A biologist`s guide to analysis of DNA microarray data / (Record no. 690148)
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| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
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| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 171208s2002 nyuaf ob 001 0 eng d |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0471224901 |
| Qualifying information | (cloth ; |
| -- | alk. paper) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780471224907 |
| Qualifying information | (cloth ; |
| -- | alk. paper) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0471227587 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780471227588 |
| Qualifying information | (electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1280556463 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781280556463 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9780471461180 |
| Qualifying information | (e-book) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 0471461180 |
| Qualifying information | (e-book) |
| 024 7# - OTHER STANDARD IDENTIFIER | |
| Standard number or code | 10.1002/0471227587 |
| Source of number or code | doi |
| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
| OCLC library identifier | DEBBG |
| System control number | BV041906111 |
| 029 1# - OTHER SYSTEM CONTROL NUMBER (OCLC) | |
| OCLC library identifier | HEBIS |
| System control number | 227515366 |
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| OCLC library identifier | NZ1 |
| System control number | 12038007 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)85820194 |
| Canceled/invalid control number | (OCoLC)156809352 |
| -- | (OCoLC)666967071 |
| -- | (OCoLC)695549673 |
| -- | (OCoLC)814462992 |
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| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)ocm85820194 |
| 037 ## - SOURCE OF ACQUISITION | |
| Stock number | 10.1002/0471227587 |
| Source of stock number/acquisition | Wiley InterScience |
| Note | http://www3.interscience.wiley.com |
| 039 #9 - LEVEL OF BIBLIOGRAPHIC CONTROL AND CODING DETAIL [OBSOLETE] | |
| Level of rules in bibliographic description | 201902141135 |
| Level of effort used to assign nonsubject heading access points | murni |
| y | 12-08-2017 |
| z | hafiz |
| w | MYUKM (1).mrc |
| x | 64 |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | DG1 |
| Language of cataloging | eng |
| Description conventions | pn |
| Transcribing agency | DG1 |
| Modifying agency | BTCTA |
| -- | OCLCQ |
| -- | DG1 |
| -- | OCLCQ |
| -- | IDEBK |
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| -- | DG1 |
| 049 ## - LOCAL HOLDINGS (OCLC) | |
| Holding library | MAIN |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | QP624.5.D726 |
| Item number | K68 2002 |
| 060 #4 - NATIONAL LIBRARY OF MEDICINE CALL NUMBER | |
| Classification number | 2002 F-549 |
| 060 #4 - NATIONAL LIBRARY OF MEDICINE CALL NUMBER | |
| Classification number | QU 58.5 |
| Item number | K74b 2002 |
| 070 ## - NATIONAL AGRICULTURAL LIBRARY CALL NUMBER | |
| Classification number | QP624.5.D726 |
| Item number | K58 2002 |
| 072 #0 - SUBJECT CATEGORY CODE | |
| Subject category code | X300 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | PS |
| Source | bicssc |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 572.8/636 |
| Edition information | 21 |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Knudsen, Steen. |
| 245 12 - TITLE STATEMENT | |
| Title | A biologist's guide to analysis of DNA microarray data / |
| Statement of responsibility, etc. | Steen Knudsen. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. | |
| Place of publication, distribution, etc. | New York : |
| Name of publisher, distributor, etc. | Wiley-Interscience, |
| Date of publication, distribution, etc. | ©2002. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource (xiii, 125 pages, [8] pages of plates) : |
| Other physical details | illustrations (some color) |
| 336 ## - CONTENT TYPE | |
| Content type term | text |
| Content type code | txt |
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| 337 ## - MEDIA TYPE | |
| Media type term | computer |
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| 338 ## - CARRIER TYPE | |
| Carrier type term | online resource |
| Carrier type code | cr |
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| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references (pages 104-122). |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE | |
| Bibliography, etc. note | Includes bibliographical references and index. |
| 505 00 - FORMATTED CONTENTS NOTE | |
| Title | Hybridization -- |
| -- | Affymetrix GeneChip Technology -- |
| -- | Spotted Arrays -- |
| -- | Serial Analysis of Gene Expression (SAGE) -- |
| -- | Example: Affymetrix vs. Spotted Arrays -- |
| -- | Overview of Data Analysis -- |
| -- | Basic Data Analysis -- |
| -- | Absolute Measurements -- |
| -- | Scaling -- |
| -- | Example: Linear and Nonlinear Scaling -- |
| -- | Detection of Outliers -- |
| -- | Fold Change -- |
| -- | Significance -- |
| -- | Nonparametric Tests -- |
| -- | Correction for Multiple Testing -- |
| -- | Example I: t-Test and ANOVA -- |
| -- | Example II: Number of Replicates -- |
| -- | Visualization by Reduction of Dimensionality -- |
