Introduction to Bayesian Statistics
Description
This book presents Bayes’ theorem, the estimation of unknown parameters, the determination of confidence regions and the derivation of tests of hypotheses for the unknown parameters. It does so in a simple manner that is easy to comprehend. The book compares traditional and Bayesian methods with the rules of probability presented in a logical way allowing an intuitive understanding of random variables and their probability distributions to be formed.
Keywords
SciencePhysicsGeophysicsComputersComputer GraphicsEarth SciencesGeographyMathematicsProbability & StatisticsGeologyTechnology & EngineeringRemote Sensing & Geographic Information SystemsOptical Data Processing
2007Book
Author(s)Karl-Rudolf Koch
PublisherSpringer Berlin Heidelberg
ISBN9783540727231
LanguageEnglish
