Exploratory data analysis using R:
"This textbook will introduce exploratory data analysis (EDA) and will cover the range of interesting features we can expect to find in data. The book will also explore the practical mechanics of using R to do EDA. Based on the author's course at the University of Connecticut, the book ass...
Gespeichert in:
1. Verfasser: | |
---|---|
Format: | Elektronisch E-Book |
Sprache: | English |
Veröffentlicht: |
Boca Raton, FL
CRC Press/Taylor & Francis Group
2018
|
Schriftenreihe: | Chapman & Hall/CRC data mining and knowledge discovery
45 |
Schlagworte: | |
Online-Zugang: | DE-863 DE-862 DE-91 Volltext |
Zusammenfassung: | "This textbook will introduce exploratory data analysis (EDA) and will cover the range of interesting features we can expect to find in data. The book will also explore the practical mechanics of using R to do EDA. Based on the author's course at the University of Connecticut, the book assumes no prior exposure to data analysis or programming, and is designed to be as non-mathematical as possible. Exercises are included throughout, and a Solutions Manual will be available. The author will also provide a supplemental R package through the Comprehensive R Archive Network that will include implementations of some of the features in this book, along with data examples, tools, and datasets"-- |
Beschreibung: | 1 Online-Ressource |
ISBN: | 9781315382111 |
DOI: | 10.1201/9781315382111 |
Internformat
MARC
LEADER | 00000nmm a22000001cb4500 | ||
---|---|---|---|
001 | BV046888792 | ||
003 | DE-604 | ||
005 | 20241029 | ||
007 | cr|uuu---uuuuu | ||
008 | 200908s2018 xxu|||| o||u| ||||||eng d | ||
020 | |a 9781315382111 |c Online, ebook |9 978-1-315-38211-1 | ||
024 | 7 | |a 10.1201/9781315382111 |2 doi | |
035 | |a (OCoLC)1197707823 | ||
035 | |a (DE-599)BVBBV046888792 | ||
040 | |a DE-604 |b ger |e rda | ||
041 | 0 | |a eng | |
044 | |a xxu |c XD-US | ||
049 | |a DE-91 |a DE-863 |a DE-862 | ||
050 | 0 | |a QA76.9.D343 | |
082 | 0 | |a 006.3/12 | |
084 | |a QH 232 |0 (DE-625)141547: |2 rvk | ||
084 | |a ST 250 |0 (DE-625)143626: |2 rvk | ||
100 | 1 | |a Pearson, Ronald K. |d 1952- |e Verfasser |0 (DE-588)121582736 |4 aut | |
245 | 1 | 0 | |a Exploratory data analysis using R |c Ronald K. Pearson |
264 | 1 | |a Boca Raton, FL |b CRC Press/Taylor & Francis Group |c 2018 | |
300 | |a 1 Online-Ressource | ||
336 | |b txt |2 rdacontent | ||
337 | |b c |2 rdamedia | ||
338 | |b cr |2 rdacarrier | ||
490 | 1 | |a Chapman & Hall/CRC data mining and knowledge discovery |v 45 | |
520 | 3 | |a "This textbook will introduce exploratory data analysis (EDA) and will cover the range of interesting features we can expect to find in data. The book will also explore the practical mechanics of using R to do EDA. Based on the author's course at the University of Connecticut, the book assumes no prior exposure to data analysis or programming, and is designed to be as non-mathematical as possible. Exercises are included throughout, and a Solutions Manual will be available. The author will also provide a supplemental R package through the Comprehensive R Archive Network that will include implementations of some of the features in this book, along with data examples, tools, and datasets"-- | |
650 | 0 | 7 | |a Data Mining |0 (DE-588)4428654-5 |2 gnd |9 rswk-swf |
650 | 0 | 7 | |a R |g Programm |0 (DE-588)4705956-4 |2 gnd |9 rswk-swf |
650 | 0 | 7 | |a Statistische Analyse |0 (DE-588)4116599-8 |2 gnd |9 rswk-swf |
653 | 0 | |a R (Computer program language) | |
653 | 0 | |a Data mining / Computer programs | |
653 | 0 | |a R (Computer program language) | |
653 | 0 | |a Data mining | |
689 | 0 | 0 | |a R |g Programm |0 (DE-588)4705956-4 |D s |
689 | 0 | 1 | |a Data Mining |0 (DE-588)4428654-5 |D s |
689 | 0 | 2 | |a Statistische Analyse |0 (DE-588)4116599-8 |D s |
689 | 0 | |5 DE-604 | |
776 | 0 | 8 | |i Erscheint auch als |n Druck-Ausgabe |z 978-1-4987-3025-9 |
830 | 0 | |a Chapman & Hall/CRC data mining and knowledge discovery |v 45 |w (DE-604)BV045264715 |9 45 | |
856 | 4 | 0 | |u https://doi.org/10.1201/9781315382111 |x Verlag |z URL des Erstveröffentlichers |3 Volltext |
912 | |a ZDB-4-NLEBK |a ZDB-7-TFC | ||
943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-032298663 | |
966 | e | |u https://doi.org/10.1201/9781315382111 |l DE-863 |p ZDB-7-TFC |x Verlag |3 Volltext | |
966 | e | |u https://doi.org/10.1201/9781315382111 |l DE-862 |p ZDB-7-TFC |x Verlag |3 Volltext | |
