Statistical analysis in climate research:
Gespeichert in:
Beteilige Person: | |
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Format: | Elektronisch E-Book |
Sprache: | Englisch |
Veröffentlicht: |
Cambridge
Cambridge University Press
1999
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Schlagwörter: | |
Links: | http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=77515 http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=77515 http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=77515 |
Beschreibung: | Includes bibliographical references (p. 455-468) and index 1. Introduction -- I. Fundamentals. 2. Probability Theory. 3. Distributions of Climate Variables. 4. Concepts in Statistical Inference. 5. Estimation -- II. Confirmation and Analysis. 6. The Statistical Test of a Hypothesis. 7. Analysis of Atmospheric Circulation Problems -- III. Fitting Statistical Models. 8. Regression. 9. Analysis of Variance -- IV. Time Series. 10. Time Series and Stochastic Processes. 11. Parameters of Univariate and Bivariate Time Series. 12. Estimating Covariance Functions and Spectra -- V. Eigen Techniques. 13. Empirical Orthogonal Functions. 14. Canonical Correlation Analysis. 15. POP Analysis. 16. Complex Eigentechniques -- VI. Other Topics. 17. Specific Statistical Concepts in Climate Research. 18. Forecast Quality Evaluation. B. Elements of Linear Analysis -- C. Fourier Analysis and Fourier Transform -- D. Normal Density and Cumulative Distribution Function -- E. The X[superscript 2] Distribution -- F. Student's t Distribution -- G. The F Distribution -- H. Table-Look-Up Test -- I. Critical Values for the Mann-Whitney Test -- J. Quantiles of the Squared-ranks Test Statistic -- K. Quantiles of the Spearman Rank Correlation Coefficient -- L. Correlations and Probability Statements -- M. Some Proofs of Theorems and Equations Climatology is, to a large degree, the study of the statistics of our climate. The powerful tools of mathematical statistics therefore find wide application in climatological research. The purpose of this book is to help the climatologist understand the basic precepts of the statistician's art and to provide some of the background needed to apply statistical methodology correctly and usefully. The book is self contained: introductory material, standard advanced techniques, and the specialised techniques used specifically by climatologists are all contained within this one source. There are a wealth of real-world examples drawn from the climate literature to demonstrate the need, power and pitfalls of statistical analysis in climate research. Suitable for graduate courses on statistics for climatic, atmospheric and oceanic science, this book will also be valuable as a reference source for researchers in climatology, meteorology, atmospheric science, and oceanography |
Umfang: | 1 Online-Ressource (x, 484 pages) |
ISBN: | 0511010184 0511052774 0511612338 0521450713 9780511010187 9780511052774 9780511612336 9780521450713 |
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100 | 1 | |a Storch, H. v, (Hans von) |e Verfasser |4 aut | |
245 | 1 | 0 | |a Statistical analysis in climate research |c Hans von Storch and Francis W. Zwiers |
264 | 1 | |a Cambridge |b Cambridge University Press |c 1999 | |
300 | |a 1 Online-Ressource (x, 484 pages) | ||
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500 | |a Includes bibliographical references (p. 455-468) and index | ||
500 | |a 1. Introduction -- I. Fundamentals. 2. Probability Theory. 3. Distributions of Climate Variables. 4. Concepts in Statistical Inference. 5. Estimation -- II. Confirmation and Analysis. 6. The Statistical Test of a Hypothesis. 7. Analysis of Atmospheric Circulation Problems -- III. Fitting Statistical Models. 8. Regression. 9. Analysis of Variance -- IV. Time Series. 10. Time Series and Stochastic Processes. 11. Parameters of Univariate and Bivariate Time Series. 12. Estimating Covariance Functions and Spectra -- V. Eigen Techniques. 13. Empirical Orthogonal Functions. 14. Canonical Correlation Analysis. 15. POP Analysis. 16. Complex Eigentechniques -- VI. Other Topics. 17. Specific Statistical Concepts in Climate Research. 18. Forecast Quality Evaluation. B. Elements of Linear Analysis -- C. Fourier Analysis and Fourier Transform -- D. Normal Density and Cumulative Distribution Function -- E. The X[superscript 2] Distribution -- F. Student's t Distribution -- G. The F Distribution -- H. Table-Look-Up Test -- I. Critical Values for the Mann-Whitney Test -- J. Quantiles of the Squared-ranks Test Statistic -- K. Quantiles of the Spearman Rank Correlation Coefficient -- L. Correlations and Probability Statements -- M. Some Proofs of Theorems and Equations | ||
