Kernel smoothing in MATLAB theory and practice of kernel smoothing
Methods of kernel estimates represent one of the most effective nonparametric smoothing techniques. These methods are simple to understand and they possess very good statistical properties. This book provides a concise and comprehensive overview of statistical theory and in addition, emphasis is giv...
Gespeichert in:
| 1. Verfasser: | |
|---|---|
| Format: | Elektronisch E-Book |
| Sprache: | English |
| Veröffentlicht: |
Singapore
World Scientific Pub. Co.
c2012
|
| Schlagworte: | |
| Online-Zugang: | DE-92 URL des Erstveroeffentlichers |
| Tags: |
Tag hinzufügen
Keine Tags, Fügen Sie den ersten Tag hinzu!
|
MARC
| LEADER | 00000nam a2200000zc 4500 | ||
|---|---|---|---|
| 001 | BV044638916 | ||
| 003 | DE-604 | ||
| 005 | 00000000000000.0 | ||
| 007 | cr|uuu---uuuuu | ||
| 008 | 171120s2012 xx a||| o|||| 00||| eng d | ||
| 020 | |a 9789814405492 |c electronic bk. |9 978-981-4405-49-2 | ||
| 024 | 7 | |a 10.1142/8468 |2 doi | |
| 035 | |a (ZDB-124-WOP)00002798 | ||
| 035 | |a (OCoLC)1012702681 | ||
| 035 | |a (DE-599)BVBBV044638916 | ||
| 040 | |a DE-604 |b ger |e aacr | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-92 | ||
| 082 | 0 | |a 519.5 |2 22 | |
| 084 | |a QH 234 |0 (DE-625)141549: |2 rvk | ||
| 100 | 1 | |a Horova, Ivanka |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Kernel smoothing in MATLAB |b theory and practice of kernel smoothing |c Ivanka Horova, Jan Kolacek, Jiri Zelinka |
| 264 | 1 | |a Singapore |b World Scientific Pub. Co. |c c2012 | |
| 300 | |a xiii, 227 p. |b ill | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b c |2 rdamedia | ||
| 338 | |b cr |2 rdacarrier | ||
| 520 | |a Methods of kernel estimates represent one of the most effective nonparametric smoothing techniques. These methods are simple to understand and they possess very good statistical properties. This book provides a concise and comprehensive overview of statistical theory and in addition, emphasis is given to the implementation of presented methods in MATLAB. All created programs are included in a special toolbox which is an integral part of the book. This toolbox contains many MATLAB scripts useful for kernel smoothing of density, cumulative distribution function, regression function, hazard function, indices of quality and bivariate density. Specifically, methods for choosing a choice of the optimal bandwidth and a special procedure for simultaneous choice of the bandwidth, the kernel and its order are implemented. The toolbox is divided into six parts according to the chapters of the book. All scripts are included in a user interface and it is easy to manipulate with this interface. Each chapter of the book contains a detailed help for the related part of the toolbox too. This book is intended for newcomers to the field of smoothing techniques and would also be appropriate for a wide audience: advanced graduate, PhD students and researchers from both the statistical science and interface disciplines | ||
| 650 | 4 | |a Smoothing (Statistics) | |
| 650 | 4 | |a Kernel functions | |
| 650 | 0 | 7 | |a Kern |g Mathematik |0 (DE-588)4163599-1 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a MATLAB |0 (DE-588)4329066-8 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Kernel |g Informatik |0 (DE-588)4338679-9 |2 gnd |9 rswk-swf |
| 650 | 0 | 7 | |a Glättung |0 (DE-588)4157404-7 |2 gnd |9 rswk-swf |
| 689 | 0 | 0 | |a Kernel |g Informatik |0 (DE-588)4338679-9 |D s |
| 689 | 0 | 1 | |a MATLAB |0 (DE-588)4329066-8 |D s |
| 689 | 0 | |8 1\p |5 DE-604 | |
| 689 | 1 | 0 | |a Kern |g Mathematik |0 (DE-588)4163599-1 |D s |
| 689 | 1 | 1 | |a Glättung |0 (DE-588)4157404-7 |D s |
| 689 | 1 | |8 2\p |5 DE-604 | |
| 700 | 1 | |a Kolacek, Jan |e Sonstige |4 oth | |
| 700 | 1 | |a Zelinka, Jiri |e Sonstige |4 oth | |
| 776 | 0 | 8 | |i Erscheint auch als |n Druck-Ausgabe |z 9789814405485 |
