Table of Contents:
  • pt. I. Preliminaries
  • Ch. 1. Rational Decision Making Under Uncertainty
  • Ch. 2. Elements of Probability
  • Ch. 3. Moments and Expectation
  • pt. II. Probability Distributions and Parameter Estimation
  • Ch. 4. Discrete and Continuous Probability Distributions
  • Ch. 5. Limit and Other Distributions
  • Ch. 6. Impulse Response Functions as Probability Distributions
  • Ch. 7. Multivariate Probability Distributions
  • Ch. 8. Parameter Estimation
  • Ch. 9. Entropy Theory and Its Applications in Risk Analysis
  • pt. III. Uncertainty Analysis
  • Ch. 10. Error and Uncertainty Analysis
  • Ch. 11. Monte Carlo Simulation
  • Ch. 12. Stochastic Processes
  • Ch. 13. Stochastic Differential Equations.