Computational Statistical Methodologies and Modeling for Artificial Intelligence

11Computational Statistical Methods for Uncertainty Assessment in Geoscience

Scott McManus^*1, Azizur Rahman¹, Jacqui Coombes² and Ana Horta¹

 ¹ Charles Sturt University, Australia

 ² AMIRA

*Corresponding Author: [e-mail]

DOI: 10.1201/9781003253051-15

Contents

1. 11.1Introduction
2. 11.2Methods
   1. 11.2.1Case Study Description
   2. 11.2.2Bayesian Approximation of Interpretation Uncertainty
      1. 11.2.2.1Selection of Important Variables
      2. 11.2.2.2Bayesian Approximation
   3. 11.2.3Conditional Indicator Simulation
      1. 11.2.3.1Variogram Parameters
      2. 11.2.3.2Simulation
   4. 11.2.4Comparison of Intervals
3. 11.3Results
   1. 11.3.1Uncertainty Assessment Using Bayesian Approximation
   2. 11.3.2Uncertainty Assessment Using SIS
   3. 11.3.3Comparison of Interpretation and Spatial Uncertainty ...