Markov chainsCovers Markov chains, Monte Carlo sampling, isotropy, and the curse of dimensionality.
Estimating RCovers the estimation of R, including the continuity theorem and limit laws for random variables.
Generalization ErrorExplores generalization error in machine learning, focusing on data distribution and hypothesis impact.
Factorial design IIExplores the visualization and selection of effects in a 2N Full Factorial Design using the Normal plot method.
Estimate DDF curvesDiscusses intensity-duration-frequency relationships in hydrology and extending theory to events of any duration.
Mechanical Behavior of CeramicsCovers fracture mechanics, material strength, and crack propagation in ceramics, including the impact of environmental factors.