Classification analysis of DNA microarrays:
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Buch |
| Sprache: | English |
| Veröffentlicht: |
Hoboken
Wiley
2013
|
| Schriftenreihe: | Wiley series in bioinformatics: computational techniques and engineering
|
| Schlagworte: | |
| Online-Zugang: | Inhaltsverzeichnis |
| Beschreibung: | Includes bibliographical references and index |
| Beschreibung: | XXV, 710 S. Ill. graph. Darst. |
| ISBN: | 9780470170816 9781118453025 |
Internformat
MARC
| LEADER | 00000nam a2200000 c 4500 | ||
|---|---|---|---|
| 001 | BV042178305 | ||
| 003 | DE-604 | ||
| 005 | 20141127 | ||
| 007 | t | ||
| 008 | 141111s2013 ad|| |||| 00||| eng d | ||
| 010 | |a 2013007115 | ||
| 020 | |a 9780470170816 |c pbk. |9 978-0-470-17081-6 | ||
| 020 | |a 9781118453025 |9 978-1-118-45302-5 | ||
| 035 | |a (OCoLC)915497105 | ||
| 035 | |a (DE-599)GBV73763717X | ||
| 040 | |a DE-604 |b ger |e aacr | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-11 | ||
| 084 | |a WD 5360 |0 (DE-625)148202: |2 rvk | ||
| 100 | 1 | |a Peterson, Leif E. |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Classification analysis of DNA microarrays |c Leif E. Peterson |
| 264 | 1 | |a Hoboken |b Wiley |c 2013 | |
| 300 | |a XXV, 710 S. |b Ill. graph. Darst. | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b n |2 rdamedia | ||
| 338 | |b nc |2 rdacarrier | ||
| 490 | 0 | |a Wiley series in bioinformatics: computational techniques and engineering | |
| 500 | |a Includes bibliographical references and index | ||
| 650 | 0 | 7 | |a Molekulare Bioinformatik |0 (DE-588)4531334-9 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a DNS-Chip |0 (DE-588)4721796-0 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a DNS-Chip |0 (DE-588)4721796-0 |D s |
| 689 | 0 | 1 | |a Molekulare Bioinformatik |0 (DE-588)4531334-9 |D s |
| 689 | 0 | |5 DE-604 | |
| 856 | 4 | 2 | |m HEBIS Datenaustausch |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027617602&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-027617602 | ||
Datensatz im Suchindex
| _version_ | 1804152686638006272 |
|---|---|
| adam_text | CLASSIFICATION ANALYSIS
OF DNA MICROARRAYS
I 1 ; -Ir 8 _jLu »i • ! it l_
LEIF E PETERSON
Director, Center for Biostatistics, The Methodist Hospital Research Institute,
Houston, Texas
Associate Professor of Public Health, Weill Cornell Medical College,
Cornell University, New York
WILEY _IEEE (^computer
society
1* t
:i I 1 ii •
C(
I 1
t MTENTS • ! , •
Preface xix
Abbreviations xxiii
1 Introduction 1
1 1 Class Discovery 2
1 2 Dimensional Reduction 4
1 3 Class Prediction 4
1 4 Classification Rules of Thumb 5
1 5 DNA Microarray Datasets Used 9
References 11
PART I CLASS DISCOVERY 13
2 Crisp IC-Means Cluster Analysis 15
2 1 Introduction 15
2 2 Algorithm 16
2 3 Implementation 18
2 4 Distance Metrics 20
2 5 Cluster Validity 24
251 Davies-Bouldin Index 25
252 Dunn s Index 25
253 Intracluster Distance 26
254 Intercluster Distance 27
255 Silhouette Index 30
256 Hubert s T Statistic 31
257 Randomization Tests for Optimal Value of K 31
2 6 V-Fold Cross-Validation 35
2 7 Cluster Initialization 37
vii
|
| any_adam_object | 1 |
| author | Peterson, Leif E. |
| author_facet | Peterson, Leif E. |
| author_role | aut |
| author_sort | Peterson, Leif E. |
| author_variant | l e p le lep |
| building | Verbundindex |
| bvnumber | BV042178305 |
| classification_rvk | WD 5360 |
| ctrlnum | (OCoLC)915497105 (DE-599)GBV73763717X |
| discipline | Biologie |
| format | Book |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>01509nam a2200385 c 4500</leader><controlfield tag="001">BV042178305</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20141127 </controlfield><controlfield tag="007">t</controlfield><controlfield tag="008">141111s2013 ad|| |||| 00||| eng d</controlfield><datafield tag="010" ind1=" " ind2=" "><subfield code="a">2013007115</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9780470170816</subfield><subfield code="c">pbk.