Mathematical Sciences

Lund University

Spatial statistics with image analysis,

Official Course Description

Description

Bayesian methods for stochastic modelling, classification and reconstruction. Random fields, Gaussian random fields, Kriging, Markov fields, Gaussian Markov random fields, non-Gaussian observationer. Covariance functions, multivariate techniques. Simulation methods for stochastic inference (MCMC, etc.). Applications in climate, environmental statistics, remote sensing, and spatial statistics.

Coming Sessions

Finished Sessions

Course Information

LTH Code:FMSN20
NF Code: MASM25
Credits:7.5
Level:Advanced Level
Language:English

Prerequisites

CEQ

CEQ - Spatial statistics with image analysis,