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Related lectures (32)

Extreme-Value Theorems

Explores Extremal Types and Exceedance Theorems, GEV, GPD, stability, and limitations in extreme value modeling.

Statistical Analysis of Extremes: Risk Measures & Inference

Explores risk measures, inference techniques, and statistical analysis of extreme values.

Carpan Collector Problem

Explores the Carpan collector problem, analyzing expected completion times and waiting times for collecting different objects uniformly at random.

FlowField Data Distribution

Covers the distribution of data in the FlowField class, focusing on gridpoint calculations and MPI usage.

SmartDataLake: Distributed Analytics over Heterogeneous Data

Discusses challenges in scalable analytics over heterogeneous Big Data and introduces SmartDataLake for efficient handling of raw data.

L-Moment Estimation: Probability-Weighted Moments

Covers L-moment estimation, probability-weighted moments, and maximum likelihood inference basics.

Coupon Collector Problem: Part 1

Explores the coupon collector problem, analyzing the minimum number of balls needed for each bin to contain at least one ball.

SWISH: Split Where Information Should Happen

Explores the SWISH principle of transitioning between different planes to shape collaborative discussions.

Extreme Region Likelihood Estimation

Covers extreme region likelihood estimation, model complexity, oceanographic data modeling, and threshold likelihood estimation.

Survival Analysis: Cox Proportional Hazards Model

Introduces the Cox proportional hazards model for survival analysis, covering estimation, assessment of assumptions, and interpretation using residuals.

Probabilistic Fracture: Weibull Model

Delves into the Weibull model for probabilistic fracture in brittle solids and its implications on material reliability.

Statistical Mechanical Resistance: Ceramics

Covers statistical mechanical resistance in ceramics, including Weibull statistic and stable cracking behavior in compression.

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