</subfield><subfield code="9">978-0-470-17081-6</subfield></datafield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781118453025</subfield><subfield code="9">978-1-118-45302-5</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)915497105</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)GBV73763717X</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">aacr</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-11</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">WD 5360</subfield><subfield code="0">(DE-625)148202:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Peterson, Leif E.</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Classification analysis of DNA microarrays</subfield><subfield code="c">Leif E. Peterson</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Hoboken</subfield><subfield code="b">Wiley</subfield><subfield code="c">2013</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">XXV, 710 S.</subfield><subfield code="b">Ill. graph. Darst.</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">n</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">nc</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="0" ind2=" "><subfield code="a">Wiley series in bioinformatics: computational techniques and engineering</subfield></datafield><datafield tag="500" ind1=" " ind2=" "><subfield code="a">Includes bibliographical references and index</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Molekulare Bioinformatik</subfield><subfield code="0">(DE-588)4531334-9</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">DNS-Chip</subfield><subfield code="0">(DE-588)4721796-0</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">DNS-Chip</subfield><subfield code="0">(DE-588)4721796-0</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Molekulare Bioinformatik</subfield><subfield code="0">(DE-588)4531334-9</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">HEBIS Datenaustausch</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027617602&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-027617602</subfield></datafield></record></collection> |
| id | DE-604.BV042178305 |
| illustrated | Illustrated |
| indexdate | 2024-07-10T01:14:40Z |
| institution | BVB |
| isbn | 9780470170816 9781118453025 |
| language | English |
| lccn | 2013007115 |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-027617602 |
| oclc_num | 915497105 |
| open_access_boolean | |
| owner | DE-11 |
| owner_facet | DE-11 |
| physical | XXV, 710 S. Ill. graph. Darst. |
| publishDate | 2013 |
| publishDateSearch | 2013 |
| publishDateSort | 2013 |
| publisher | Wiley |
| record_format | marc |
| series2 | Wiley series in bioinformatics: computational techniques and engineering |
| spelling | Peterson, Leif E. Verfasser aut Classification analysis of DNA microarrays Leif E. Peterson Hoboken Wiley 2013 XXV, 710 S. Ill. graph. Darst. txt rdacontent n rdamedia nc rdacarrier Wiley series in bioinformatics: computational techniques and engineering Includes bibliographical references and index Molekulare Bioinformatik (DE-588)4531334-9 gnd rswk-swf DNS-Chip (DE-588)4721796-0 gnd rswk-swf DNS-Chip (DE-588)4721796-0 s Molekulare Bioinformatik (DE-588)4531334-9 s DE-604 HEBIS Datenaustausch application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027617602&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis |
| spellingShingle | Peterson, Leif E. Classification analysis of DNA microarrays Molekulare Bioinformatik (DE-588)4531334-9 gnd DNS-Chip (DE-588)4721796-0 gnd |
| subject_GND | (DE-588)4531334-9 (DE-588)4721796-0 |
| title | Classification analysis of DNA microarrays |
| title_auth | Classification analysis of DNA microarrays |
| title_exact_search | Classification analysis of DNA microarrays |
| title_full | Classification analysis of DNA microarrays Leif E. Peterson |
| title_fullStr | Classification analysis of DNA microarrays Leif E. Peterson |
| title_full_unstemmed | Classification analysis of DNA microarrays Leif E. Peterson |
| title_short | Classification analysis of DNA microarrays |
| title_sort | classification analysis of dna microarrays |
| topic | Molekulare Bioinformatik (DE-588)4531334-9 gnd DNS-Chip (DE-588)4721796-0 gnd |
| topic_facet | Molekulare Bioinformatik DNS-Chip |
| url | http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=027617602&sequence=000002&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT petersonleife classificationanalysisofdnamicroarrays |