| 856 | 4 | 0 | |u http://www.worldscientific.com/worldscibooks/10.1142/8468#t=toc |x Verlag |z URL des Erstveroeffentlichers |3 Volltext |
| 912 | |a ZDB-124-WOP | ||
| 883 | 1 | |8 1\p |a cgwrk |d 20201028 |q DE-101 |u https://d-nb.info/provenance/plan#cgwrk | |
| 883 | 1 | |8 2\p |a cgwrk |d 20201028 |q DE-101 |u https://d-nb.info/provenance/plan#cgwrk | |
| 943 | 1 | |a oai:aleph.bib-bvb.de:BVB01-030036888 | |
| 966 | e | |u http://www.worldscientific.com/worldscibooks/10.1142/8468#t=toc |l DE-92 |p ZDB-124-WOP |q FHN_PDA_WOP |x Verlag |3 Volltext | |
Datensatz im Suchindex
| _version_ | 1819301221564940288 |
|---|---|
| any_adam_object | |
| author | Horova, Ivanka |
| author_facet | Horova, Ivanka |
| author_role | aut |
| author_sort | Horova, Ivanka |
| author_variant | i h ih |
| building | Verbundindex |
| bvnumber | BV044638916 |
| classification_rvk | QH 234 |
| collection | ZDB-124-WOP |
| ctrlnum | (ZDB-124-WOP)00002798 (OCoLC)1012702681 (DE-599)BVBBV044638916 |
| dewey-full | 519.5 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.5 |
| dewey-search | 519.5 |
| dewey-sort | 3519.5 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik Wirtschaftswissenschaften |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>03481nam a2200553zc 4500</leader><controlfield tag="001">BV044638916</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">00000000000000.0</controlfield><controlfield tag="007">cr|uuu---uuuuu</controlfield><controlfield tag="008">171120s2012 xx a||| o|||| 00||| eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9789814405492</subfield><subfield code="c">electronic bk.</subfield><subfield code="9">978-981-4405-49-2</subfield></datafield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1142/8468</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ZDB-124-WOP)00002798</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)1012702681</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV044638916</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-92</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">519.5</subfield><subfield code="2">22</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">QH 234</subfield><subfield code="0">(DE-625)141549:</subfield><subfield code="2">rvk</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Horova, Ivanka</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Kernel smoothing in MATLAB</subfield><subfield code="b">theory and practice of kernel smoothing</subfield><subfield code="c">Ivanka Horova, Jan Kolacek, Jiri Zelinka</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">Singapore</subfield><subfield code="b">World Scientific Pub. Co.</subfield><subfield code="c">c2012</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">xiii, 227 p.</subfield><subfield code="b">ill</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="520" ind1=" " ind2=" "><subfield code="a">Methods of kernel estimates represent one of the most effective nonparametric smoothing techniques. These methods are simple to understand and they possess very good statistical properties. This book provides a concise and comprehensive overview of statistical theory and in addition, emphasis is given to the implementation of presented methods in MATLAB. All created programs are included in a special toolbox which is an integral part of the book. This toolbox contains many MATLAB scripts useful for kernel smoothing of density, cumulative distribution function, regression function, hazard function, indices of quality and bivariate density. Specifically, methods for choosing a choice of the optimal bandwidth and a special procedure for simultaneous choice of the bandwidth, the kernel and its order are implemented. The toolbox is divided into six parts according to the chapters of the book. All scripts are included in a user interface and it is easy to manipulate with this interface. Each chapter of the book contains a detailed help for the related part of the toolbox too. This book is intended for newcomers to the field of smoothing techniques