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Describe your latest book/project/work. I've been studying the life and work of photographer W. Eugene Smith for 13 years. My first book (Dream... Continue »
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    The Jazz Loft Project: Photographs and Tapes of W. Eugene Smith from 821 Sixth Avenue, 1957-1965

    Sam Stephenson and W. Eugene Smith
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All of Statistics : Concise Course in Statistical Inference (04 Edition)

by Larry Wasserman

All of Statistics : Concise Course in Statistical Inference (04 Edition) Cover
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Publisher Comments:

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 level.
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Table of Contents

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.- Loglinear Models.- Nonparametric Curve Estimation.- Smoothing Using Orthogonal Functions.- Classification.- Probability Redux: Stochastic Processes.- Simulation Methods.

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Average customer rating based on 1 comment:
getdinformation, February 24, 2007 (view all comments by getdinformation)
AM GLAD TO COME ACROSS ALL OF STATISTICS:
BECAUSE, ITS TITLED SIMPLY CREAT AN IMPRESSION OF ASSURANCE OF ALL WHAT IS NEEDED ABOUT STATISTICS...INFACT,IT IT'S INDEED A CONCISE COURSE IN STATISTICAL INFERENCE...THANKS FOR THIS PRRIVELEDGE.
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Product Details

ISBN:
9780387402727
Subtitle:
A Concise Course in Statistical Inference
Author:
Wasserman, Larry
Author:
Wasserman, Larry A.
Publisher:
Springer Us
Location:
New York
Subject:
Computer Science
Subject:
Statistics
Subject:
Mathematical statistics
Subject:
Probability & Statistics - General
Subject:
Mathematical & Statistical Software
Copyright:
2004
Edition Number:
1
Edition Description:
2004. Corr. 2nd
Series:
Springer Texts in Statistics
Series Volume:
6
Publication Date:
September 2004
Binding:
Hardcover
Language:
English
Illustrations:
Y
Pages:
442
Dimensions:
9.28x6.60x1.05 in. 1.73 lbs.
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