Machining operation optimization improves the quality of the product, reduces cost,
enhances overall efficiency by reducing human error, and enables consistent and efficient …

Climate and weather constitute a typical example where high dimensional and complex
phenomena meet. The atmospheric system is the result of highly complex interactions …

Resting-state functional magnetic resonance imaging (MRI) has yielded seemingly
disparate insights into large-scale organization of the human brain. The brain's large-scale …

The viewpoint taken in much of this text is that PCA is mainly a descriptive tool with no need
for rigorous distributional or model assumptions. This implies that it can be used on a wide …

Orthogonally rotated principle component analysis (RPCA) of Northern Hemisphere 1-month
mean 700 mb heights is used to identify and describe the seasonality and persistence of the …

Climatology is, to a large degree, the study of the statistics of our climate. The powerful tools
of mathematical statistics therefore find wide application in climatological research. The …

Singular-spectrum analysis (SSA) is developed further, based on experience with
applications to geophysical time series. It is shown that SSA provides a crude but robust …

Recent research has pointed to a number of inherent disadvantages of unrotated principal
components and empirical orthogonal functions when these techniques are used to depict …

Relatively little is known about coherent vortices in the eastern South-Pacific along the
Peruvian coast, even with regard to basic facts about their frequency of occurrence …

North American Climate in CMIP5 Experiments: Part III: Assessment of Twenty-First-Century
Projections in: Journal of Climate Volume 27 Issue 6 (2014) Jump to Content Logo Logo Logo …