MARC details
| 000 -LEADER |
|---|
| fixed length control field |
02743nam a22003137a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER |
|---|
| control field |
ZW-GwMSU |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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| control field |
20230314114935.0 |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
|---|
| fixed length control field |
121116t xxu||||| |||| 00| 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9781584888918 |
| 040 ## - CATALOGING SOURCE |
|---|
| Language of cataloging |
English |
| Transcribing agency |
MSULIB |
| Description conventions |
rda |
| 050 00 - LIBRARY OF CONGRESS CALL NUMBER |
|---|
| Classification number |
QA273.19.E4 UGA |
| 100 1# - MAIN ENTRY--PERSONAL NAME |
|---|
| Personal name |
Ugarte, Maria Dolores. |
| 9 (RLIN) |
22077 |
| Relator term |
author |
| 245 1# - TITLE STATEMENT |
|---|
| Title |
Probability and statistics with R / |
| Statement of responsibility, etc |
created by Maria Dolres Ugarte, Ana F Militino and Alan T Arnholt. |
| 264 #1 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Name of producer, publisher, distributor, manufacturer |
CRC Press, |
| Date of production, publication, distribution, manufacture, or copyright notice |
2008 |
| 264 #4 - PRODUCTION, PUBLICATION, DISTRIBUTION, MANUFACTURE, AND COPYRIGHT NOTICE |
|---|
| Date of production, publication, distribution, manufacture, or copyright notice |
©2008 |
| 300 ## - PHYSICAL DESCRIPTION |
|---|
| Extent |
700 pages |
| Other physical details |
illustrations ; |
| Dimensions |
26 cm |
| 336 ## - CONTENT TYPE |
|---|
| Source |
rdacontent |
| content type term |
text |
| 337 ## - MEDIA TYPE |
|---|
| source |
rdamedia |
| media type term |
unmediated |
| media type code |
n |
| 338 ## - CARRIER TYPE |
|---|
| source |
rdacarrier |
| carrier type term |
volume |
| carrier type code |
nc |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
|---|
| Bibliography, etc |
Includes bibliographical references and index |
| 505 ## - FORMATTED CONTENTS NOTE |
|---|
| Formatted contents note |
1. A Brief Introduction to S<br/>2. Exploring Data<br/>3. General Probability and Random Variables<br/>4. Univariate Probability Distributions<br/>5. Multivariate Probability Distributions<br/>6. Sampling and Sampling Distributions<br/>7. Point Estimation<br/>8. Confidence Intervals<br/>9. Hypothesis Testing<br/>10. Nonparametric Methods<br/>11. Experimental Design<br/>12. Regression<br/>A.S Commands<br/>B. Quadratic Forms and Random Vectors and Matrices |
| 520 ## - SUMMARY, ETC. |
|---|
| Summary, etc |
Probability and Statistics with R shows how to solve various statistical problems using both parametric and nonparametric techniques via the open source software R. It provides numerous real-world examples, carefully explained proofs, end-of-chapter problems, and illuminating graphs to facilitate hands-on comprehension." "Integrating theory with practice, the text briefly introduces the syntax, structures, and functions of the S language, before covering important graphically and numerically descriptive methods. The next several chapters elucidate probability and random variables topics, including univariate and multivariate distributions. After exploring sampling distributions, the authors discuss point estimation, confidence intervals, hypothesis testing, and a wide range of nonparametric methods. With a focus on experimental design, the book also presents fixed- and random-effects models as well as randomized block and two-factor factorial designs. The final chapter describes simple and multiple regression analyses." "This comprehensive book presents extensive treatments of data analysis using parametric and nonparametric techniques. It effectively links statistical concepts with R procedures, enabling the application of the language to the vast world of statistics." |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Probabilities |
| General subdivision |
Data processing |
| 9 (RLIN) |
22078 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Statistics |
| General subdivision |
Data processing |
| 9 (RLIN) |
22079 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
R (computer program language) |
| 9 (RLIN) |
22080 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Militino, Ana F. |
| 9 (RLIN) |
22081 |
| Relator term |
author |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
|---|
| Personal name |
Arnholt, Alan T |
| 9 (RLIN) |
22082 |
| Relator term |
author |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) |
|---|
| Source of classification or shelving scheme |
Library of Congress Classification |
| Koha item type |
Book |