Handling missing data : (Record no. 187)

MARC details
000 -LEADER
fixed length control field 02103cam a22002777a 4500
001 - CONTROL NUMBER
control field 13338733
003 - CONTROL NUMBER IDENTIFIER
control field OSt
005 - DATE AND TIME OF LATEST TRANSACTION
control field 20230802100606.0
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION
fixed length control field 030910s2004 enka 000 0 eng d
010 ## - LIBRARY OF CONGRESS CONTROL NUMBER
LC control number 2003112641
020 ## - INTERNATIONAL STANDARD BOOK NUMBER
International Standard Book Number 1853129925
035 ## - SYSTEM CONTROL NUMBER
System control number (DLC)13338733
040 ## - CATALOGING SOURCE
Original cataloging agency BUL
Transcribing agency BUL
Modifying agency BUL
042 ## - AUTHENTICATION CODE
Authentication code lccopycat
082 00 - DEWEY DECIMAL CLASSIFICATION NUMBER
Classification number 519.5
Edition number 22
Item number HAN
245 00 - TITLE STATEMENT
Title Handling missing data :
Remainder of title applications to environmental analysis /
Statement of responsibility, etc. editors, G. Latini & G. Passerini.
260 ## - PUBLICATION, DISTRIBUTION, ETC.
Place of publication, distribution, etc. Southampton, UK ;
-- Boston :
Name of publisher, distributor, etc. WIT Press,
Date of publication, distribution, etc. c2004.
300 ## - PHYSICAL DESCRIPTION
Extent 185 p. :
Other physical details ill. ;
Dimensions 24 cm. +
Accompanying material 1 CD-ROM (4 3/4 in.).
440 #0 - SERIES STATEMENT/ADDED ENTRY--TITLE
Title Advances in management information series,
International Standard Serial Number 1742-0172
500 ## - GENERAL NOTE
General note <br/><br/><br/>CONTENT<br/><br/><br/>Chapter 1 An introduction to the statistical filling of environmental data times series<br/>1.1 Classification of missing data<br/>1.2 Linear interpolation<br/>1.3 Imputation<br/><br/>Chapter 2 Data validation and data gaps in environmental time series<br/>2.1 Monitoring stations<br/>2.2 Analysis and validation of time series<br/><br/>Chapter 3 Statistical modelling of the remediation of environmental data time series<br/>3.1 Statistical modelling applicable to time series<br/>3.2 Autoregressive models and time series<br/>3.3 Development of models for forecast and remediation<br/><br/>Chapter 4 Imputation techniques for meteorological and air quality data filling<br/>4.1 Imputation techniques and missing data<br/>4.2 Nearest neighbour techniques<br/>4.3 Spatial interpolation<br/>4.4 The voronoi diagram<br/>4.5 Statistic filling of sparse time series<br/><br/>Chapter 5 Neural networks and their applications to meteorological and air quality data filling<br/>5.1 Introduction to Neural networks<br/>5.2 Neural networks in data remediation<br/>5.3 A survey on Neural network applications in meteorological and air quality fields<br/>5.4 Building up networks for remediation of time series<br/>5.5 Are the ANN applicable to the remediation of time series?
504 ## - BIBLIOGRAPHY, ETC. NOTE
Bibliography, etc. note References : p. 181 - 185
650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM
Topical term or geographic name entry element Time-series analysis.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Latini, G.
700 1# - ADDED ENTRY--PERSONAL NAME
Personal name Passerini, G.
942 ## - ADDED ENTRY ELEMENTS (KOHA)
Source of classification or shelving scheme Dewey Decimal Classification
Koha item type Book Closed Access
Classification part 519.5
Item part 1
Call number prefix HAN.
Call number suffix 519.5 HAN.
Holdings
Withdrawn status Lost status Source of classification or shelving scheme Damaged status Not for loan Home library Current library Date acquired Source of acquisition Inventory number Total Checkouts Full call number Barcode Date last seen Copy number Price effective from Koha item type
    Dewey Decimal Classification     Engineering Library Engineering Library 01/25/2021 Purchased 0015860   519.5 HAN. 1 BUML23080063 01/25/2021 1 01/25/2021 Book Closed Access
    Dewey Decimal Classification     Engineering Library Engineering Library 01/25/2021 Purchased 0015826   519.5 HAN. 2 BUML23080064 01/25/2021 2 01/25/2021 Book Closed Access