Cantitate/Preț
Produs

Linear Models and Regression with R: An Integrated Approach

Autor Debasis Sengupta, S Rao Jammalamadaka
en Limba Engleză Paperback – 7 aug 2019
Starting with the basic linear model where the design and covariance matrices are of full rank, this book demonstrates how the same statistical ideas can be used to explore the more general linear model with rank-deficient design and/or covariance matrices. The unified treatment presented here provides a clearer understanding of the general linear model from a statistical perspective, thus avoiding the complex matrix-algebraic arguments that are often used in the rank-deficient case. Elegant geometric arguments are used as needed.
The book has a very broad coverage, from illustrative practical examples in Regression and Analysis of Variance alongside their implementation using R, to providing comprehensive theory of the general linear model with 181 worked-out examples, 227 exercises with solutions, 152 exercises without solutions (so that they may be used as assignments in a course), and 320 up-to-date references.
This completely updated and new edition of Linear Models: An Integrated Approach includes the following features:
  • Applications with data sets, and their implementation in R,
  • Comprehensive coverage of regression diagnostics and model building,
  • Coverage of other special topics such as collinearity, stochastic and inequality constraints, misspecified models, etc.,
  • Use of simple statistical ideas and interpretations to explain advanced concepts, and simpler proofs of many known results,
  • Discussion of models covering mixed-effects/variance components, spatial, and time series data with partially unknown dispersion matrix,
  • Thorough treatment of the singular linear model, including the case of multivariate response,
  • Insight into updates in the linear model, and their connection with diagnostics, design, variable selection, Kalman filter, etc.,
  • Extensive discussion of the foundations of linear inference, along with linear alternatives to least squares.
Citește tot Restrânge

Preț: 48987 lei

Nou

Puncte Express: 735

Preț estimativ în valută:
9378 9748$ 7775£

Carte tipărită la comandă

Livrare economică 05-19 februarie 25

Preluare comenzi: 021 569.72.76

Specificații

ISBN-13: 9789811229282
ISBN-10: 9811229287
Pagini: 772
Dimensiuni: 152 x 229 x 41 mm
Greutate: 1.02 kg
Editura: World Scientific Publishing Company