500 | |a Climatology is, to a large degree, the study of the statistics of our climate. The powerful tools of mathematical statistics therefore find wide application in climatological research. The purpose of this book is to help the climatologist understand the basic precepts of the statistician's art and to provide some of the background needed to apply statistical methodology correctly and usefully. The book is self contained: introductory material, standard advanced techniques, and the specialised techniques used specifically by climatologists are all contained within this one source. There are a wealth of real-world examples drawn from the climate literature to demonstrate the need, power and pitfalls of statistical analysis in climate research. Suitable for graduate courses on statistics for climatic, atmospheric and oceanic science, this book will also be valuable as a reference source for researchers in climatology, meteorology, atmospheric science, and oceanography | ||
650 | 4 | |a Climatologie / Méthodes statistiques | |
650 | 7 | |a SCIENCE / Earth Sciences / Meteorology & Climatology |2 bisacsh | |
650 | 7 | |a Climatology / Statistical methods |2 fast | |
650 | 7 | |a Klimatologie |2 gtt | |
650 | 7 | |a Statistische methoden |2 gtt | |
650 | 7 | |a Datenanalyse |2 swd | |
650 | 7 | |a Klimatologie |2 swd | |
650 | 4 | |a Geowissenschaften | |
650 | 4 | |a Climatology |x Statistical methods | |
650 | 0 | 7 | |a Datenanalyse |0 (DE-588)4123037-1 |2 gnd |9 rswk-swf |
650 | 0 | 7 | |a Klimatologie |0 (DE-588)4031178-8 |2 gnd |9 rswk-swf |
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689 | 0 | 1 | |a Klimatologie |0 (DE-588)4031178-8 |D s |
689 | 0 | |8 1\p |5 DE-604 | |
700 | 1 | |a Zwiers, Francis W. |e Sonstige |4 oth | |
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Datensatz im Suchindex
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---|---|
any_adam_object | |
author | Storch, H. v, (Hans von) |
author_facet | Storch, H. v, (Hans von) |
author_role | aut |
author_sort | Storch, H. v, (Hans von) |
author_variant | h v h v s hvhv hvhvs |
building | Verbundindex |
bvnumber | BV043116789 |
collection | ZDB-4-EBA |
ctrlnum | (OCoLC)52740157 (DE-599)BVBBV043116789 |
dewey-full | 551.5/072 |
dewey-hundreds | 500 - Natural sciences and mathematics |
dewey-ones | 551 - Geology, hydrology, meteorology |
dewey-raw | 551.5/072 |
dewey-search | 551.5/072 |
dewey-sort | 3551.5 272 |
dewey-tens | 550 - Earth sciences |
discipline | Geologie / Paläontologie |
format | Electronic eBook |
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id | DE-604.BV043116789 |
illustrated | Not Illustrated |
indexdate | 2024-12-20T17:28:40Z |
institution | BVB |
isbn | 0511010184 0511052774 0511612338 0521450713 9780511010187 9780511052774 9780511612336 9780521450713 |
language | English |
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owner | DE-1046 DE-1047 |
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physical | 1 Online-Ressource (x, 484 pages) |
psigel | ZDB-4-EBA ZDB-4-EBA FAW_PDA_EBA |
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publishDateSearch | 1999 |
publishDateSort | 1999 |
publisher | Cambridge University Press |
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spelling | Storch, H. v, (Hans von) Verfasser aut Statistical analysis in climate research Hans von Storch and Francis W. Zwiers Cambridge Cambridge University Press 1999 1 Online-Ressource (x, 484 pages) txt rdacontent c rdamedia cr rdacarrier Includes bibliographical references (p. 455-468) and index 1. Introduction -- I. Fundamentals. 2. Probability Theory. 3. Distributions of Climate Variables. 4. Concepts in Statistical Inference. 5. Estimation -- II. Confirmation and Analysis. 6. The Statistical Test of a Hypothesis. 7. Analysis of Atmospheric Circulation Problems -- III. Fitting Statistical Models. 8. Regression. 9. Analysis of Variance -- IV. Time Series. 