yokoyama - Nutrients, 2021 - mdpi.com
This study aimed to estimate the distribution of usual intakes in protein, sodium, potassium,
and calcium by age group and assessed whether proportions of deficiencies/excesses of …

Beta rectangular regression models to longitudinal data

VSO Ribeiro, JS Nobre, JRS dos Santos… - Brazilian Journal of …, 2021 - projecteuclid.org
Beta rectangular regression models to longitudinal data Page 1 Brazilian Journal of Probability
and Statistics 2021, Vol. 35, No. 4, 851–874 https://doi.org/10.1214/21-BJPS511 © Brazilian …

Evaluation of a two‐part regression calibration to adjust for dietary exposure measurement error in the Cox proportional hazards model: A simulation study

GO Agogo, H van der Voet, P Van't Veer… - Biometrical …, 2016 - Wiley Online Library
Dietary questionnaires are prone to measurement error, which bias the perceived
association between dietary intake and risk of disease. Short‐term measurements are …

[HTML][HTML] The Zero-Adjusted Log-Symmetric Distributions: Point and Intervalar Estimation

D Risco-Cosavalente, FJA Cysneiros - Anais da Academia Brasileira …, 2023 - SciELO Brasil
In this paper, a new class of semi-continuous distributions called zero-adjusted log-
symmetric is introduced and studied. Some properties and parameters estimation by …

Comparisons of zero‐augmented continuous regression models from a Bayesian perspective

T Ye, VH Lachos, X Wang, DK Dey - Statistics in Medicine, 2021 - Wiley Online Library
The two‐part model and the Tweedie model are two essential methods to analyze the
positive continuous and zero‐augmented responses. Compared with other continuous zero …