966 | e | |u https://search.ebscohost.com/login.aspx?direct=true&db=nlebk&AN=1768641&site=ehost-live |l DE-91 |p ZDB-4-NLEBK |q TUM_Einzelkauf |x Aggregator |3 Volltext |
Datensatz im Suchindex
_version_ | 1814306200712380416 |
---|---|
adam_text | |
adam_txt | |
any_adam_object | |
any_adam_object_boolean | |
author | Pearson, Ronald K. 1952- |
author_GND | (DE-588)121582736 |
author_facet | Pearson, Ronald K. 1952- |
author_role | aut |
author_sort | Pearson, Ronald K. 1952- |
author_variant | r k p rk rkp |
building | Verbundindex |
bvnumber | BV046888792 |
callnumber-first | Q - Science |
callnumber-label | QA76 |
callnumber-raw | QA76.9.D343 |
callnumber-search | QA76.9.D343 |
callnumber-sort | QA 276.9 D343 |
callnumber-subject | QA - Mathematics |
classification_rvk | QH 232 ST 250 |
collection | ZDB-4-NLEBK ZDB-7-TFC |
ctrlnum | (OCoLC)1197707823 (DE-599)BVBBV046888792 |
dewey-full | 006.3/12 |
dewey-hundreds | 000 - Computer science, information, general works |
dewey-ones | 006 - Special computer methods |
dewey-raw | 006.3/12 |
dewey-search | 006.3/12 |
dewey-sort | 16.3 212 |
dewey-tens | 000 - Computer science, information, general works |
discipline | Informatik Wirtschaftswissenschaften |
discipline_str_mv | Informatik |
doi_str_mv | 10.1201/9781315382111 |
format | Electronic eBook |
fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>00000nmm a22000001cb4500</leader><controlfield tag="001">BV046888792</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20241029</controlfield><controlfield tag="007">cr|uuu---uuuuu</controlfield><controlfield tag="008">200908s2018 xxu|||| o||u| ||||||eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9781315382111</subfield><subfield code="c">Online, ebook</subfield><subfield code="9">978-1-315-38211-1</subfield></datafield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1201/9781315382111</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1197707823</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV046888792</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="044" ind1=" " ind2=" "><subfield code="a">xxu</subfield><subfield code="c">XD-US</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-91</subfield><subfield code="a">DE-863</subfield><subfield code="a">DE-862</subfield></datafield><datafield tag="050" ind1=" " ind2="0"><subfield code="a">QA76.9.D343</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">006.3/12</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">QH 232</subfield><subfield code="0">(DE-625)141547:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">ST 250</subfield><subfield code="0">(DE-625)143626:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Pearson, Ronald K.</subfield><subfield code="d">1952-</subfield><subfield code="e">Verfasser</subfield><subfield code="0">(DE-588)121582736</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Exploratory data analysis using R</subfield><subfield code="c">Ronald K. Pearson</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Boca Raton, FL</subfield><subfield code="b">CRC Press/Taylor & Francis Group</subfield><subfield code="c">2018</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource</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">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="490" ind1="1" ind2=" "><subfield code="a">Chapman & Hall/CRC data mining and knowledge discovery</subfield><subfield code="v">45</subfield></datafield><datafield tag="520" ind1="3" ind2=" "><subfield code="a">"This textbook will introduce exploratory data analysis (EDA) and will cover the range of interesting features we can expect to find in data. The book will also explore the practical mechanics of using R to do EDA. Based on the author's course at the University of Connecticut, the book assumes no prior exposure to data analysis or programming, and is designed to be as non-mathematical as possible. Exercises are included throughout, and a Solutions Manual will be available. The author will also provide a supplemental R package through the Comprehensive R Archive Network that will include implementations of some of the features in this book, along with data examples, tools, and datasets"--</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Data Mining</subfield><subfield code="0">(DE-588)4428654-5</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">R</subfield><subfield