MARC details
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06929cam a2200817Ia 4500 |
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ocn811820296 |
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OCoLC |
| 005 - DATE AND TIME OF LATEST TRANSACTION |
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20220711182355.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION |
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m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION |
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cr mn||||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
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121004s2012 si a ob 001 0 eng d |
| 010 ## - LIBRARY OF CONGRESS CONTROL NUMBER |
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| LC control number |
2012554726 |
| 040 ## - CATALOGING SOURCE |
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| Original cataloging agency |
HKP |
| Language of cataloging |
eng |
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pn |
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HKP |
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OCLCO |
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IDEBK |
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OCLCO |
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813396022 |
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1228577608 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9789814405492 |
| Qualifying information |
(electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| International Standard Book Number |
9814405493 |
| Qualifying information |
(electronic bk.) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| Cancelled/invalid ISBN |
9814405485 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| Cancelled/invalid ISBN |
9789814405485 |
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| Cancelled/invalid ISBN |
661394842X |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| Cancelled/invalid ISBN |
9786613948427 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| Cancelled/invalid ISBN |
1283635968 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
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| Cancelled/invalid ISBN |
9781283635967 |
| 029 1# - (OCLC) |
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AU@ |
| System control number |
000052914783 |
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CHNEW |
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000619968 |
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DEBBG |
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BV043139192 |
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DEBBG |
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BV044168974 |
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DEBSZ |
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379330369 |
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DEBSZ |
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421330406 |
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DEBSZ |
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454997787 |
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| OCLC library identifier |
NZ1 |
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15586797 |
| 035 ## - SYSTEM CONTROL NUMBER |
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| System control number |
(OCoLC)811820296 |
| Canceled/invalid control number |
(OCoLC)813396022 |
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(OCoLC)817819016 |
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(OCoLC)961608634 |
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(OCoLC)962660456 |
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(OCoLC)988436312 |
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(OCoLC)992043506 |
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(OCoLC)994983544 |
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(OCoLC)1037719214 |
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(OCoLC)1055383590 |
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(OCoLC)1062932222 |
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(OCoLC)1081293605 |
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(OCoLC)1086446623 |
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(OCoLC)1153466352 |
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(OCoLC)1228577608 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER |
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| Classification number |
QA278 |
| Item number |
.K427 2012eb |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
PBT |
| Source |
bicssc |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
MAT |
| Subject category code subdivision |
003000 |
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bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE |
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| Subject category code |
MAT |
| Subject category code subdivision |
029000 |
| Source |
bisacsh |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER |
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| Classification number |
519.5 |
| 049 ## - LOCAL HOLDINGS (OCLC) |
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| Holding library |
MAIN |
| 245 00 - TITLE STATEMENT |
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| Title |
Kernel smoothing in MATLAB : |
| Remainder of title |
theory and practice of Kernel smoothing / |
| Statement of responsibility, etc |
edited by Ivanka Horová, Jan Koláček, Jiří Zelinka. |
| 260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
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| Place of publication, distribution, etc |
Singapore : |
| Name of publisher, distributor, etc |
World Scientific, |
| Date of publication, distribution, etc |
2012. |
| 300 ## - PHYSICAL DESCRIPTION |
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| Extent |
