The Application of Karhunen-Loeve, or Principal Component Analysis Method, to Study the Non-Linear Seismic Response of Structures
The theme of this paper is the presentation of a simple, but effective, analysis technique for non-linear time series data generated by complex phenomena. These methods are routinely used in many fields of scientific research, particularly in the natural sciences where complex field data is often layered with effects from many parameters.
Bibliographic Reference: EUR 19029 EN (1999), 44pp.
Availability: Available free of charge by Documentation Unit JRC Ispra (IT)
Record Number: 200011802 / Last updated on: 2001-06-12
Original language: en
Available languages: en