MARC details
000 -LEADER |
fixed length control field |
01536nam a22002297a 4500 |
003 - CONTROL NUMBER IDENTIFIER |
control field |
CUTN |
005 - DATE AND TIME OF LATEST TRANSACTION |
control field |
20230801114253.0 |
008 - FIXED-LENGTH DATA ELEMENTS--GENERAL INFORMATION |
fixed length control field |
230801b |||||||| |||| 00| 0 eng d |
020 ## - INTERNATIONAL STANDARD BOOK NUMBER |
International Standard Book Number |
9783319044491 |
041 ## - LANGUAGE CODE |
Language |
English |
082 ## - DEWEY DECIMAL CLASSIFICATION NUMBER |
Edition number |
23 |
Classification number |
551.601 |
Item number |
MUD |
100 ## - MAIN ENTRY--PERSONAL NAME |
Personal name |
Mudelsee, Manfred |
245 ## - TITLE STATEMENT |
Title |
Climate time series analysis : |
Remainder of title |
Classical statistical and bootstrap methods / |
Statement of responsibility, etc |
Manfred Mudelsee |
250 ## - EDITION STATEMENT |
Edition statement |
2nd ed. |
260 ## - PUBLICATION, DISTRIBUTION, ETC. (IMPRINT) |
Place of publication, distribution, etc |
Dordrecht : |
Name of publisher, distributor, etc |
Springer, |
Date of publication, distribution, etc |
2014. |
300 ## - PHYSICAL DESCRIPTION |
Extent |
xxxiv, 474 p.: |
Other physical details |
ill.; |
Dimensions |
15.6 x 2.69 x 23.39 cm. |
505 ## - FORMATTED CONTENTS NOTE |
Contents |
Part I Fundamental Concepts<br/>1. Introduction; <br/>2. Persistence Models; <br/>3. Bootstrap Confidence Intervals; |
Title |
Part II Univariate Time Series; <br/>4. Regression I; <br/>5. Spectral Analysis; <br/>6. Extreme Value Time Series; <br/> |
-- |
Part III Bivariate Time Series; <br/>7. Correlation; <br/>8. Regression II; <br/> |
-- |
Part IV Outlook; <br/>9. Future Directions |
520 ## - SUMMARY, ETC. |
Summary, etc |
Climate is a paradigm of a complex system. Analysing climate data is an exciting challenge, which is increased by non-normal distributional shape, serial dependence, uneven spacing and timescale uncertainties. This book presents bootstrap resampling as a computing-intensive method able to meet the challenge. It shows the bootstrap to perform reliably in the most important statistical estimation techniques: regression, spectral analysis, extreme values and correlation. This book is written for climatologists and applied statisticians. |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Climatology Statistical methods |
650 ## - SUBJECT ADDED ENTRY--TOPICAL TERM |
Topical term or geographic name as entry element |
Environnement |
942 ## - ADDED ENTRY ELEMENTS (KOHA) |
Source of classification or shelving scheme |
Dewey Decimal Classification |
Koha item type |
General Books |