Handbook of Environmental and Ecological Statistics / (Record no. 126875)
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| 000 -LEADER | |
|---|---|
| fixed length control field | 06116cam a2200697Mi 4500 |
| 001 - CONTROL NUMBER | |
| control field | 9781315152509 |
| 003 - CONTROL NUMBER IDENTIFIER | |
| control field | FlBoTFG |
| 005 - DATE AND TIME OF LATEST TRANSACTION | |
| control field | 20220509192933.0 |
| 006 - FIXED-LENGTH DATA ELEMENTS--ADDITIONAL MATERIAL CHARACTERISTICS--GENERAL INFORMATION | |
| fixed length control field | m o d |
| 007 - PHYSICAL DESCRIPTION FIXED FIELD--GENERAL INFORMATION | |
| fixed length control field | cr cn||||||||| |
| 008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION | |
| fixed length control field | 170721s2017 flua o 000 0 eng d |
| 040 ## - CATALOGING SOURCE | |
| Original cataloging agency | OCoLC-P |
| Language of cataloging | eng |
| Description conventions | rda |
| -- | pn |
| Transcribing agency | OCoLC-P |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781315152509 |
| -- | (e-book ; |
| -- | PDF) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1315152509 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781498752121 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1498752128 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781498752022 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1498752020 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781351639019 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1351639013 |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 9781351648547 |
| -- | (electronic bk. : EPUB) |
| 020 ## - INTERNATIONAL STANDARD BOOK NUMBER | |
| International Standard Book Number | 1351648543 |
| -- | (electronic bk. : EPUB) |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC)994595046 |
| Canceled/invalid control number | (OCoLC)1003888856 |
| -- | (OCoLC)1015209584 |
| -- | (OCoLC)1036296568 |
| 035 ## - SYSTEM CONTROL NUMBER | |
| System control number | (OCoLC-P)994595046 |
| 050 #4 - LIBRARY OF CONGRESS CALL NUMBER | |
| Classification number | GE45.S73 |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | MAT |
| Subject category code subdivision | 029000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | NAT |
| Subject category code subdivision | 010000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | SCI |
| Subject category code subdivision | 026000 |
| Source | bisacsh |
| 072 #7 - SUBJECT CATEGORY CODE | |
| Subject category code | TQ |
| Source | bicssc |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | 363.70072/7 |
| Edition number | 23 |
| 082 04 - DEWEY DECIMAL CLASSIFICATION NUMBER | |
| Classification number | [E] |
| 100 1# - MAIN ENTRY--PERSONAL NAME | |
| Personal name | Gelfand, Alan E., |
| Dates associated with a name | 1945- |
| Relator term | author. |
| 245 10 - TITLE STATEMENT | |
| Title | Handbook of Environmental and Ecological Statistics / |
| Statement of responsibility, etc | Alan E. Gelfand. |
| 250 ## - EDITION STATEMENT | |
| Edition statement | First edition. |
| 264 #1 - | |
| -- | Boca Raton, FL : |
| -- | CRC Press, |
| -- | 2017. |
| 300 ## - PHYSICAL DESCRIPTION | |
| Extent | 1 online resource : |
| Other physical details | text file, PDF. |
| 336 ## - | |
| -- | text |
| -- | txt |
| -- | rdacontent |
| 337 ## - | |
| -- | computer |
| -- | c |
| -- | rdamedia |
| 338 ## - | |
| -- | online resource |
| -- | cr |
| -- | rdacarrier |
| 490 1# - SERIES STATEMENT | |
| Series statement | Chapman & Hall/CRC handbooks of modern statistical methods |
| 520 2# - SUMMARY, ETC. | |
| Summary, etc | "This handbook focuses on the enormous literature applying statistical methodology and modelling to environmental and ecological processes. The statistics community has become increasingly interdisciplinary, bringing a large collection of modern tools to all areas of application in the environmental processes. In addition, the environmental community has substantially increased its scope of data collection including, e.g., observational data, satellite-derived data, and computer model output. The resultant impact in this latter community has been substantial. The contribution of this handbook is to assemble, in roughly 35 chapters, a state-ofthe-art view of this interface"--Provided by publisher. |
