Mixed-Effects Models In S And S-PLUS (Statistics And Computing)

99.97 Brand New In stock! Order now!
Publisher: William Morrow
SKU: DADAX1441903178
ISBN : 9781441903174
Availability: Only 5 Left In-stock.

Price:
$99.97

Domestic Shipping:$3.99
Qty: - +
   - OR -   

Mixed-Effects Models in S and S-PLUS (Statistics and Computing)

An overview of the theory and application of linear and nonlinear mixed-effects models in the analysis of grouped data, such as longitudinal data, repeated measures, and multilevel data. The authors present a unified model-building strategy for both models and apply this to the analysis of over 20 real datasets from a wide variety of areas, including pharmacokinetics, agriculture, and manufacturing. Much emphasis is placed on the use of graphical displays at the various phases of the model-building process, starting with exploratory plots of the data and concluding with diagnostic plots to assess the adequacy of a fitted model. The NLME library for analyzing mixed-effects models in S and S-PLUS, developed by the authors, provides the underlying software for implementing the methods presented. This balanced mix of real data examples, modeling software, and theory makes the book a useful reference for practitioners who use, or intend to use, mixed-effects models in their data analyses. It can also be used as a text for a one-semester graduate-level applied course.

Specifications of Mixed-Effects Models in S and S-PLUS (Statistics and Computing)

GENERAL
AuthorJosé Pinheiro, Douglas Bates
BindingPaperback
LanguageEnglish
Edition2000
ISBN-101441903178
ISBN-139781441903174
PublisherSpringer
Number Of Pages530
Publication Date2009-04-15
DIMENSIONS
Height9.25 inch.
Length6.1 inch.
Width1.24 inch.
Weight2.09 pounds.

Write a review


Your Name:


Your Email:


Your Review:

Note: HTML is not translated!

Rating: Bad           Good

Enter the code in the box below: