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Hurricane climatology [[electronic resource] ] : a modern statistical guide using R / / James B. Elsner and Thomas H. Jagger
| Hurricane climatology [[electronic resource] ] : a modern statistical guide using R / / James B. Elsner and Thomas H. Jagger |
| Autore | Elsner James B |
| Pubbl/distr/stampa | New York, : Oxford University Press, 2013 |
| Descrizione fisica | 1 online resource (xiv, 373 pages ) : illustrations (black and white, and colour) |
| Disciplina | 551.55/20285555 |
| Altri autori (Persone) | JaggerThomas H |
| Collana | Oxford scholarship online |
| Soggetto topico |
Hurricanes - Forecasting - Statistical methods
R (Computer program language) |
| Soggetto genere / forma | Electronic books. |
| ISBN |
0-19-756319-8
0-19-982764-8 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910462569503321 |
Elsner James B
|
||
| New York, : Oxford University Press, 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Hurricane climatology [[electronic resource] ] : a modern statistical guide using R / / James B. Elsner and Thomas H. Jagger
| Hurricane climatology [[electronic resource] ] : a modern statistical guide using R / / James B. Elsner and Thomas H. Jagger |
| Autore | Elsner James B |
| Pubbl/distr/stampa | New York, : Oxford University Press, 2013 |
| Descrizione fisica | 1 online resource (xiv, 373 pages ) : illustrations (black and white, and colour) |
| Disciplina | 551.55/20285555 |
| Altri autori (Persone) | JaggerThomas H |
| Collana | Oxford scholarship online |
| Soggetto topico |
Hurricanes - Forecasting - Statistical methods
R (Computer program language) |
| ISBN |
0-19-932406-9
0-19-756319-8 0-19-982764-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910786740203321 |
|
Elsner James B
|
||
| New York, : Oxford University Press, 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Hurricane climatology : a modern statistical guide using R / / James B. Elsner and Thomas H. Jagger
| Hurricane climatology : a modern statistical guide using R / / James B. Elsner and Thomas H. Jagger |
| Autore | Elsner James B |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | New York, : Oxford University Press, 2013 |
| Descrizione fisica | 1 online resource (xiv, 373 pages ) : illustrations (black and white, and colour) |
| Disciplina | 551.55/20285555 |
| Altri autori (Persone) | JaggerThomas H |
| Collana | Oxford scholarship online |
| Soggetto topico |
Hurricanes - Forecasting - Statistical methods
R (Computer program language) |
| ISBN |
0-19-932406-9
0-19-756319-8 0-19-982764-8 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Cover -- Contents -- Preface -- Part One: Data, Statistics, and Software -- 1. Hurricanes, Climate, and Statistics -- 1.1. Hurricanes -- 1.2. Climate -- 1.3. Statistics -- 1.4. R -- 1.5. Organization -- 2. R Tutorial -- 2.1. Introduction -- 2.2. Data -- 2.3. Tables and Plots -- 3. Classical Statistics -- 3.1. Descriptive Statistics -- 3.2. Probability and Distributions -- 3.3. One-Sample Test -- 3.4. Wilcoxon Signed-Rank Test -- 3.5. Two-Sample Test -- 3.6. Statistical Formula -- 3.7. Two-Sample Wilcoxon Test -- 3.8. Compare Variances -- 3.9. Correlation -- 3.10. Linear Regression -- 3.11. Multiple Linear Regression -- 4. Bayesian Statistics -- 4.1. Learning about the Proportion of Landfalls -- 4.2. Inference -- 4.3. Credible Interval -- 4.4. Predictive Density -- 4.5. Is Bayes's Rule Needed? -- 4.6. Bayesian Computation -- 5. Graphs and Maps -- 5.1. Graphs -- 5.2. Time Series -- 5.3. Maps -- 5.4. Coordinate Reference Systems -- 5.5. Export -- 5.6. Other Graphic Packages -- 6. Data Sets -- 6.1. Best-Tracks Data -- 6.2. Annual Aggregation -- 6.3. Coastal County Winds -- 6.4. NetCDF Files -- Part Two: Models and Methods -- 7. Frequency Models -- 7.1. Counts -- 7.2. Environmental Variables -- 7.3. Bivariate Relationships -- 7.4. Poisson Regression -- 7.5. Model Predictions -- 7.6. Forecast Skill -- 7.7. Nonlinear Regression Structure -- 7.8. Zero-Inflated Count Model -- 7.9. Machine Learning -- 7.10. Logistic Regression -- 8. Intensity Models -- 8.1. Lifetime Highest Intensity -- 8.2. Fastest Hurricane Winds -- 8.3. Categorical Wind Speeds by County -- 9. Spatial Models -- 9.1. Track Hexagons -- 9.2. SST Data -- 9.3. SST and Intensity -- 9.4. Spatial Autocorrelation -- 9.5. Spatial Regression Models -- 9.6. Spatial Interpolation -- 10. Time Series Models -- 10.1. Time Series Overlays -- 10.2. Discrete Time Series -- 10.3. Change Points.
10.4. Continuous Time Series -- 10.5. Time-Series Network -- 11. Cluster Models -- 11.1. Time Clusters -- 11.2. Spatial Clusters -- 11.3. Feature Clusters -- 12. Bayesian Models -- 12.1. Long-Range Outlook -- 12.2. Seasonal Model -- 12.3. Consensus Model -- 12.4. Space-Time Model -- 13. Impact Models -- 13.1. Extreme Losses -- 13.2. Future Wind Damage -- Appendix A. R Functions -- Appendix B. R Packages -- Appendix C. Data sets -- Bibliography -- Index -- A -- B -- C -- D -- E -- F -- G -- H -- I -- J -- K -- L -- M -- N -- O -- P -- Q -- R -- S -- T -- V -- W -- Z. |
| Record Nr. | UNINA-9910826845703321 |
|
Elsner James B
|
||
| New York, : Oxford University Press, 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Hurricanes of the North Atlantic [[electronic resource] ] : climate and society / / James B. Elsner, A. Birol Kara
| Hurricanes of the North Atlantic [[electronic resource] ] : climate and society / / James B. Elsner, A. Birol Kara |
| Autore | Elsner James B |
| Pubbl/distr/stampa | New York, : Oxford University Press, 1999 |
| Descrizione fisica | 1 online resource (505 p.) |
| Disciplina | 551.552091631 |
| Altri autori (Persone) | KaraA. Birol |
| Soggetto topico |
Hurricanes - North Atlantic Region
Hurricanes - United States Hurricanes - Social aspects |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-280-83089-1
9786610830893 0-19-535228-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Contents; 1 Hurricane Characteristics; 2 Hurricane Categories and Impacts; 3 Hurricane Climate Data; 4 North Atlantic Hurricanes; 5 Tropical Only Hurricanes; 6 Baroclinically Enhanced Hurricanes; 7 Major Hurricanes; 8 U.S. Hurricanes; 9 Hurricanes of Puerto Rico, Jamaica, and Bermuda; 10 Hurricane Cycles and Trends; 11 Hurricane Return Periods; 12 Hurricanes of the Early 1990's; 13 History of Seasonal Hurricane Forecasting; 14 Seasonal Forecast Models; 15 Sub Basin Forecast Models; 16 Prospects for Extended Range Outlooks; 17 People at Risk; 18 Property at Risk; 19 Catastrophe Insurance
20 Integrated Assessment References; Index |
| Record Nr. | UNINA-9910451391203321 |
|
Elsner James B
|
||
| New York, : Oxford University Press, 1999 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Hurricanes of the North Atlantic [[electronic resource] ] : climate and society / / James B. Elsner, A. Birol Kara
| Hurricanes of the North Atlantic [[electronic resource] ] : climate and society / / James B. Elsner, A. Birol Kara |
| Autore | Elsner James B |
| Pubbl/distr/stampa | New York, : Oxford University Press, 1999 |
| Descrizione fisica | 1 online resource (505 p.) |
| Disciplina | 551.552091631 |
| Altri autori (Persone) | KaraA. Birol |
| Soggetto topico |
Hurricanes - North Atlantic Region
Hurricanes - United States Hurricanes - Social aspects |
| ISBN |
0-19-770962-1
0-19-988080-8 1-280-83089-1 9786610830893 0-19-535228-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Contents; 1 Hurricane Characteristics; 2 Hurricane Categories and Impacts; 3 Hurricane Climate Data; 4 North Atlantic Hurricanes; 5 Tropical Only Hurricanes; 6 Baroclinically Enhanced Hurricanes; 7 Major Hurricanes; 8 U.S. Hurricanes; 9 Hurricanes of Puerto Rico, Jamaica, and Bermuda; 10 Hurricane Cycles and Trends; 11 Hurricane Return Periods; 12 Hurricanes of the Early 1990's; 13 History of Seasonal Hurricane Forecasting; 14 Seasonal Forecast Models; 15 Sub Basin Forecast Models; 16 Prospects for Extended Range Outlooks; 17 People at Risk; 18 Property at Risk; 19 Catastrophe Insurance
20 Integrated Assessment References; Index |
| Record Nr. | UNINA-9910785072703321 |
|
Elsner James B
|
||
| New York, : Oxford University Press, 1999 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
Hurricanes of the North Atlantic : climate and society / / James B. Elsner, A. Birol Kara
| Hurricanes of the North Atlantic : climate and society / / James B. Elsner, A. Birol Kara |
| Autore | Elsner James B |
| Edizione | [1st ed.] |
| Pubbl/distr/stampa | New York, : Oxford University Press, 1999 |
| Descrizione fisica | 1 online resource (505 p.) |
| Disciplina | 551.552091631 |
| Altri autori (Persone) | KaraA. Birol |
| Collana | Oxford scholarship online |
| Soggetto topico |
Hurricanes - North Atlantic Region
Hurricanes - United States Hurricanes - Social aspects |
| ISBN |
0-19-770962-1
0-19-988080-8 1-280-83089-1 9786610830893 0-19-535228-9 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Contents; 1 Hurricane Characteristics; 2 Hurricane Categories and Impacts; 3 Hurricane Climate Data; 4 North Atlantic Hurricanes; 5 Tropical Only Hurricanes; 6 Baroclinically Enhanced Hurricanes; 7 Major Hurricanes; 8 U.S. Hurricanes; 9 Hurricanes of Puerto Rico, Jamaica, and Bermuda; 10 Hurricane Cycles and Trends; 11 Hurricane Return Periods; 12 Hurricanes of the Early 1990's; 13 History of Seasonal Hurricane Forecasting; 14 Seasonal Forecast Models; 15 Sub Basin Forecast Models; 16 Prospects for Extended Range Outlooks; 17 People at Risk; 18 Property at Risk; 19 Catastrophe Insurance
20 Integrated Assessment References; Index |
| Record Nr. | UNINA-9910828944803321 |
|
Elsner James B
|
||
| New York, : Oxford University Press, 1999 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||