عنوان
پدید آورنده
موضوع
رده
QC944 .E47 2013
QC944
.
E47
2013
کتابخانه
محل استقرار
INTERNATIONAL STANDARD BOOK NUMBER
(Number (ISBN
0199827648
(Number (ISBN
1299600832
(Number (ISBN
9780199827640
(Number (ISBN
9781299600836
Erroneous ISBN
019982763X
Erroneous ISBN
9780199827633
TITLE AND STATEMENT OF RESPONSIBILITY
Title Proper
Hurricane climatology :
General Material Designation
[Book]
Other Title Information
a modern statistical guide using R /
First Statement of Responsibility
James B. Elsner and Thomas H. Jagger.
.PUBLICATION, DISTRIBUTION, ETC
Place of Publication, Distribution, etc.
New York :
Name of Publisher, Distributor, etc.
Oxford University Press,
Date of Publication, Distribution, etc.
[2013]
PHYSICAL DESCRIPTION
Specific Material Designation and Extent of Item
1 online resource (xiv, 373 pages) :
Other Physical Details
illustrations (some color)
INTERNAL BIBLIOGRAPHIES/INDEXES NOTE
Text of Note
Includes bibliographical references and index.
CONTENTS NOTE
Text of Note
""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""
Text of Note
""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""
Text of Note
""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""
Text of Note
""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""
Text of Note
""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""
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SUMMARY OR ABSTRACT
Text of Note
Hurricanes are nature's most destructive storms and they are becoming more powerful as the globe warms. Hurricane Climatology explains how to analyze and model hurricane data to better understand and predict present and future hurricane activity. It uses the open-source and now widely used R software for statistical computing to create a tutorial-style manual for independent study, review, and reference. The text is written around the code that when copied will reproduce the graphs, tables, and maps. The approach is different from other books that use R. It focuses on a single topic and explai.
ACQUISITION INFORMATION NOTE
Source for Acquisition/Subscription Address
MIL
Stock Number
491333
OTHER EDITION IN ANOTHER MEDIUM
Title
Hurricane climatology.
International Standard Book Number
9780199827633
TOPICAL NAME USED AS SUBJECT
Hurricanes-- Forecasting-- Statistical methods.
R (Computer program language)
R (Computer program language)
SCIENCE-- Earth Sciences-- Meteorology & Climatology.
(SUBJECT CATEGORY (Provisional
PBT
PBWH
RBP
UFM
SCI-- 042000
DEWEY DECIMAL CLASSIFICATION
Number
551
.
55/20285555
Edition
23
LIBRARY OF CONGRESS CLASSIFICATION
Class number
QC944
Book number
.
E47
2013
PERSONAL NAME - PRIMARY RESPONSIBILITY
Elsner, James B.
PERSONAL NAME - ALTERNATIVE RESPONSIBILITY
Jagger, Thomas H.
ORIGINATING SOURCE
Date of Transaction
20200822093409.0
Cataloguing Rules (Descriptive Conventions))
pn
ELECTRONIC LOCATION AND ACCESS
Electronic name
مطالعه متن کتاب [Book]
Y
