user
0
Su pedido

Tu pedido

Su carro de la compra está vacío

Materias

Modern Multivariate Statistical Techniques

Modern Multivariate Statistical Techniques

Compartir en:

(0 Comentarios)
Comenta y valora este libro

pvp.81,35 €

Sin Stock. Posibilidad entre 11 y 20 dias

  • ISBN:9780387781884
  • Editorial: Springer
  • Fecha de la edición:
  • Encuadernación:
  • Nº Pág.:760
  • Idiomas:Ingles,Inglés

Materias:

This is the first book on multivariate analysis to look at large data sets which describes the state of the art in analyzing such data. Material such as database management systems is included that has never appeared in statistics books before

1 Introduction and Preview 1
2 Data and Databases 17
3 Random Vectors and Matrices 45
4 Nonparametric Density Estimation 75
5 Model Assessment and Selection in Multiple Regression 107
6 Multivariate Regression 159
7 Linear Dimensionality Reduction 195
8 Linear Discriminant Analysis 237
9 Recursive Partitioning and Tree-Based Methods 281
10 Artificial Neural Networks 315
11 Support Vector Machines 369
12 Cluster Analysis 407
13 Multidimensional Scaling and Distance Geometry 463
14 Committee Machines 505
15 Latent Variable Models for Blind Source Separation 551
16 Nonlinear Dimensionality Reduction and Manifold Learning 597
17 Correspondence Analysis 633
References 667
Index of Examples 708
Author Index 710
Subject Index 721

Otros libros de Economía Cuantitativa