Unlocking Microbial Insights: Statistical Analysis and Inference of Complex Microbiome Data

Ib Thorsgaard Jensen

Unlocking Microbial Insights: Statistical Analysis and Inference of Complex Microbiome Data

Ib Thorsgaard Jensen^*

^*Corresponding author af dette arbejde

Institut for Molekylærbiologi og Genetik - Plantemolekylærbiologi

Publikation: Bog/antologi/afhandling/rapport › Ph.d.-afhandling

Originalsprog	Engelsk

Forlag	Århus Universitet
Status	Udgivet - okt. 2023

Emneord

mikrobiomer
Statistical analyses
differential abundance analysis
Cross-correlation analysis
SEQUENCING DATA
simulation study
plant nitrogen accumulation
compositional data
Compositional data analysis (CoDA)
inference
hypothesis testing
prediction algorithms
machine learning

Citationsformater

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title = "Unlocking Microbial Insights: Statistical Analysis and Inference of Complex Microbiome Data",

keywords = "mikrobiomer, Statistical analyses, differential abundance analysis, Cross-correlation analysis, SEQUENCING DATA, simulation study, plant nitrogen accumulation, compositional data, Compositional data analysis (CoDA), inference, hypothesis testing, prediction algorithms, machine learning",

author = "{Thorsgaard Jensen}, Ib",

year = "2023",

month = oct,

language = "English",

publisher = "{\AA}rhus Universitet",

}

TY - BOOK

T1 - Unlocking Microbial Insights: Statistical Analysis and Inference of Complex Microbiome Data

AU - Thorsgaard Jensen, Ib

PY - 2023/10

Y1 - 2023/10

KW - mikrobiomer

KW - Statistical analyses

KW - differential abundance analysis

KW - Cross-correlation analysis

KW - SEQUENCING DATA

KW - simulation study

KW - plant nitrogen accumulation

KW - compositional data

KW - Compositional data analysis (CoDA)

KW - inference

KW - hypothesis testing

KW - prediction algorithms

KW - machine learning

M3 - Ph.D. thesis

BT - Unlocking Microbial Insights: Statistical Analysis and Inference of Complex Microbiome Data

PB - Århus Universitet

ER -