MARC details
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| fixed length control field |
02374cam a22003257a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
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| control field |
CUTN |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20171206145627.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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| fixed length control field |
080626s2008 nyua b 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9780387790534 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
0387790535 |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
519.502 |
| Edition number |
22 |
| Item number |
DAL |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
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| Personal name |
Dalgaard, Peter. |
| 245 10 - TITLE STATEMENT |
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| Title |
Introductory statistics with R / |
| Statement of responsibility, etc |
Peter Dalgaard. |
| 250 ## - EDITION STATEMENT |
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| Edition statement |
2nd ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Place of publication, distribution, etc |
New York : |
| Name of publisher, distributor, etc |
Springer, |
| Date of publication, distribution, etc |
c2008. |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
xvi, 363 p. : |
| Other physical details |
ill. ; |
| Dimensions |
24 cm. |
| 440 #0 - SERIES STATEMENT/ADDED ENTRY--TITLE |
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| Title |
Statistics and computing, |
| 500 ## - GENERAL NOTE |
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| General note |
This book provides an elementary-level introduction to R, targeting both non-statistician scientists in various fields and students of statistics. The main mode of presentation is via code examples with liberal commenting of the code and the output, from the computational as well as the statistical viewpoint. Brief sections introduce the statistical methods before they are used. A supplementary R package can be downloaded and contains the data sets. All examples are directly runnable and all graphics in the text are generated from the examples. The statistical methodology covered includes statistical standard distributions, one- and two-sample tests with continuous data, regression analysis, one-and two-way analysis of variance, regression analysis, analysis of tabular data, and sample size calculations. In addition, the last four chapters contain introductions to multiple linear regression analysis, linear models in general, logistic regression, and survival analysis. |
| 505 ## - FORMATTED CONTENTS NOTE |
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| Contents |
Basics --<br/>The R environment --<br/>Probability and distributions --<br/>Descriptive statistics and graphics --<br/>One- and two-sample tests --<br/>Regression and correlation --<br/>Analysis of variance and the Kruskal-Wallis test --<br/>Tabular data --<br/>Power and the computation of sample size --<br/>Advanced data handling --<br/>Multiple regression --<br/>Linear models --<br/>Logistic regression --<br/>Survival analysis --<br/>Rates and Poisson regression --<br/>Nonlinear curve fitting. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Statistics |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Mathematical statistics |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Bioinformatics |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Mathematical & Statistical Software |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Probability & Statistics |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
R (Computer program language) |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
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| Source of classification or shelving scheme |
Dewey Decimal Classification |
| Koha item type |
General Books |
| 440 #0 - SERIES STATEMENT/ADDED ENTRY--TITLE |
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| International Standard Serial Number |
1431-8784 |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
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| Bibliography, etc |
Includes bibliographical references (p. [355]-356) and index. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| General subdivision |
Data processing. |
