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Related lectures (32)
Stability Relationships in Distributions
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Explores stability relationships, domains of attraction, and limitations in distributions for statistical modeling and analysis.
Estimating R
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Covers the estimation of R, including the continuity theorem and limit laws for random variables.
Hydrologic Design: Probability & Statistics
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Explores the application of probability and statistics in hydrologic design, covering topics such as return period, risk assessment, and empirical data analysis.
Estimate DDF curves
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Discusses intensity-duration-frequency relationships in hydrology and extending theory to events of any duration.
Asymmetric Parametric Models: Extremal Coefficient
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Explores asymmetric parametric models and the extremal coefficient in extreme value dependence.
Extreme-Value Theorems
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Explores Extremal Types and Exceedance Theorems, GEV, GPD, stability, and limitations in extreme value modeling.
Statistical Analysis of Extremes: Risk Measures & Inference
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Explores risk measures, inference techniques, and statistical analysis of extreme values.
FlowField Data Distribution
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Covers the distribution of data in the FlowField class, focusing on gridpoint calculations and MPI usage.
SmartDataLake: Distributed Analytics over Heterogeneous Data
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Discusses challenges in scalable analytics over heterogeneous Big Data and introduces SmartDataLake for efficient handling of raw data.
L-Moment Estimation: Probability-Weighted Moments
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Covers L-moment estimation, probability-weighted moments, and maximum likelihood inference basics.
Extreme Region Likelihood Estimation
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Covers extreme region likelihood estimation, model complexity, oceanographic data modeling, and threshold likelihood estimation.
Probabilistic Fracture: Weibull Model
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Delves into the Weibull model for probabilistic fracture in brittle solids and its implications on material reliability.
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