Application of a new dietary pattern analysis method in nutritional epidemiology

F Zhang, TM Tapera, J Gou - BMC medical research methodology, 2018 - Springer
… and promising statistical method to derive dietary patterns predictive of diseases or health
… applied to identify and examine dietary patterns predictive of health outcomes. Hence, our …

Advances in dietary pattern analysis in nutritional epidemiology

CA Schulz, K Oluwagbemigun, U Nöthlings - European journal of nutrition, 2021 - Springer
dietary data and on the statistical methods to be applied. The … strategic thoughts into dietary
pattern analysis. Particularly, … approaches to derive DPs, and highlight their uses, peculiarities…

A review of statistical methods for dietary pattern analysis

J Zhao, Z Li, Q Gao, H Zhao, S Chen, L Huang… - Nutrition journal, 2021 - Springer
… of nutritional epidemiology has gradually shifted from single nutrients to dietary patterns,
focusing on features of the entire diet [1]… applying this method to the analysis of dietary patterns. …

[PDF][PDF] Application of Pattern Recognition Methods to Identify Dietary Patterns in Longitudinal Studies: A Novel approach in Nutritional Epidemiology

S Serahati - 2020 - harvest.usask.ca
… The application of each statistical method depends on the aim of the study. Posteriori dietary
patterns do not always introduce dietary patternspatterns (9,26). Section 3.2 discussed the …

[HTML][HTML] Perspective: Big data and machine learning could help advance nutritional epidemiology

JD Morgenstern, LC Rosella, AP Costa… - … in Nutrition, 2021 - Elsevier
dietary pattern methods may not integrate sufficient dietary … , making the use of traditional
statistical methods difficult (8). … provided for in classical statistical analysis. The specific size of …

Dietary patterns

SA McNaughton - Present knowledge in nutrition, 2020 - Elsevier
nutritional epidemiology for dietary patterns. Since that time, … the applications and use of
dietary patterns evidence and … Cluster analysis is a statistical method that aims to describe …

[HTML][HTML] Dietary assessment methods in epidemiological research: current state of the art and future prospects

A Naska, A Lagiou, P Lagiou - F1000Research, 2017 - ncbi.nlm.nih.gov
… expression profile among individuals following different dietary patterns; and in lipidomics, …
For these reasons, the use of a biomarker in nutritional epidemiology should be preceded …

[HTML][HTML] A systematic review of the methods used to assess and report dietary patterns

K Wingrove, MA Lawrence, SA McNaughton - Frontiers in Nutrition, 2022 - frontiersin.org
… the application and reporting of dietary pattern assessment … In the two studies that used CA,
the same statistical method … observational studies in nutritional epidemiology were published …

Different statistical methods identify similar population-specific dietary patterns: an analysis of Longitudinal Study of Adult Health (ELSA-Brasil)

M de Almeida Alves, MCB Molina… - … Journal of Nutrition, 2022 - cambridge.org
… to apply three statistical methods to identify the DP of the Longitudinal Study of Adult Health
(… TT has been recently applied in nutritional epidemiology to identify DP as a method that …

[PDF][PDF] Nutritional epidemiology: new insights for meal analysis

C Schwedhelm Ramirez - 2018 - depositonce.tu-berlin.de
… Various statistical methods are available for this purpose. A … Habitual diet is currently used
to derive most dietary patternsdietary intake at the meal-level requires that we use specific …