Potential PCA interpretation problems for volatility smile dynamics [PDF]
Principal Component Analysis (PCA) is a common procedure for the analysis of financial market data, such as implied volatility smiles or interest rate curves.
Reiswich, Dimitri, Tompkins, Robert
core
On the Eigenspectrum of the Gram matrix and the generalisation error of kernel PCA
In this paper we analyze the relationships between the eigenvalues of the m x m Gram matrix K for a kernel k(.,.) corresponding to a sample x1,...,xm drawn from a density p(x) and the eigenvalues of the corresponding continuous eigenproblem. We bound the
Shawe-Taylor, John +3 more
core +1 more source
A least squares approach to Principal Component Analysis for interval valued data [PDF]
Principal Component Analysis (PCA) is a well known technique the aim of which is to synthesize huge amounts of numerical data by means of a low number of unobserved variables, called components.
D'Urso, Pierpaolo, Giordani, Paolo
core
Comprehensive identification of FoxO signaling as a promising prognostic and immunotherapeutic biomarker in glioma. [PDF]
Wen Y +7 more
europepmc +1 more source
Effects of Protocatechuic Acid on Endothelial Function and HDL Functionality in Hypercholesterolemic Subjects: A Randomized Double-Blind Placebo-Controlled Trial. [PDF]
Chen G +5 more
europepmc +1 more source
Lipoprotein(a) and Prostate Cancer: A Systematic Review of Observational, Genetic and Mendelian Randomization Evidence. [PDF]
Kisiała M +12 more
europepmc +1 more source
Does active surveillance prior to radical prostatectomy increase the risk of adverse pathological findings or postoperative prostate cancer treatment? [PDF]
Hannestad I +4 more
europepmc +1 more source
Targeting the Androgen Receptor and Associated Cofactors in Prostate Cancer: Novel Approaches and Future Perspectives. [PDF]
Dziubańska-Kusibab PJ +2 more
europepmc +1 more source
Gut-prostate axis in prostate cancer: microbiome signatures, mechanistic insights, and therapeutic opportunities. [PDF]
Wang K, Tang Q, Fan W, Su Q.
europepmc +1 more source
High-Performance Bio-Based Epoxy Vitrimers and Composites: Synergizing Robustness and Reprocessability via Fractional Free Volume Regulation. [PDF]
Dong K, Zhao D, Zhao C.
europepmc +1 more source

