All of Statistics (Record no. 984)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 03930nam a22004095i 4500 |
| 001 - CONTROL NUMBER | |
| control field | 9780387402727 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | DE-He213 |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20200817122736.0 |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr nn 008mamaa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 131129s2004 xxu| s |||| 0|eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780387402727 |
| 040 ## - CATALOGING SOURCE | |
| Transcribing agency | KCST |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QA71-90 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 518 |
| Edition number | 23 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Wasserman, Larry. |
| Relator term | author. |
| 9 (RLIN) | 3001 |
| 245 10 - TITLE STATEMENT | |
| Title | All of Statistics |
| Remainder of title | A Concise Course in Statistical Inference / |
| Statement of responsibility, etc. | by Larry Wasserman. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 1st ed. 2004. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | New York, NY : |
| Name of publisher, distributor, etc. | Springer New York : |
| Date of publication, distribution, etc. | 2004. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | XX, 442 p. |
| 490 1# - SERIES STATEMENT | |
| Series statement | Springer Texts in Statistics, |
| International Standard Serial Number | 1431-875X |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents 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 -- Loglinear Models -- Nonparametric Curve Estimation -- Smoothing Using Orthogonal Functions -- Classification -- Probability Redux: Stochastic Processes -- Simulation Methods. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | 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. Larry Wasserman is Professor of Statistics at Carnegie Mellon University. He is also a member of the Center for Automated Learning and Discovery in the School of Computer Science. His research areas include nonparametric inference, asymptotic theory, causality, and applications to astrophysics, bioinformatics, and genetics. He is the 1999 winner of the Committee of Presidents of Statistical Societies Presidents' Award and the 2002 winner of the Centre de recherches mathematiques de Montreal-Statistical Society of Canada Prize in Statistics. He is Associate Editor of The Journal of the American Statistical Association and The Annals of Statistics. He is a fellow of the American Statistical Association and of the Institute of Mathematical Statistics. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Computer mathematics. |
| 9 (RLIN) | 1602 |
| Topical term or geographic name entry element | Probabilities. |
| 9 (RLIN) | 1388 |
| Topical term or geographic name entry element | Statistical physics. |
| 9 (RLIN) | 3002 |
| Topical term or geographic name entry element | Dynamical systems. |
| 9 (RLIN) | 3003 |
| Topical term or geographic name entry element | Statistics . |
| 9 (RLIN) | 3004 |
| Topical term or geographic name entry element | Mathematical statistics. |
| 9 (RLIN) | 1389 |
| Topical term or geographic name entry element | Computational Mathematics and Numerical Analysis. |
| 9 (RLIN) | 3005 |
| Topical term or geographic name entry element | Probability Theory and Stochastic Processes. |
| Authority record control number or standard number | http://scigraph.springernature.com/things/product-market-codes/M27004 |
| 9 (RLIN) | 1806 |
| Topical term or geographic name entry element | Complex Systems. |
| Authority record control number or standard number | http://scigraph.springernature.com/things/product-market-codes/P33000 |
| 9 (RLIN) | 3006 |
| Topical term or geographic name entry element | Statistical Theory and Methods. |
| Authority record control number or standard number | http://scigraph.springernature.com/things/product-market-codes/S11001 |
| 9 (RLIN) | 1502 |
| Topical term or geographic name entry element | Probability and Statistics in Computer Science. |
| Authority record control number or standard number | http://scigraph.springernature.com/things/product-market-codes/I17036 |
| 9 (RLIN) | 1990 |
| Topical term or geographic name entry element | Statistics for Engineering, Physics, Computer Science, Chemistry and Earth Sciences. |
| Authority record control number or standard number | http://scigraph.springernature.com/things/product-market-codes/S17020 |
| 9 (RLIN) | 2655 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | |
| Koha item type | Book |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Permanent Location | Current Location | Date acquired | Full call number | Barcode | Date last seen | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|
| KCST Library | KCST Library | 2020-08-06 | 518 WA Al | 1000000593 | 2020-08-06 | 2020-08-06 | Book |