عنوان
پدید آورنده
موضوع
رده
QA276.12 .W37 2010
QA276
.
12
.
W37
2010
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
0387402721
(Number (ISBN
1441923225
(Number (ISBN
9780387402727
(Number (ISBN
9781441923226
Erroneous ISBN
0387217363
Erroneous ISBN
9780387217369
NATIONAL BIBLIOGRAPHY NUMBER
Number
b623507
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
All of statistics :
General Material Designation
[Book]
Other Title Information
a concise course in statistical inference /
First Statement of Responsibility
Larry Wasserman.
EDITION STATEMENT
Edition Statement
Corrected second printing.
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
xix, 442 pages :
Other Physical Details
illustrations ;
Dimensions
25 cm.
SERIES
Series Title
Springer texts in statistics
GENERAL NOTES
Text of Note
Originally published: 2003 ; this edition contains: Corrected second printing, 2005.
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references (pages 423-430) and index.
CONTENTS NOTE
Text of Note
Probability -- Random variables -- Expectation -- Inequalities -- Convergence of random variables -- Models, statistical inference and learning -- Estimating the CDF and statistical functionals -- The bootstrap -- Parametric inference -- Hypothesis testing and p-values -- Bayesian inference -- Statistical decision theory -- Linear and logistic regression -- Multivariate models -- Inference about independence -- Causal inference -- Directed graphs and conditional independence -- Undirected graphs -- Log-linear models -- Nonparametric curve estimation -- Smoothing using orthogonal functions -- Classification -- Probability redux : stochastic processes -- Simulation methods.
0
SUMMARY OR ABSTRACT
Text of Note
"This book is for people who want to learn probability and statistics quickly. It brings together many of the main ideas in modern statistics in one place. The book is suitable for students and researchers in statistics, computer science, data mining, and machine learning. This book covers a much wider range of topics than a typical introductory text on mathematical statistics. It includes modern topics like nonparametric curve estimation, bootstrapping, and classification, topics that are usually relegated to follow-up courses. The reader is assumed to know calculus and a little linear algebra. No previous knowledge of probability and statistics is required. The text can be used at the advanced undergraduate and graduate levels"--Page 4 of cover.
PARALLEL TITLE PROPER
Parallel Title
Concise course in statistical inference
TOPICAL NAME USED AS SUBJECT
Mathematical statistics.
Mathematical statistics.
DEWEY DECIMAL CLASSIFICATION
Number
519
.
5
Edition
22
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QA276
.
12
Book number
.
W37
2010
PERSONAL NAME - PRIMARY RESPONSIBILITY
Wasserman, Larry,1959-
ORIGINATING SOURCE
Date of Transaction
20200617082535.0
Cataloguing Rules (Descriptive Conventions))
rda
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
