Free shipping on all orders over $79* Limited Time Only
Track My Order
Help Centre
Likes
My Wish ListsLogin / Join
Booktopia
Australia's local bookstore
Get Free Shipping on orders over $79
Advanced Linear Modeling : Statistical Learning and Dependent Data - Ronald Christensen

Advanced Linear Modeling

Statistical Learning and Dependent Data

By: Ronald Christensen

eText | 20 December 2019 | Edition Number 3

At a Glance

eText

$129.00

or 4 interest-free payments of $32.25 with

 or 

Instant online reading in your Booktopia eTextbook Library *

Why choose an eTextbook?

Instant Access *

Purchase and read your book immediately

Read Aloud

Listen and follow along as Bookshelf reads to you

Study Tools

Built-in study tools like highlights and more

* eTextbooks are not downloadable to your eReader or an app and can be accessed via web browsers only. You must be connected to the internet and have no technical issues with your device or browser that could prevent the eTextbook from operating.

Now in its third edition, this companion volume to Ronald Christensen's Plane Answers to Complex Questions uses three fundamental concepts from standard linear model theory—best linear prediction, projections, and Mahalanobis distance— to extend standard linear modeling into the realms of Statistical Learning and Dependent Data.

This new edition features a wealth of new and revised content. In Statistical Learning it delves into nonparametric regression, penalized estimation (regularization), reproducing kernel Hilbert spaces, the kernel trick, and support vector machines. For Dependent Data it uses linear model theory to examine general linear models, linear mixed models, time series, spatial data, (generalized) multivariate linear models, discrimination, and dimension reduction. While numerous references to Plane Answers are made throughout the volume, Advanced Linear Modeling can be used on its own given a solid background in linear models. Accompanying R code for the analyses is available online.

on
Desktop
Tablet
Mobile

You Can Find This eBook In

Non-FictionMathematicsProbability & StatisticsCalculus & Mathematical AnalysisNumerical AnalysisApplied MathematicsStochastics

Other Editions and Formats

Paperback

Published: 8th January 2021

View Product

More in Probability & Statistics

untitled - TBC ANZ

eBOOK

untitled

eBook

$31.99

An Introduction to Stochastic Modeling - Gabriel Lord

eBOOK

An Introduction to Stochastic Modeling

eBook

RRP $145.41

$130.99

10%
OFF

This product is categorised by