Enter your search into one or more of the boxes below:
You can refine your search by selecting from any of the options below:
Linear Models: An Integrated Approach

Linear Models: An Integrated Approach (Hardback)

Usually despatched in 10+ days.
Order now for Free delivery in the UK.
More on delivery...


Linear Models: An Integrated Approach aims to provide a clear and deep understanding of the general linear model using simple statistical ideas. Elegant geometric arguments are also invoked as needed and a review of vector spaces and matrices is provided to make the treatment self-contained. Complex, matrix-algebraic methods, such as those used in the rank-deficient case, are replaced by statistical proofs that are more transparent and that show the parallels with the simple linear model.This book has the following special features:* Use of simple statistical ideas such as linear zero functions and covariance adjustment to explain the fundamental as well as advanced concepts* Emphasis on the statistical interpretation of complex algebraic results* A thorough treatment of the singular linear model, including the case of multivariate response* A unified discussion on models with a partially unknown dispersion matrix, including mixed-effects/variance-components models and models for spatial and time series data* Insight into updates on the linear model and their connection with diagnostics, design, variable selection, the Kalman filter, etc.* An extensive discussion on the foundations of linear inference, along with linear alternatives to least squares* Coverage of other special topics, such as collinearity, stochastic and inequality constraints, misspecified models, etc.* Simpler proofs of numerous known results* Pointers to current research through examples and exercises

More books by Debasis Sengupta

More books by S.Rao Jammalamadaka

Leave Review


Delivery Options

All delivery times quoted are the average, and cannot be guaranteed. These should be added to the availability message time, to determine when the goods will arrive. During checkout we will give you a cumulative estimated date for delivery.

Location 1st Book Each additional book Average Delivery Time
UK Standard Delivery FREE FREE 3-5 Days
UK First Class £4.50 £1.00 1-2 Days
UK Courier £7.00 £1.00 1-2 Days
Western Europe** Courier £17.00 £3.00 2-3 Days
Western Europe** Airmail £5.00 £1.50 4-14 Days
USA / Canada Courier £20.00 £3.00 2-4 Days
USA / Canada Airmail £7.00 £3.00 4-14 Days
Rest of World Courier £22.50 £3.00 3-6 Days
Rest of World Airmail £8.00 £3.00 7-21 Days

** Includes Austria, Belgium, Denmark, France, Germany, Greece, Iceland, Irish Republic, Italy, Luxembourg, Netherlands, Portugal, Spain, Sweden and Switzerland.

Delivery Help & FAQs

Returns Information

If you are not completely satisfied with your purchase*, you may return it to us in its original condition with in 30 days of receiving your delivery or collection notification email for a refund. Except for damaged items or delivery issues the cost of return postage is borne by the buyer. Your statutory rights are not affected.

* For Exclusions and terms on damaged or delivery issues see Returns Help & FAQs

You might also like

Telemedicine and Electronic Medicine
Halit Eren; John G. Webster
Telemental Health in Resource-Limited...
Hussam Jefee-Bahloul; Andres...
Telehealth Nursing: Tools and...
Dawna Martich
Career Paths in Telemental Health
Marlene M. Maheu; Kenneth P. Drude;...
Latest Blog
The End of the F***ing World creator, Charles Forsman, picks his favourite coming of age books

The End of the F***ing World creator, Charles Forsman, picks his favourite coming of age books.

#FoylesFive: Annihilation

With the release of Annihilation on Netflix it's the perfect time to catch up with the book that starts Jeff VanderMeer's unsettling Southern Reach trilogy.

#FoylesFave: Frankenstein in Baghdad

Judy, our Middle Eastern Languages expert here at Foyles, shares her thoughts on the newly translated Frankenstein in Baghdad.

View all Blog Entries
Show/Hide Tweets
© W&G Foyle Ltd