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Concept

Statistical parameter

Related lectures (32)

Composite Materials: Bounds and Microstructures Log in to Mediaspace to watch this video

Delves into homogenization in composite materials, deriving rigorous bounds and discussing statistical parameters and microstructures.

Composite Elastic Constants Log in to Mediaspace to watch this video

Covers the derivation of exact results for small strains in composite materials and the implications of experimental data outside these limits.

Eigenstate Thermalization Hypothesis Log in to Mediaspace to watch this video

Explores the Eigenstate Thermalization Hypothesis in quantum systems, emphasizing the random matrix theory and the behavior of observables in thermal equilibrium.

Generalized Linear Models: A Brief Review Log in to Mediaspace to watch this video

Provides an overview of Generalized Linear Models, focusing on logistic and Poisson regression models, and their implementation in R.

Weibull Model: Random Data Log in to Mediaspace to watch this video

Explores the Weibull model's application to random data and its significance in analyzing material strength and failure probability.

Precipitation and Hydrologic Design Log in to Mediaspace to watch this video

Covers methods to define the design storm, empirical distribution of rainfall maxima, Gumbel distribution, and intensity-duration-frequency relationships.

Taylor Methods and Point Estimates Log in to Mediaspace to watch this video

Explores Taylor methods, point estimates, Monte Carlo methods, and uncertainties in civil engineering.

Stochastic Simulation: Computation and Estimation Log in to Mediaspace to watch this video

Covers computation and estimation in stochastic simulation, focusing on generating iid replicas and optimal importance sampling.

Modeling Neurobiological Signals: Markov Chains Log in to Mediaspace to watch this video

Explores modeling neurobiological signals with Markov Chains, focusing on parameter estimation and data classification.

QUCS Parameter Sweeps Log in to Mediaspace to watch this video

Covers the process of doing parameter sweeps in QUCS, focusing on setting up and configuring the simulation type 'parameter sweep' with linear values.

Recursive Least Squares Log in to Mediaspace to watch this video

Covers the Recursive Least Squares method for parameter estimation based on observation equations and design matrices.

Extreme Value Analysis: Threshold Selection Log in to Mediaspace to watch this video

Discusses threshold selection in extreme value analysis and its impact on model performance.