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Wiley Interdisciplinary Reviews: Computational Statistics, ISSN 1939-5108, 07/2010, Volume 2, Issue 4, pp. 433 - 459
Journal Article
1991, Wiley series in probability and mathematical statistics. Applied probability and statistics., ISBN 9780471622673
eBook
Nature Physics, ISSN 1745-2473, 2014, Volume 10, Issue 9, pp. 631 - 633
The usual way to reveal properties of an unknown quantum state, given many copies of a system in that state, is to perform measurements of different... 
PHYSICS, MULTIDISCIPLINARY | MATRICES | ALGORITHMS | Principal components analysis | Quantum physics | Algorithms | Eigenvalues | Tomography | Data processing | Eigenvectors | Transformations | Density | Principal component analysis | Physics - Quantum Physics
Journal Article
Journal of the Royal Statistical Society: Series B (Statistical Methodology), ISSN 1369-7412, 03/2015, Volume 77, Issue 2, pp. 319 - 348
Summary We address the problem of dimension reduction for time series of functional data (Xt:t∈Z). Such functional time series frequently arise, for example,... 
Functional time series | Dimension reduction | Functional spectral analysis | Frequency domain analysis | Functional data analysis | Karhunen–Loève expansion | Principal components | Karhunen-Loève expansion | TIME-SERIES | Karhunen-Loeve expansion | STATISTICS & PROBABILITY | MODEL | INFERENCE | Statistical analysis | Simulation | Time series | International
Journal Article
Journal of Applied Statistics, ISSN 0266-4763, 01/2018, Volume 45, Issue 1, pp. 83 - 99
Interpretation of principal components is difficult due to their weights (loadings, coefficients) being of various sizes. Whereas very small weights or very... 
fast moving goods industry | sensory data | principal components | Factor analysis | Hausmann weights | L-1 | PRINCIPAL-COMPONENTS | CENTROID METHOD | STATISTICS & PROBABILITY | SELECTION | Multivariate analysis | Economic models
Journal Article
1989, Sage university papers series. Quantitative applications in the social sciences, ISBN 0803930142, Volume no. 07-069, 96
Book
IEEE Transactions on Power Systems, ISSN 0885-8950, 05/2013, Volume 28, Issue 2, pp. 1747 - 1755
Journal Article
Journal Article
Journal of the American Statistical Association, ISSN 0162-1459, 03/2006, Volume 101, Issue 473, pp. 119 - 137
In regression problems where the number of predictors greatly exceeds the number of observations, conventional regression techniques may produce unsatisfactory... 
Regression | Survival analysis | Gene expression | Microarray | Datasets |