Books > Science & Mathematics > Mathematics > Probability & statistics
|
Buy Now
Robust Cluster Analysis and Variable Selection (Hardcover)
Loot Price: R4,582
Discovery Miles 45 820
|
|
Robust Cluster Analysis and Variable Selection (Hardcover)
Series: Chapman & Hall/CRC Monographs on Statistics and Applied Probability
Expected to ship within 12 - 17 working days
|
Clustering remains a vibrant area of research in statistics.
Although there are many books on this topic, there are relatively
few that are well founded in the theoretical aspects. In Robust
Cluster Analysis and Variable Selection, Gunter Ritter presents an
overview of the theory and applications of probabilistic clustering
and variable selection, synthesizing the key research results of
the last 50 years. The author focuses on the robust clustering
methods he found to be the most useful on simulated data and
real-time applications. The book provides clear guidance for the
varying needs of both applications, describing scenarios in which
accuracy and speed are the primary goals. Robust Cluster Analysis
and Variable Selection includes all of the important theoretical
details, and covers the key probabilistic models, robustness
issues, optimization algorithms, validation techniques, and
variable selection methods. The book illustrates the different
methods with simulated data and applies them to real-world data
sets that can be easily downloaded from the web. This provides you
with guidance in how to use clustering methods as well as
applicable procedures and algorithms without having to understand
their probabilistic fundamentals.
General
Imprint: |
Taylor & Francis
|
Country of origin: |
United States |
Series: |
Chapman & Hall/CRC Monographs on Statistics and Applied Probability |
Release date: |
September 2014 |
First published: |
2015 |
Authors: |
Gunter Ritter
|
Dimensions: |
254 x 178 x 28mm (L x W x T) |
Format: |
Hardcover
|
Pages: |
392 |
ISBN-13: |
978-1-4398-5796-0 |
Categories: |
Books >
Science & Mathematics >
Mathematics >
Probability & statistics
|
LSN: |
1-4398-5796-2 |
Barcode: |
9781439857960 |
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..
|
Email address subscribed successfully.
A activation email has been sent to you.
Please click the link in that email to activate your subscription.