Compare Prices | Create Shopping Lists with Price Drop Alerts | Set Coupons, Promo Codes & Sales Alerts | Get Access to Exclusive Deals and Much More... All in One Place | Read all about it here

Statistical Learning from a Regression Perspective

Statistical Learning from a Regression Perspective

Brand
Springer Nature
Manufacturer
N/A
Part Number
0
GTIN
9780387775012
Condition
New
Product Description

Statistical Learning from a Regression Perspective considers statistical learning applications when interest centers on the conditional distribution of the response variable, given a set of predictors, and when it is important to characterize how the predictors are related to the response. As a first approximation, this is can be seen as an extension of nonparametric regression. Among the statistical learning procedures examined are bagging, random forests, boosting, and support vector machines. Response variables may be quantitative or categorical. Real applications are emphasized, especially those with practical implications. One important theme is the need to explicitly take into account asymmetric costs in the fitting process. For example, in some situations false positives may be far less costly than false negatives. Another important theme is to not automatically cede modeling decisions to a fitting algorithm. In many settings, subject-matter knowledge should trump formal fitting criteria. Yet another important theme is to appreciate the limitation of ones data and not apply statistical learning procedures that require more than the data can provide. The material is written for graduate students in the social and life sciences and for researchers who want to apply statistical learning procedures to scientific and policy problems. Intuitive explanations and visual representations are prominent. All of the analyses included are done in R.

Available Colors
Available Sizes
1 Offer Price Range: $59.99 - $59.99
BEST PRICE

Single Product Purchase

$54.00
@ Link.springer.com with extra coupon Get Coupon & BUY

Price Comparison

Seller Contact Seller List Price On Sale Shipping Best Promo Final Price Volume Discount Financing Availability Seller's Page
BEST PRICE
1 Product Purchase
@ Link.springer.com
Contact Store Call Store Contact Support
$59.99 $59.99

10% OFF
This deals requires coupon Get Code Here
$54.00
See Site In stock Visit Store

Similar Products

Differential Calculas in Normed Linear Spaces

$40.00

Advances in Nonlinear Speech Processing

$72.00

Working with Text and Around Text in Foreign Language Environments

$109.99

M.K. Gandhi, Media, Politics and Society

$69.99

Morphologische Bildverarbeitung

$54.99

Parasitic helminths and zoonoses in Africa

$169.99

Evolutionary Computation in Combinatorial Optimization

$109.99

Japan and the Reconstruction of East Asia

$84.99

Christian Krachts Aesthetics

$89.99

Entwicklung der professionellen Kompetenz von Mathematiklehramtsstudierenden zur Bedeutung von Sprac

$44.99

Image Processing and Communications Challenges 9

$169.99

Gene Expression and Its Discontents

$189.00

Grundkurs Betriebswirtschaftslehre

$54.99

Untersuchungen ber den Wrmehaushalt der Erdoberflche in verschiedenen Klimagebieten

$54.99

Structure and Chemistry of Crystalline Solids

$169.99

Process Control

$219.99

Fields of Battle

$219.99

The Russian Civil War

$59.99

Ecology and Management of Coppice Woodlands

$169.00

Performing Character in Modern Irish Drama

$129.99

Plant Hormone Receptors

$39.99

In The Small, Pond

$6.74

Einsatz von knstlichen Eiweifasern in Mischung mit Wolle und Kaninhaar zur Herstellung von Hutfilz

$59.99

Screening the Dark Side of Love

$54.99

New York in the Snow: A Magical Vision of New York City by Vivienne Gucwa

$26.99

Real Estate Investment Trusts in Europe

$84.99

Ergebnisse der Chirurgie und Orthopdie

$69.99

Menschen verstehen Potenziale erkennen

$39.99

Brain-Inspired Cognitive Architectures for Artificial Intelligence: BICA*AI 2020

$249.99

The Financial Crisis

$84.99

Automotive Health

$17.99

Sustainability of Agricultural Environment in Egypt: Part I

$219.99

Mobile Lightweight Wireless Systems

$39.99

Gallstones

$169.99

Work-Integrated Learning Case Studies in Teacher Education

$139.00

Breakthrough!

$13.33

Berechnung der optimalen Leistungen, Kraftstoffverbruche und Wirkungsgrade von Luftfahrt-Gasturbine

$59.99

National Geographic Out in the World : An LGBTQIA+ (and Friends!) Travel Guide to More Than 100 Destinations Around the World Book Official shopDisne

$30.00

Sthlerne Druckrohrverzweigungen

$59.99

Lunar Reconnaissance Orbiter Mission

$199.99