code="g">Programm</subfield><subfield code="0">(DE-588)4705956-4</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Statistische Analyse</subfield><subfield code="0">(DE-588)4116599-8</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">R (Computer program language)</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">Data mining / Computer programs</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">R (Computer program language)</subfield></datafield><datafield tag="653" ind1=" " ind2="0"><subfield code="a">Data mining</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">R</subfield><subfield code="g">Programm</subfield><subfield code="0">(DE-588)4705956-4</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">Data Mining</subfield><subfield code="0">(DE-588)4428654-5</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="2"><subfield code="a">Statistische Analyse</subfield><subfield code="0">(DE-588)4116599-8</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="5">DE-604</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druck-Ausgabe</subfield><subfield code="z">978-1-4987-3025-9</subfield></datafield><datafield tag="830" ind1=" " ind2="0"><subfield code="a">Chapman & Hall/CRC data mining and knowledge discovery</subfield><subfield code="v">45</subfield><subfield code="w">(DE-604)BV045264715</subfield><subfield code="9">45</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://doi.org/10.1201/9781315382111</subfield><subfield code="x">Verlag</subfield><subfield code="z">URL des Erstveröffentlichers</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-4-NLEBK</subfield><subfield code="a">ZDB-7-TFC</subfield></datafield><datafield tag="943" ind1="1" ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-032298663</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1201/9781315382111</subfield><subfield code="l">DE-863</subfield><subfield code="p">ZDB-7-TFC</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1201/9781315382111</subfield><subfield code="l">DE-862</subfield><subfield code="p">ZDB-7-TFC</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://search.ebscohost.com/login.aspx?direct=true&db=nlebk&AN=1768641&site=ehost-live</subfield><subfield code="l">DE-91</subfield><subfield code="p">ZDB-4-NLEBK</subfield><subfield code="q">TUM_Einzelkauf</subfield><subfield code="x">Aggregator</subfield><subfield code="3">Volltext</subfield></datafield></record></collection> |
id | DE-604.BV046888792 |
illustrated | Not Illustrated |
index_date | 2024-07-03T15:20:26Z |
indexdate | 2024-10-30T04:00:25Z |
institution | BVB |
isbn | 9781315382111 |
language | English |
oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-032298663 |
oclc_num | 1197707823 |
open_access_boolean | |
owner | DE-91 DE-BY-TUM DE-863 DE-BY-FWS DE-862 DE-BY-FWS |
owner_facet | DE-91 DE-BY-TUM DE-863 DE-BY-FWS DE-862 DE-BY-FWS |
physical | 1 Online-Ressource |
psigel | ZDB-4-NLEBK ZDB-7-TFC ZDB-4-NLEBK TUM_Einzelkauf |
publishDate | 2018 |
publishDateSearch | 2018 |
publishDateSort | 2018 |
publisher | CRC Press/Taylor & Francis Group |
record_format | marc |
series | Chapman & Hall/CRC data mining and knowledge discovery |
series2 | Chapman & Hall/CRC data mining and knowledge discovery |
spellingShingle | Pearson, Ronald K. 1952- Exploratory data analysis using R Chapman & Hall/CRC data mining and knowledge discovery Data Mining (DE-588)4428654-5 gnd R Programm (DE-588)4705956-4 gnd Statistische Analyse (DE-588)4116599-8 gnd |
subject_GND | (DE-588)4428654-5 (DE-588)4705956-4 (DE-588)4116599-8 |
title | Exploratory data analysis using R |
title_auth | Exploratory data analysis using R |
title_exact_search | Exploratory data analysis using R |
title_exact_search_txtP | Exploratory data analysis using R |
title_full | Exploratory data analysis using R Ronald K. Pearson |
title_fullStr | Exploratory data analysis using R Ronald K. Pearson |
title_full_unstemmed | Exploratory data analysis using R Ronald K. Pearson |
title_short | Exploratory data analysis using R |
title_sort | exploratory data analysis using r |
topic | Data Mining (DE-588)4428654-5 gnd R Programm (DE-588)4705956-4 gnd Statistische Analyse (DE-588)4116599-8 gnd |
topic_facet | Data Mining R Programm Statistische Analyse |
url | https://doi.org/10.1201/9781315382111 |
volume_link | (DE-604)BV045264715 |
work_keys_str_mv | AT pearsonronaldk exploratorydataanalysisusingr |