PERHAPS A GIFT VOUCHER FOR MUM?: MOTHER'S DAY

Close Notification

Your cart does not contain any items

Epidemics: Models and Data Using R by Ottar N. Bjørnstad at Abbey's Bookshop,
Epidemics: Models and Data Using R
— —
Ottar N. Bjørnstad

Epidemics

Models and Data Using R

Ottar N. Bjørnstad

$168.95   $134.76

Paperback

Not in-store but you can order this
How long will it take?
English
Springer International Publishing AG
14 December 2022
Epidemiology & medical statistics; Diseases & disorders; Probability & statistics
Series: Use R!
This book is designed to be a practical study in infectious disease dynamics. It offers an easy-to-follow implementation and analysis of mathematical epidemiology. It focuses on recent case studies in order to explore various conceptual, mathematical, and statistical issues. The dynamics of infectious diseases shows a wide diversity of pattern. Some have locally persistent chains-of-transmission, others persist spatially in consumer-resource metapopulations. Some infections are prevalent among the young, some among the old and some are age-invariant. Temporally, some diseases have little variation in prevalence, some have predictable seasonal shifts and others exhibit violent epidemics that may be regular or irregular in their timing. Models and ‘models-with-data’ have proved invaluable for understanding and predicting this diversity, and thence help improve intervention and control. Using mathematical models to understand infectious disease, dynamics has a very richhistory in epidemiology. The field has seen broad expansions of theories as well as a surge in real-life application of mathematics to dynamics and control of infectious disease. The chapters of Epidemics: Models and Data Using R have been organized as follows: chapters 1-10 is a mix and match of models, data and statistics pertaining to local disease dynamics; chapters 11-13 pertains to spatial and spatiotemporal dynamics; chapter 14 highlights similarities between the dynamics of infectious disease and parasitoid-host dynamics; Finally, chapters 15 and 16 overview additional statistical methodology useful in studies of infectious disease dynamics. This book can be used as a guide for working with data, models and ‘models-and-data’ to understand epidemics and infectious disease dynamics in space and time. All the code and data sets are distributed in the epimdr2 R package to facilitate the hands-on philosophy of the text.
By:  
Imprint:   Springer International Publishing AG
Country of Publication:   Switzerland
Edition:   2nd ed. 2023
Dimensions:   Height: 235mm,  Width: 155mm, 
Weight:   617g
ISBN:   9783031120558
ISBN 10:   3031120558
Series:   Use R!
Pages:   387
Publication Date:  
Audience:   Professional and scholarly ,  Undergraduate
Format:   Paperback
Publisher's Status:   Active

Ottar Bjornstad researches population dynamics of epidemiological and ecological outbreaks. Focal systems includes human infections like measles, whooping cough, rubella, SARS-CoV-2 and influenza; animal infections like rabies, hantavirus and distemper; and outbreaks of various insects of biomedical and agricultural concern. He has expertise in statistical and computational approaches to the study of spatiotemporal dynamics, including the development of a suite of statistical methods for the analysis of spatial and temporal data as implemented in various R packages. Dr. Bjornstad is a Distinguished Professor of Entomology and Biology holds the J. Lloyd & Dorothy Foehr Huck Chair of Epidemiology at the Pennsylvania State University and is an elected fellow of the Norwegian Academy of Science and Letters, American Association for the Advancement of Sciences and the Ecological Society of America.

See Also

Epidemics: Models and Data Using R

Doing Bayesian Data Analysis

A Tutorial with R, JAGS, and Stan...

John Kruschke (Indiana University,...

Hardback

$114.95 

Not in-store but you can order this

ADD +
Epidemics: Models and Data Using R

Statistics for Big Data For Dummies...

Alan Anderson (Middlesex Business...

Paperback

$37.95 

Not in-store but you can order this

ADD +
Epidemics: Models and Data Using R

The Probability Map of the Universe...

Essays on David Albert’s Time and...

Barry Loewer

Hardback

$78.95 

Not in-store but you can order this

ADD +
Epidemics: Models and Data Using R

Probably Overthinking It

How to Use Data to Answer Questions,...

Allen B. Downey

Hardback

$39.95 

Not in-store but you can order this

ADD +
Epidemics: Models and Data Using R

Statistical Method from the Viewpoint...

Walter A. Shewhart

Paperback

$23.95 

Not in-store but you can order this

ADD +
Epidemics: Models and Data Using R

Bayesian Filtering and Smoothing...

Simo Sarkka

Paperback

$66.95 

Not in-store but you can order this

ADD +