and would also be appropriate for a wide audience: advanced graduate, PhD students and researchers from both the statistical science and interface disciplines</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Smoothing (Statistics)</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Kernel functions</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Kern</subfield><subfield code="g">Mathematik</subfield><subfield code="0">(DE-588)4163599-1</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">MATLAB</subfield><subfield code="0">(DE-588)4329066-8</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Kernel</subfield><subfield code="g">Informatik</subfield><subfield code="0">(DE-588)4338679-9</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="650" ind1="0" ind2="7"><subfield code="a">Glättung</subfield><subfield code="0">(DE-588)4157404-7</subfield><subfield code="2">gnd</subfield><subfield code="9">rswk-swf</subfield></datafield><datafield tag="689" ind1="0" ind2="0"><subfield code="a">Kernel</subfield><subfield code="g">Informatik</subfield><subfield code="0">(DE-588)4338679-9</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2="1"><subfield code="a">MATLAB</subfield><subfield code="0">(DE-588)4329066-8</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="0" ind2=" "><subfield code="8">1\p</subfield><subfield code="5">DE-604</subfield></datafield><datafield tag="689" ind1="1" ind2="0"><subfield code="a">Kern</subfield><subfield code="g">Mathematik</subfield><subfield code="0">(DE-588)4163599-1</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2="1"><subfield code="a">Glättung</subfield><subfield code="0">(DE-588)4157404-7</subfield><subfield code="D">s</subfield></datafield><datafield tag="689" ind1="1" ind2=" "><subfield code="8">2\p</subfield><subfield code="5">DE-604</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Kolacek, Jan</subfield><subfield code="e">Sonstige</subfield><subfield code="4">oth</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Zelinka, Jiri</subfield><subfield code="e">Sonstige</subfield><subfield code="4">oth</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">9789814405485</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">http://www.worldscientific.com/worldscibooks/10.1142/8468#t=toc</subfield><subfield code="x">Verlag</subfield><subfield code="z">URL des Erstveroeffentlichers</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-124-WOP</subfield></datafield><datafield tag="883" ind1="1" ind2=" "><subfield code="8">1\p</subfield><subfield code="a">cgwrk</subfield><subfield code="d">20201028</subfield><subfield code="q">DE-101</subfield><subfield code="u">https://d-nb.info/provenance/plan#cgwrk</subfield></datafield><datafield tag="883" ind1="1" ind2=" "><subfield code="8">2\p</subfield><subfield code="a">cgwrk</subfield><subfield code="d">20201028</subfield><subfield code="q">DE-101</subfield><subfield code="u">https://d-nb.info/provenance/plan#cgwrk</subfield></datafield><datafield tag="943" ind1="1" ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-030036888</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">http://www.worldscientific.com/worldscibooks/10.1142/8468#t=toc</subfield><subfield code="l">DE-92</subfield><subfield code="p">ZDB-124-WOP</subfield><subfield code="q">FHN_PDA_WOP</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield></record></collection> |
| id | DE-604.BV044638916 |
| illustrated | Illustrated |
| indexdate | 2024-12-24T06:14:03Z |
| institution | BVB |
| isbn | 9789814405492 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-030036888 |
| oclc_num | 1012702681 |
| open_access_boolean | |
| owner | DE-92 |
| owner_facet | DE-92 |
| physical | xiii, 227 p. ill |
| psigel | ZDB-124-WOP ZDB-124-WOP FHN_PDA_WOP |
| publishDate | 2012 |
| publishDateSearch | 2012 |
| publishDateSort | 2012 |
| publisher | World Scientific Pub. Co. |
| record_format | marc |
