Springer series in statistics
The idea for this book came from the time the authors spent at the Statistics and Applied
Mathematical Sciences Institute (SAMSI) in Research Triangle Park in North Carolina …
Mathematical Sciences Institute (SAMSI) in Research Triangle Park in North Carolina …
Explaining microbial phenotypes on a genomic scale: GWAS for microbes
BE Dutilh, L Backus, RA Edwards… - Briefings in …, 2013 - academic.oup.com
There is an increasing availability of complete or draft genome sequences for microbial
organisms. These data form a potentially valuable resource for genotype–phenotype …
organisms. These data form a potentially valuable resource for genotype–phenotype …
[图书][B] Recursive partitioning and applications
H Zhang, BH Singer - 2010 - books.google.com
Multiple complex pathways, characterized by interrelated events and c-ditions, represent
routes to many illnesses, diseases, and ultimately death. Although there are substantial data …
routes to many illnesses, diseases, and ultimately death. Although there are substantial data …
[HTML][HTML] Mapping and validation of quantitative trait loci associated with concentrations of 16 elements in unmilled rice grain
Abstract Key Message QTLs controlling the concentrations elements in rice grain were
identified in two mapping populations. The QTLs were clustered such that most genomic …
identified in two mapping populations. The QTLs were clustered such that most genomic …
[HTML][HTML] A variational Bayes algorithm for fast and accurate multiple locus genome-wide association analysis
BA Logsdon, GE Hoffman, JG Mezey - BMC bioinformatics, 2010 - Springer
Background The success achieved by genome-wide association (GWA) studies in the
identification of candidate loci for complex diseases has been accompanied by an inability …
identification of candidate loci for complex diseases has been accompanied by an inability …
[HTML][HTML] Search for the smallest random forest
H Zhang, M Wang - Statistics and its Interface, 2009 - ncbi.nlm.nih.gov
Random forests have emerged as one of the most commonly used nonparametric statistical
methods in many scientific areas, particularly in analysis of high throughput genomic data. A …
methods in many scientific areas, particularly in analysis of high throughput genomic data. A …
Depression and anxiety among caregivers of psychiatric patients during the late stage of the COVID-19 pandemic: A perspective from network analysis
Background Depressive and anxiety symptoms (depression and anxiety hereafter) are
common among psychiatric patients and their caregivers during the COVID-19 pandemic …
common among psychiatric patients and their caregivers during the COVID-19 pandemic …
[HTML][HTML] New insights into the genetic control of gene expression using a Bayesian multi-tissue approach
The majority of expression quantitative trait locus (eQTL) studies have been carried out in
single tissues or cell types, using methods that ignore information shared across tissues …
single tissues or cell types, using methods that ignore information shared across tissues …
In situ‐crosslinked Zippersomes enhance cardiac repair by increasing accumulation and retention
NE Jasiewicz, KC Mei, HM Oh… - Bioengineering & …, 2024 - Wiley Online Library
Mesenchymal stem cell (MSC)‐derived extracellular vesicles (EVs) are a promising
treatment for myocardial infarction (MI), but their therapeutic efficacy is limited by inefficient …
treatment for myocardial infarction (MI), but their therapeutic efficacy is limited by inefficient …
[HTML][HTML] PUMA: a unified framework for penalized multiple regression analysis of GWAS data
GE Hoffman, BA Logsdon… - PLoS computational …, 2013 - journals.plos.org
Penalized Multiple Regression (PMR) can be used to discover novel disease associations in
GWAS datasets. In practice, proposed PMR methods have not been able to identify well …
GWAS datasets. In practice, proposed PMR methods have not been able to identify well …