| 505 0# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | Cover; Half Title; Title Page; Copyright Page; Table of Contents; Preface; 1: Introduction; I: Methodology for Statistical Analysis of Environmental Processes; 2: Modeling for environmental and ecological processes; 2.1 Introduction; 2.2 Stochastic modeling; 2.3 Basics of Bayesian inference; 2.3.1 Priors; 2.3.2 Posterior inference; 2.3.3 Bayesian computation; 2.4 Hierarchical modeling; 2.4.1 Introducing uncertainty; 2.4.2 Random effects and missing data; 2.5 Latent variables; 2.6 Mixture models; 2.7 Random effects; 2.8 Dynamic models; 2.9 Model adequacy; 2.10 Model comparison |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 2.10.1 Bayesian model comparison2.10.2 Model comparison in predictive space; 2.11 Summary; 3: Time series methodology; 3.1 Introduction; 3.2 Time series processes; 3.3 Stationary processes; 3.3.1 Filtering preserves stationarity; 3.3.2 Classes of stationary processes; 3.3.2.1 IID noise and white noise; 3.3.2.2 Linear processes; 3.3.2.3 Autoregressive moving average processes; 3.4 Statistical inference for stationary series; 3.4.1 Estimating the process mean; 3.4.2 Estimating the ACVF and ACF; 3.4.3 Prediction and forecasting; 3.4.4 Using measures of correlation for ARMA model identification |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 3.4.5 Parameter estimation3.4.6 Model assessment and comparison; 3.4.7 Statistical inference for the Canadian lynx series; 3.5 Nonstationary time series; 3.5.1 A classical decomposition for nonstationary processes; 3.5.2 Stochastic representations of nonstationarity; 3.6 Long memory processes; 3.7 Changepoint methods; 3.8 Discussion and conclusions; 4: Dynamic models; 4.1 Introduction; 4.2 Univariate Normal Dynamic Linear Models (NDLM); 4.2.1 Forward learning: the Kalman filter; 4.2.2 Backward learning: the Kalman smoother; 4.2.3 Integrated likelihood; 4.2.4 Some properties of NDLMs |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 4.2.5 Dynamic generalized linear models (DGLM)4.3 Multivariate Dynamic Linear Models; 4.3.1 Multivariate NDLMs; 4.3.2 Multivariate common-component NDLMs; 4.3.3 Matrix-variate NDLMs; 4.3.4 Hierarchical dynamic linear models (HDLM); 4.3.5 Spatio-temporal models; 4.4 Further aspects of spatio-temporal modeling; 4.4.1 Process convolution based approaches; 4.4.2 Models based on stochastic partial differential equations; 4.4.3 Models based on integro-difference equations; 5: Geostatistical Modeling for Environmental Processes; 5.1 Introduction; 5.2 Elements of point-referenced modeling |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 5.2.1 Spatial processes, covariance functions, stationarity and isotropy5.2.2 Anisotropy and nonstationarity; 5.2.3 Variograms; 5.3 Spatial interpolation and kriging; 5.4 Summary; 6: Spatial and spatio-temporal point processes in ecological applications; 6.1 Introduction -- relevance of spatial point processes to ecology; 6.2 Point processes as mathematical objects; 6.3 Basic definitions; 6.4 Exploratory analysis -- summary characteristics; 6.4.1 The Poisson process-a null model; 6.4.2 Descriptive methods; 6.4.3 Usage in ecology; 6.5 Point process models |
| 505 8# - FORMATTED CONTENTS NOTE | |
| Formatted contents note | 6.5.1 Modelling environmental heterogeneity -- inhomogeneous Poisson processes and Cox processes |
| 588 ## - | |
| -- | OCLC-licensed vendor bibliographic record. |
| 650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | NATURE |
| General subdivision | Ecology. |
| Source of heading or term | bisacsh |
| 650 07 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | SCIENCE |
| General subdivision | Environmental Science. |
| Source of heading or term | bisacsh |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Environmental sciences |
| General subdivision | Statistical methods. |
| 650 #0 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | Ecology |
| General subdivision | Statistical methods. |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | MATHEMATICS / Probability & Statistics / General |
| Source of heading or term | bisacsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | NATURE / Ecology |
| Source of heading or term | bisacsh |
| 650 #7 - SUBJECT ADDED ENTRY--TOPICAL TERM | |
| Topical term or geographic name as entry element | SCIENCE / Environmental Science |
| Source of heading or term | bisacsh |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Fuentes, Montserrat, |
| Relator term | author. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Hoeting, Jennifer A. |
| Fuller form of name | (Jennifer Ann), |
| Dates associated with a name | 1966- |
| Relator term | author. |
| 700 1# - ADDED ENTRY--PERSONAL NAME | |
| Personal name | Smith, Richard Lyttleton, |
| Relator term | author. |
| 856 40 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | Taylor & Francis |
| Uniform Resource Identifier | https://www.taylorfrancis.com/books/9781315152509 |
| 856 42 - ELECTRONIC LOCATION AND ACCESS | |
| Materials specified | OCLC metadata license agreement |
| Uniform Resource Identifier | http://www.oclc.org/content/dam/oclc/forms/terms/vbrl-201703.pdf |
| 938 ## - | |
| -- | Taylor & Francis |
| -- | TAFR |
| -- | 9781315152509 |
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