| spelling | Horova, Ivanka Verfasser aut Kernel smoothing in MATLAB theory and practice of kernel smoothing Ivanka Horova, Jan Kolacek, Jiri Zelinka Singapore World Scientific Pub. Co. c2012 xiii, 227 p. ill txt rdacontent c rdamedia cr rdacarrier Methods of kernel estimates represent one of the most effective nonparametric smoothing techniques. These methods are simple to understand and they possess very good statistical properties. This book provides a concise and comprehensive overview of statistical theory and in addition, emphasis is given to the implementation of presented methods in MATLAB. All created programs are included in a special toolbox which is an integral part of the book. This toolbox contains many MATLAB scripts useful for kernel smoothing of density, cumulative distribution function, regression function, hazard function, indices of quality and bivariate density. Specifically, methods for choosing a choice of the optimal bandwidth and a special procedure for simultaneous choice of the bandwidth, the kernel and its order are implemented. The toolbox is divided into six parts according to the chapters of the book. All scripts are included in a user interface and it is easy to manipulate with this interface. Each chapter of the book contains a detailed help for the related part of the toolbox too. This book is intended for newcomers to the field of smoothing techniques and would also be appropriate for a wide audience: advanced graduate, PhD students and researchers from both the statistical science and interface disciplines Smoothing (Statistics) Kernel functions Kern Mathematik (DE-588)4163599-1 gnd rswk-swf MATLAB (DE-588)4329066-8 gnd rswk-swf Kernel Informatik (DE-588)4338679-9 gnd rswk-swf Glättung (DE-588)4157404-7 gnd rswk-swf Kernel Informatik (DE-588)4338679-9 s MATLAB (DE-588)4329066-8 s 1\p DE-604 Kern Mathematik (DE-588)4163599-1 s Glättung (DE-588)4157404-7 s 2\p DE-604 Kolacek, Jan Sonstige oth Zelinka, Jiri Sonstige oth Erscheint auch als Druck-Ausgabe 9789814405485 http://www.worldscientific.com/worldscibooks/10.1142/8468#t=toc Verlag URL des Erstveroeffentlichers Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk 2\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
| spellingShingle | Horova, Ivanka Kernel smoothing in MATLAB theory and practice of kernel smoothing Smoothing (Statistics) Kernel functions Kern Mathematik (DE-588)4163599-1 gnd MATLAB (DE-588)4329066-8 gnd Kernel Informatik (DE-588)4338679-9 gnd Glättung (DE-588)4157404-7 gnd |
| subject_GND | (DE-588)4163599-1 (DE-588)4329066-8 (DE-588)4338679-9 (DE-588)4157404-7 |
| title | Kernel smoothing in MATLAB theory and practice of kernel smoothing |
| title_auth | Kernel smoothing in MATLAB theory and practice of kernel smoothing |
| title_exact_search | Kernel smoothing in MATLAB theory and practice of kernel smoothing |
| title_full | Kernel smoothing in MATLAB theory and practice of kernel smoothing Ivanka Horova, Jan Kolacek, Jiri Zelinka |
| title_fullStr | Kernel smoothing in MATLAB theory and practice of kernel smoothing Ivanka Horova, Jan Kolacek, Jiri Zelinka |
| title_full_unstemmed | Kernel smoothing in MATLAB theory and practice of kernel smoothing Ivanka Horova, Jan Kolacek, Jiri Zelinka |
| title_short | Kernel smoothing in MATLAB |
| title_sort | kernel smoothing in matlab theory and practice of kernel smoothing |
| title_sub | theory and practice of kernel smoothing |
| topic | Smoothing (Statistics) Kernel functions Kern Mathematik (DE-588)4163599-1 gnd MATLAB (DE-588)4329066-8 gnd Kernel Informatik (DE-588)4338679-9 gnd Glättung (DE-588)4157404-7 gnd |
| topic_facet | Smoothing (Statistics) Kernel functions Kern Mathematik MATLAB Kernel Informatik Glättung |
| url | http://www.worldscientific.com/worldscibooks/10.1142/8468#t=toc |
| work_keys_str_mv | AT horovaivanka kernelsmoothinginmatlabtheoryandpracticeofkernelsmoothing AT kolacekjan kernelsmoothinginmatlabtheoryandpracticeofkernelsmoothing AT zelinkajiri kernelsmoothinginmatlabtheoryandpracticeofkernelsmoothing |