1 online resource |
| 336 ## - |
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text |
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txt |
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rdacontent |
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computer |
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rdamedia |
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online resource |
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cr |
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rdacarrier |
| 520 ## - SUMMARY, ETC. |
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| Summary, etc |
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. |
| 505 0# - FORMATTED CONTENTS NOTE |
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| Formatted contents note |
1. Introduction. 1.1. Kernels and their properties. 1.2. Use of MATLAB toolbox. 1.3. Complements -- 2. Univariate kernel density estimation. 2.1. Basic definition. 2.2. Statistical properties of the estimate. 2.3. Choosing the shape of the kernel. 2.4. Choosing the bandwidth. 2.5. Density derivative estimation. 2.6. Automatic procedure for simultaneous choice of the kernel, the bandwidth and the kernel order. 2.7. Boundary effects. 2.8. Simulations. 2.9. Application to real data. 2.10. Use of MATLAB toolbox. 2.11. Complements -- 3. Kernel estimation of a distribution function. 3.1. Basic definition. 3.2. Statistical properties of the estimate. 3.3. Choosing the bandwidth. 3.4. Boundary effects. 3.5. Application to data. 3.6. Simulations. 3.7. Application to real data. 3.8. Use of MATLAB toolbox. 3.9. Complements -- 4. Kernel estimation and reliability assessment. 4.1. Basic definition. 4.2. Estimation of ROC curves. 4.3. Summary indices based on the ROC curve. 4.4. Other indices of reliability assessment. 4.5. Application to real data. 4.6. Use of MATLAB toolbox -- 5. Kernel estimation of a hazard function. 5.1. Basic definition. 5.2. Statistical properties of the estimate. 5.3. Choosing the bandwidth. 5.4. Description of algorithm. 5.5. Application to real data. 5.6. Use of MATLAB toolbox. 5.7. Complements -- 6. Kernel estimation of a regression function. 6.1. Basic definition. 6.2. Statistical properties of the estimate. 6.3. Choosing the bandwidth. 6.4. Estimation of the derivative of the regression function. 6.5. Automatic procedure for simultaneous choice of the kernel, the bandwidth and the kernel order. 6.6. Boundary effects. 6.7. Simulations. 6.8. Application to real data. 6.9. Use of MATLAB toolbox. 6.10. Complements -- 7. Multivariate kernel density estimation. 7.1. Basic definition. 7.2. Statistical properties of the estimate. 7.3. Bandwidth matrix selection. 7.4. A special case for bandwidth selection. 7.5. Simulations. 7.6. Application to real data. 7.7. Use of MATLAB toolbox. 7.8. Complements. |
| 504 ## - BIBLIOGRAPHY, ETC. NOTE |
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| Bibliography, etc |
Includes bibliographical references (pages 213-223) and index. |
| 590 ## - LOCAL NOTE (RLIN) |
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| Local note |
eBooks on EBSCOhost |
| Provenance (VM) [OBSOLETE] |
EBSCO eBook Subscription Academic Collection - Worldwide |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
|---|
| Topical term or geographic name as entry element |
Smoothing (Statistics) |
| 9 (RLIN) |
219430 |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Kernel functions. |
| 9 (RLIN) |
162326 |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Lissage (Statistique) |
| 9 (RLIN) |
898853 |
| 650 #6 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Noyaux (Mathématiques) |
| 9 (RLIN) |
898854 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
MATHEMATICS |
| General subdivision |
Applied. |
| Source of heading or term |
bisacsh |
| 9 (RLIN) |
866311 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
MATHEMATICS |
| General subdivision |
Probability & Statistics |
| -- |
General. |
| Source of heading or term |
bisacsh |
| 9 (RLIN) |
868409 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Kernel functions. |
| Source of heading or term |
fast |
| -- |
(OCoLC)fst00986892 |
| 9 (RLIN) |
162326 |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM |
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| Topical term or geographic name as entry element |
Smoothing (Statistics) |
| Source of heading or term |
fast |
| -- |
(OCoLC)fst01121770 |
| 9 (RLIN) |
219430 |
| 655 #0 - INDEX TERM--GENRE/FORM |
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| Genre/form data or focus term |
Electronic books. |
| 655 #4 - INDEX TERM--GENRE/FORM |
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| Genre/form data or focus term |
Electronic books. |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Horová, Ivana. |
| 9 (RLIN) |
898855 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Koláček, Jan. |
| 9 (RLIN) |
898856 |
| 700 1# - ADDED ENTRY--PERSONAL NAME |
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| Personal name |
Zelinka, Jiří. |
| 9 (RLIN) |
898857 |
| 776 08 - ADDITIONAL PHYSICAL FORM ENTRY |
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| Display text |
Print version: |
| Title |
Kernel smoothing in MATLAB. |
| Place, publisher, and date of publication |
Singapore : World Scientific, 2012 |
| Record control number |
(DLC) 2012554726 |
| 856 40 - ELECTRONIC LOCATION AND ACCESS |
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| Uniform Resource Identifier |
<a href="https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=491509">https://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&AN=491509</a> |
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EBL1044403 |
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IDEB |
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394842 |
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YANK |
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