Statistics and data analysis for microarrays using R and bioconductor (Record no. 48226)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 02388cam a2200289 a 4500 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | ISURa |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 111012s2012 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781439809754 |
| 041 ## - LANGUAGE CODE | |
| Language code of text/sound track or separate title | English Language |
| 082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 572.8636 |
| Item number | DRA |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Drăghici, Sorin |
| 9 (RLIN) | 25130 |
| 245 10 - TITLE STATEMENT | |
| Title | Statistics and data analysis for microarrays using R and bioconductor |
| 250 ## - EDITION STATEMENT | |
| Edition statement | 2nd ed. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) | |
| Place of publication, distribution, etc | Boca Raton |
| Name of publisher, distributor, etc | CRC Press |
| Date of publication, distribution, etc | 2012 |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | xlviii, 1042 p. |
| Dimensions | 25 cm. |
| Accompanying material | 1CD-ROM |
| 440 ## - SERIES STATEMENT/ADDED ENTRY--TITLE | |
| Title | Mathematical and Computational Biology Series |
| 9 (RLIN) | 25151 |
| 500 ## - GENERAL NOTE | |
| General note | <br/>"Richly illustrated in color, Statistics and Data Analysis for Microarrays Using R and Bioconductor, Second Edition provides a clear and rigorous description of powerful analysis techniques and algorithms for mining and interpreting biological information. Omitting tedious details, heavy formalisms, and cryptic notations, the text takes a hands-on, example-based approach that teaches students the basics of R and |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc | The Cell and Its Basic Mechanisms --<br/>Microarrays --<br/>Reliability and Reproducibility Issues in DNA Microarray Measurements --<br/>Image Processing --<br/>Introduction to R --<br/>Bioconductor: Principles and Illustrations --<br/>Elements of Statistics --<br/>Probability Distributions --<br/>Basic Statistics in R --<br/>Statistical Hypothesis Testing --<br/>Classical Approaches to Data Analysis --<br/>Analysis of Variance (ANOVA) --<br/>Linear Models in R --<br/>Experiment Design --<br/>Multiple Comparisons --<br/>Analysis and Visualization Tools --<br/>Cluster Analysis --<br/>Quality Control --<br/>Data Pre-Processing and Normalization. Methods for Selecting Differentially Regulated Genes --<br/>The Gene Ontology (GO) --<br/>Functional Analysis and Biological Interpretation of Microarray Data --<br/>Uses, Misuses, and Abuses in GO Profiling --<br/>A Comparison of Several Tools for Ontological Analysis --<br/>Focused Microarrays --<br/>Comparison and Selection --<br/>ID Mapping Issues --<br/>Pathway Analysis --<br/>Machine Learning Techniques |
| 630 00 - SUBJECT ADDED ENTRY--UNIFORM TITLE | |
| Uniform title | Bioconductor (Computer file) |
| 9 (RLIN) | 25131 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | DNA microarrays |
| General subdivision | Statistical methods.. |
| 9 (RLIN) | 25132 |
| Topical term or geographic name as entry element | Mathematical statistics |
| General subdivision | Data processing. |
| 9 (RLIN) | 25133 |
| Topical term or geographic name as entry element | R (Computer program language) |
| 9 (RLIN) | 25134 |
| Topical term or geographic name as entry element | SCIENCE / Biotechnology. |
| Source of heading or term | bisacsh |
| 9 (RLIN) | 25135 |
| Topical term or geographic name as entry element | MATHEMATICS / Probability & Statistics / General. |
| 9 (RLIN) | 25136 |
| Topical term or geographic name as entry element | SCIENCE / Life Sciences / Biology / General. |
| 9 (RLIN) | 25137 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Source of classification or shelving scheme | Dewey Decimal Classification |
| Koha item type | Lending Books |
| Withdrawn status | Lost status | Source of classification or shelving scheme | Damaged status | Not for loan | Collection code | Home library | Current library | Shelving location | Date acquired | Cost, normal purchase price | Total Checkouts | Full call number | Barcode | Date last seen | Date checked out | Price effective from | Koha item type |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
| Dewey Decimal Classification | Reference Collection | Applied Sciences Library | Applied Sciences Library | Reference Section | 17/12/2016 | 11710.00 | 2 | 572.8636DRA | 112733 | 13/02/2020 | 09/04/2019 | 20/12/2016 | Sheduled Reference | ||||
| Dewey Decimal Classification | DVD Collection | Applied Sciences Library | Applied Sciences Library | Lending Section | 17/12/2016 | 1 | 572.8636DRA | 112733CD | 15/08/2018 | 15/08/2018 | 20/12/2016 | Electronic Media | |||||
| Dewey Decimal Classification | Lending Collection | Applied Sciences Library | Applied Sciences Library | Lending Section | 23/05/2019 | 15397.80 | 572.8636 DRA | 112952 | 29/05/2019 | 29/05/2019 | Lending Books | ||||||
| Dewey Decimal Classification | Lending Collection | Applied Sciences Library | Applied Sciences Library | Lending Section | 23/05/2019 | 15397.80 | 572.8636 DRA | 112953 | 29/05/2019 | 29/05/2019 | Lending Books | ||||||
| Dewey Decimal Classification | DVD Collection | Applied Sciences Library | Applied Sciences Library | Lending Section | 29/05/2019 | 15397.80 | 572.8636 DRA | 112953CD | 29/05/2019 | 29/05/2019 | Electronic Media | ||||||
| Dewey Decimal Classification | DVD Collection | Applied Sciences Library | Applied Sciences Library | Lending Section | 29/05/2019 | 15397.80 | 572.8636 DRA | 112952CD | 29/05/2019 | 29/05/2019 | Electronic Media |