| -- | Principal Component Analysis -- |
| -- | Example 1: PCA on Small Data Matrix -- |
| -- | Example 2: PCA on Real Data -- |
| -- | Cluster Analysis -- |
| -- | Hierarchical Clustering -- |
| -- | K-means Clustering -- |
| -- | Self-Organizing Maps -- |
| -- | Distance Measures -- |
| -- | Example: Comparison of Distance Measures -- |
| -- | Normalization -- |
| -- | Visualization of Clusters -- |
| -- | Example: Visualization of Gene Clusters in Bladder Cancer -- |
| -- | Beyond Cluster Analysis -- |
| -- | Function Prediction -- |
| -- | Discovery of Regulatory Elements in Promoter Regions -- |
| -- | Example 1: Discovery of Proteasomal Element -- |
| -- | Example 2: Rediscovery of Mlu Cell Cycle Box (MCB) -- |
| -- | Integration of data -- |
| -- | Reverse Engineering of Regulatory Networks -- |
| -- | The Time-Series Approach -- |
| -- | The Steady-State Approach -- |
| -- | Limitations of Network Modeling -- |
| -- | Example 1: Steady-State Model -- |
| -- | Example 2: Steady-State Model on Real Data -- |
| -- | Example 3: Steady-State Model on Real Data -- |
| -- | Example 4: Linear Time-Series Model -- |
| -- | Molecular Classifiers -- |
| -- | Classification Schemes -- |
| -- | Nearest Neighbor -- |
| -- | Neural Networks -- |
| -- | Support Vector Machine. |
| 520 ## - SUMMARY, ETC. | |
| Summary, etc. | A Biologist's Guide to Analysis of DNA Microarray Data Steen Knudsen Microarrays are low-density arrays of DNA molecules that permit many hybridization experiments to be performed in parallel. A Biologist's Guide to Analysis of DNA Microarray Data is the first authoritative text to focus on analysis (as opposed to technology) in diverse biological and medical applications of microarrays. Written for biologists without special training in data analysis and statistics, the Guide takes over where the image analysis software that accompanies DNA array equipment typically leaves off with a file of signal intensities and fold changes compared to a control. The broad spectrum of established analysis approaches is covered, including cluster analysis, function prediction, and principal component analysis. A thorough, critical review of software programs is presented, and criteria for selecting programs are discussed. Each chapter contains a Further Reading section categorized by topic as well as a summary, and highlights numerous real examples to illustrate the key concepts.; Chapter topics include: Basic data analysis Visualization by reduction of dimensionality Cluster analysis of expression data Molecular classifiers Genotyping chips Software issues and data formats A Biologist's Guide to Analysis of DNA Microarray Data meets the needs of research professionals, students, and trainees alike for a compact yet thorough guide to analyzing microarray data. |
| 588 0# - SOURCE OF DESCRIPTION NOTE | |
| Source of description note | Print version record. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | DNA microarrays. |
| 650 #2 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Oligonucleotide Array Sequence Analysis. |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Puces à ADN. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | DNA microarrays. |
| Source of heading or term | fast |
| Authority record control number or standard number | (OCoLC)fst00886592 |
| 650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Datenanalyse. |
| Source of heading or term | swd |
| 650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | DNS. |
| Source of heading or term | swd |
| 650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name entry element | Microarray. |
| Source of heading or term | swd |
| 653 ## - INDEX TERM--UNCONTROLLED | |
| Uncontrolled term | Molecular Cell Biology. |
| 655 #4 - INDEX TERM--GENRE/FORM | |
| Genre/form data or focus term | Electronic books. |
| 710 2# - ADDED ENTRY--CORPORATE NAME | |
| Corporate name or jurisdiction name as entry element | John Wiley & Sons. |
| 773 0# - HOST ITEM ENTRY | |
| Title | Wiley e-books |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY | |
| Relationship information | Print version: |
| Main entry heading | Knudsen, Steen. |
| Title | Biologist's guide to analysis of DNA microarray data. |
| Place, publisher, and date of publication | New York : Wiley-Interscience, ©2002 |
| International Standard Book Number | 0471224901 |
| Record control number | (DLC) 2002072380 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Uniform Resource Identifier | <a href="https://eresourcesptsl.ukm.remotexs.co/user/login?url=https://onlinelibrary.wiley.com/book/10.1002/0471227587">https://eresourcesptsl.ukm.remotexs.co/user/login?url=https://onlinelibrary.wiley.com/book/10.1002/0471227587</a> |
| Public note | Wiley Online Library |
| 907 ## - LOCAL DATA ELEMENT G, LDG (RLIN) | |
| a | .b16536812 |
| b | 2022-11-08 |
| c | 2019-11-12 |
| 942 ## - ADDED ENTRY ELEMENTS (KOHA) | |
| Suppress in OPAC | No |
| 914 ## - VTLS Number | |
| VTLS Number | vtls003628603 |
| 998 ## - LOCAL CONTROL INFORMATION (RLIN) | |
| Library | |
| Operator's initials, OID (RLIN) | 2017-08-12 |
| Cataloger's initials, CIN (RLIN) | m |
| Material Type (Sierra) | E-Book |
| Language | English |
| Country | |
| -- | 0 |
| -- | .b16536812 |
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