|
Books > Science & Mathematics > Mathematics > Probability & statistics
|
Buy Now
New Perspectives in Partial Least Squares and Related Methods (Hardcover, 2013 ed.)
Loot Price: R4,814
Discovery Miles 48 140
You Save: R1,132
(19%)
|
|
|
New Perspectives in Partial Least Squares and Related Methods (Hardcover, 2013 ed.)
Series: Springer Proceedings in Mathematics & Statistics, 56
Expected to ship within 10 - 15 working days
|
New Perspectives in Partial Least Squares and Related Methods
shares original, peer-reviewed research from presentations during
the 2012 partial least squares methods meeting (PLS 2012). This was
the 7th meeting in the series of PLS conferences and the first to
take place in the USA. PLS is an abbreviation for Partial Least
Squares and is also sometimes expanded as projection to latent
structures. This is an approach for modeling relations between data
matrices of different types of variables measured on the same set
of objects. The twenty-two papers in this volume, which include
three invited contributions from our keynote speakers, provide a
comprehensive overview of the current state of the most advanced
research related to PLS and related methods. Prominent scientists
from around the world took part in PLS 2012 and their contributions
covered the multiple dimensions of the partial least squares-based
methods. These exciting theoretical developments ranged from
partial least squares regression and correlation, component based
path modeling to regularized regression and subspace visualization.
In following the tradition of the six previous PLS meetings, these
contributions also included a large variety of PLS approaches such
as PLS metamodels, variable selection, sparse PLS regression,
distance based PLS, significance vs. reliability, and non-linear
PLS. Finally, these contributions applied PLS methods to data
originating from the traditional econometric/economic data to
genomics data, brain images, information systems, epidemiology, and
chemical spectroscopy. Such a broad and comprehensive volume will
also encourage new uses of PLS models in work by researchers and
students in many fields.
General
Is the information for this product incomplete, wrong or inappropriate?
Let us know about it.
Does this product have an incorrect or missing image?
Send us a new image.
Is this product missing categories?
Add more categories.
Review This Product
No reviews yet - be the first to create one!
|
You might also like..
|
Welcome to Loot.co.za!
Sign in / Register |Wishlists & Gift Vouchers |Help | Advanced search
(1)
