All of statistics : a concise course in statistical inference /

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Detalles Bibliográficos
Autor principal:	Wasserman, Larry
Formato:	Libro
Lenguaje:	Inglés
Publicado:	New York, NY : Springer, 2005 (2da. impr. corr.)
Colección:	Springer texts in statistics
Materias:	INFERENCIA ESTADISTICA TEORIA DE PROBABILIDADES
Aporte de:	Registro referencial: Solicitar el recurso aquí Biblioteca Central Dr. Luis F. Leloir (FCEN) de Universidad de Buenos Aires

Tabla de Contenidos:

1 Probability
2 Random Variables
3 Expectation
4 Inequalities
5 Convergence of Random Variables
6 Models, Statistical Inference and Learning
7 Estimating the CDF and Statistical Functionals
8 The Bootstrap
9 Parametric Inference
10 Hypothesis Testing and p-values
11 Bayesian Inference
12 Statistical Decision Theory
13 Linear and Logistic Regression
14 Multivariate Models
15 Inference About Independence
16 Casual Inference
17 Directed Graphs and Conditional Independence
18 Undirected Graphs
19 Long-Linear Models
20 Nonparametric Curve Estimation
21 Smoothing Using Orthogonal Functions
22 Classification
23 Probability Redux: Stochastic Processes
24 Simulation Methods