Statistical Modeling Using Bayesian Latent Gaussian Models

Name: Statistical Modeling Using Bayesian Latent Gaussian Models
Brand: Springer Nature
SKU: 9783031397905
Availability: InStock

Statistical Modeling Using Bayesian Latent Gaussian Models

Brand

Springer Nature

Manufacturer

N/A

Part Number

GTIN

9783031397905

Condition

New

0 Reviews

0 Questions | 0 Answers

Product Description

This book focuses on the statistical modeling of geophysical and environmental data using Bayesian latent Gaussian models. The structure of these models is described in a thorough introductory chapter, which explains how to construct prior densities for the model parameters, how to infer the parameters using Bayesian computation, and how to use the models to make predictions. The remaining six chapters focus on the application of Bayesian latent Gaussian models to real examples in glaciology, hydrology, engineering seismology, seismology, meteorology and climatology. These examples include: spatial predictions of surface mass balance; the estimation of Antarcticas contribution to sea-level rise; the estimation of rating curves for the projection of water level to discharge; ground motion models for strong motion; spatial modeling of earthquake magnitudes; weather forecasting based on numerical model forecasts; and extreme value analysis of precipitation on a high-dimensional grid. The book is aimed at graduate students and experts in statistics, geophysics, environmental sciences, engineering, and related fields.

Available Colors

N/A

Available Sizes

N/A

1 Offer Price Range: $149.00 - $149.00

BEST PRICE

Single Product Purchase

$149.00

@ Link.springer.com BUY Now

Price Comparison

Seller	Contact Seller	List Price	On Sale	Shipping	Best Promo	Final Price	Volume Discount	Financing	Availability	Seller's Page
BEST PRICE 1 Product Purchase @ Link.springer.com Rate Seller This functionality is for registered users only. Go to Login/Register		$149.00	$149.00			$149.00		See Site	In stock	Visit Store