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
Background Dietary pattern analysis is a promising approach to understanding the complex
relationship between diet and health. While many statistical methods exist, the literature …
relationship between diet and health. While many statistical methods exist, the literature …
Analysis of microbial compositions: a review of normalization and differential abundance analysis
H Lin, SD Peddada - NPJ biofilms and microbiomes, 2020 - nature.com
Increasingly, researchers are discovering associations between microbiome and a wide
range of human diseases such as obesity, inflammatory bowel diseases, HIV, and so on …
range of human diseases such as obesity, inflammatory bowel diseases, HIV, and so on …
[图书][B] Modeling and analysis of compositional data
Modeling and Analysis of Compositional Data presents a practical and comprehensive
introduction to the analysis of compositional data along with numerous examples to illustrate …
introduction to the analysis of compositional data along with numerous examples to illustrate …
Compositional data analysis for physical activity, sedentary time and sleep research
D Dumuid, TE Stanford… - … methods in medical …, 2018 - journals.sagepub.com
The health effects of daily activity behaviours (physical activity, sedentary time and sleep)
are widely studied. While previous research has largely examined activity behaviours in …
are widely studied. While previous research has largely examined activity behaviours in …
Unifying the analysis of high-throughput sequencing datasets: characterizing RNA-seq, 16S rRNA gene sequencing and selective growth experiments by …
Background Experimental designs that take advantage of high-throughput sequencing to
generate datasets include RNA sequencing (RNA-seq), chromatin immunoprecipitation …
generate datasets include RNA sequencing (RNA-seq), chromatin immunoprecipitation …
Evolutionary trends in host physiology outweigh dietary niche in structuring primate gut microbiomes
Over the past decade several studies have reported that the gut microbiomes of mammals
with similar dietary niches exhibit similar compositional and functional traits. However, these …
with similar dietary niches exhibit similar compositional and functional traits. However, these …
Integrating sleep, sedentary behaviour, and physical activity research in the emerging field of time-use epidemiology: definitions, concepts, statistical methods …
INTEGRATING SLEEP, SEDENTARY BEHAVIOUR, AND PHYSICAL ACTIVITY
RESEARCH IN THE EMERGING FIELD OF TIME-USE EPIDEMIOLOGY: DEFINITIO Page 1 …
RESEARCH IN THE EMERGING FIELD OF TIME-USE EPIDEMIOLOGY: DEFINITIO Page 1 …
Compositional data analysis in time-use epidemiology: what, why, how
In recent years, the focus of activity behavior research has shifted away from univariate
paradigms (eg, physical activity, sedentary behavior and sleep) to a 24-h time-use paradigm …
paradigms (eg, physical activity, sedentary behavior and sleep) to a 24-h time-use paradigm …
ANOVA-like differential expression (ALDEx) analysis for mixed population RNA-Seq
AD Fernandes, JM Macklaim, TG Linn, G Reid… - PloS one, 2013 - journals.plos.org
Experimental variance is a major challenge when dealing with high-throughput sequencing
data. This variance has several sources: sampling replication, technical replication …
data. This variance has several sources: sampling replication, technical replication …
Compositional analysis: a valid approach to analyze microbiome high-throughput sequencing data
A workshop held at the 2015 annual meeting of the Canadian Society of Microbiologists
highlighted compositional data analysis methods and the importance of exploratory data …
highlighted compositional data analysis methods and the importance of exploratory data …