10. Time Series and Stochastic Processes. 11. Parameters of Univariate and Bivariate Time Series. 12. Estimating Covariance Functions and Spectra -- V. Eigen Techniques. 13. Empirical Orthogonal Functions. 14. Canonical Correlation Analysis. 15. POP Analysis. 16. Complex Eigentechniques -- VI. Other Topics. 17. Specific Statistical Concepts in Climate Research. 18. Forecast Quality Evaluation. B. Elements of Linear Analysis -- C. Fourier Analysis and Fourier Transform -- D. Normal Density and Cumulative Distribution Function -- E. The X[superscript 2] Distribution -- F. Student's t Distribution -- G. The F Distribution -- H. Table-Look-Up Test -- I. Critical Values for the Mann-Whitney Test -- J. Quantiles of the Squared-ranks Test Statistic -- K. Quantiles of the Spearman Rank Correlation Coefficient -- L. Correlations and Probability Statements -- M. Some Proofs of Theorems and Equations Climatology is, to a large degree, the study of the statistics of our climate. The powerful tools of mathematical statistics therefore find wide application in climatological research. The purpose of this book is to help the climatologist understand the basic precepts of the statistician's art and to provide some of the background needed to apply statistical methodology correctly and usefully. The book is self contained: introductory material, standard advanced techniques, and the specialised techniques used specifically by climatologists are all contained within this one source. There are a wealth of real-world examples drawn from the climate literature to demonstrate the need, power and pitfalls of statistical analysis in climate research. Suitable for graduate courses on statistics for climatic, atmospheric and oceanic science, this book will also be valuable as a reference source for researchers in climatology, meteorology, atmospheric science, and oceanography Climatologie / Méthodes statistiques SCIENCE / Earth Sciences / Meteorology & Climatology bisacsh Climatology / Statistical methods fast Klimatologie gtt Statistische methoden gtt Datenanalyse swd Klimatologie swd Geowissenschaften Climatology Statistical methods Datenanalyse (DE-588)4123037-1 gnd rswk-swf Klimatologie (DE-588)4031178-8 gnd rswk-swf Datenanalyse (DE-588)4123037-1 s Klimatologie (DE-588)4031178-8 s 1\p DE-604 Zwiers, Francis W. Sonstige oth http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=77515 Aggregator Volltext 1\p cgwrk 20201028 DE-101 https://d-nb.info/provenance/plan#cgwrk |
spellingShingle | Storch, H. v, (Hans von) Statistical analysis in climate research Climatologie / Méthodes statistiques SCIENCE / Earth Sciences / Meteorology & Climatology bisacsh Climatology / Statistical methods fast Klimatologie gtt Statistische methoden gtt Datenanalyse swd Klimatologie swd Geowissenschaften Climatology Statistical methods Datenanalyse (DE-588)4123037-1 gnd Klimatologie (DE-588)4031178-8 gnd |
subject_GND | (DE-588)4123037-1 (DE-588)4031178-8 |
title | Statistical analysis in climate research |
title_auth | Statistical analysis in climate research |
title_exact_search | Statistical analysis in climate research |
title_full | Statistical analysis in climate research Hans von Storch and Francis W. Zwiers |
title_fullStr | Statistical analysis in climate research Hans von Storch and Francis W. Zwiers |
title_full_unstemmed | Statistical analysis in climate research Hans von Storch and Francis W. Zwiers |
title_short | Statistical analysis in climate research |
title_sort | statistical analysis in climate research |
topic | Climatologie / Méthodes statistiques SCIENCE / Earth Sciences / Meteorology & Climatology bisacsh Climatology / Statistical methods fast Klimatologie gtt Statistische methoden gtt Datenanalyse swd Klimatologie swd Geowissenschaften Climatology Statistical methods Datenanalyse (DE-588)4123037-1 gnd Klimatologie (DE-588)4031178-8 gnd |
topic_facet | Climatologie / Méthodes statistiques SCIENCE / Earth Sciences / Meteorology & Climatology Climatology / Statistical methods Klimatologie Statistische methoden Datenanalyse Geowissenschaften Climatology Statistical methods |
url | http://search.ebscohost.com/login.aspx?direct=true&scope=site&db=nlebk&db=nlabk&AN=77515 |
work_keys_str_mv | AT storchhvhansvon statisticalanalysisinclimateresearch AT zwiersfrancisw statisticalanalysisinclimateresearch |