placed on these two axes. However, drawing the map is not the end. The theme for this time is, What do these axes mean? The axes obtained by PCA are calculated automatically. However, interpreting ...

Atlantic herring are subdivided into genetically differentiated subpopulations, despite being broadcast spawners that migrate between spawning and feeding grounds, providing opportunities for ...

Principal Component Analysis (PCA), which is used to summarize the information contained in a continuous (i.e, quantitative) multivariate data by reducing the dimensionality of the data without ...

Consider the standard linear model, $\mathbf{y} = \mathbf{X} ; \mathbf{\beta} + \mathbf{\epsilon}$ for $p$ predictors in a multiple regression. In this context, high ...

Key Laboratory of Geographic Information Science (Ministry of Education), School of Geographic Sciences, East China Normal University, Shanghai 200241, China Key Laboratory of Spatial-temporal Big ...

Due to the presence of genotype by environment interaction (GE), no crop cultivar performed the best in all regions. Therefore, the growing regions of a crop must be divided into sub-regions or ...

Genotype selection based on multiple traits is a key issue in plant breeding; it has been dependent on setting a subjective weight for each trait in index selection and a subjective truncation point ...

Datasets collected by high-throughput sequencing (HTS) of 16S rRNA gene amplimers, metagenomes or metatranscriptomes are commonplace and being used to study human disease states, ecological ...

Microarray technology provides insight into the transcriptional state of the cell, measuring RNA levels for thousands of genes at once. As such, it has become one of the workhorses of functional ...