عنوان

Model-based geostatistics for global public health :

شابک

131518849X

شابک

1351743252

شابک

1351743260

شابک

1351743279

شابک

9781315188492

شابک

9781351743259

شابک

9781351743266

شابک

9781351743273

شابک اشتباه

1138732354

شابک اشتباه

9781138732353

عنوان اصلي

Model-based geostatistics for global public health :

نام عام مواد

[Book]

ساير اطلاعات عنواني

methods and applications /

نام نخستين پديدآور

Peter J. Diggle, Emanuele Giorgi.

محل نشرو پخش و غیره

Boca Raton :

نام ناشر، پخش کننده و غيره

Chapman & Hall/CRC,

تاریخ نشرو بخش و غیره

2018.

نام خاص و کميت اثر

1 online resource (1 volume)

عنوان فروست

Chapman & Hall/CRC interdisciplinary statistics series

متن يادداشت

Model-based Geostatistics for Global Public Health: Methods and Applications provides an introductory account of model-based geostatistics, its implementation in open-source software and its application in public health research. In the public health problems that are the focus of this book, the authors describe and explain the pattern of spatial variation in a health outcome or exposure measurement of interest. Model-based geostatistics uses explicit probability models and established principles of statistical inference to address questions of this kind. Features: Presents state-of-the-art methods in model-based geostatistics. Discusses the application these methods some of the most challenging global public health problems including disease mapping, exposure mapping and environmental epidemiology. Describes exploratory methods for analysing geostatistical data, including: diagnostic checking of residuals standard linear and generalized linear models; variogram analysis; Gaussian process models and geostatistical design issues. Includes a range of more complex geostatistical problems where research is ongoing. All of the results in the book are reproducible using publicly available R code and data-sets, as well as a dedicated R package. This book has been written to be accessible not only to statisticians but also to students and researchers in the public health sciences. The Authors Peter Diggle is Distinguished University Professor of Statistics in the Faculty of Health and Medicine, Lancaster University. He also holds honorary positions at the Johns Hopkins University School of Public Health, Columbia University International Research Institute for Climate and Society, and Yale University School of Public Health. His research involves the development of statistical methods for analyzing spatial and longitudinal data and their applications in the biomedical and health sciences. Dr Emanuele Giorgi is a Lecturer in Biostatistics and member of the CHICAS research group at Lancaster University, where he formerly obtained a PhD in Statistics and Epidemiology in 2015. His research interests involve the development of novel geostatistical methods for disease mapping, with a special focus on malaria and other tropical diseases. In 2018, Dr Giorgi was awarded the Royal Statistical Society Research Prize "for outstanding published contribution at the interface of statistics and epidemiology." He is also the lead developer of PrevMap, an R package where all the methodology found in this book has been implemented.

منبع سفارش / آدرس اشتراک

Ingram Content Group

شماره انبار

9781351743266

عنوان

Model-based geostatistics for global public health.

شماره استاندارد بين المللي کتاب و موسيقي

9781138732353

موضوع مستند نشده

Geology-- Statistical methods.

موضوع مستند نشده

Public health-- Research-- Statistical methods.

موضوع مستند نشده

Geology-- Statistical methods.

موضوع مستند نشده

MATHEMATICS / Probability & Statistics / General

موضوع مستند نشده

POLITICAL SCIENCE / Public Policy / Social Security

موضوع مستند نشده

POLITICAL SCIENCE / Public Policy / Social Services & Welfare

موضوع مستند نشده

Public health-- Research-- Statistical methods.

موضوع مستند نشده

TECHNOLOGY / Remote Sensing

موضوع مستند نشده

MAT-- 029000

موضوع مستند نشده

POL-- 019000

موضوع مستند نشده

POL-- 027000

موضوع مستند نشده

RBGK

موضوع مستند نشده

TEC-- 036000

شماره

ويراست

شماره رده

مستند نام اشخاص تاييد نشده

Diggle, Peter

مستند نام اشخاص تاييد نشده

Giorgi, Emanuele

تاريخ عمليات

20200822164219.0

قواعد فهرست نويسي ( بخش توصيفي )

pn

نام الکترونيکي

نوع ماده

[Book]

تكميل شده

Y