Lecture

Quantifying Statistical Dependence

Related lectures (59)
Copulas: Properties and Applications
Explores copulas in multivariate statistics, covering properties, fallacies, and applications in modeling dependence structures.
Optimization and Simulation
Covers the Metropolis-Hastings algorithm and gradient-based approaches for biasing searches towards higher likelihood values.
Stochastic Models for Communications
Covers random vectors, stochastic models, functions, matrices, and expectations in communication systems.
Estimation and Correlation
Explains estimation, correlation, and Pearson correlation in statistics, focusing on measuring and describing relationships between variables.
Protein Structure Prediction
Delves into predicting protein structure through amino acid contact analysis and advanced computational methods.
Visual Information Processing: Eye and Implants
Covers the processing of visual information in the eye, the anatomy of the retina, the biochemistry of photoreceptors, and the use of implants to treat visual impairments.
Frame Synchronization: Systematic Derivation with Likelihood Test
Covers the systematic derivation of a synchronization algorithm with a generalized likelihood test in wireless receivers.
Restoring Sight with Photovoltaic Technology
Discusses restoring sight in age-related macular degeneration using photovoltaic technology, covering the structure of the eye, retinal signaling, and clinical trial outcomes.
Protein Contact Prediction: Pseudolikelihoods and Potts Models
Covers protein contact prediction using Potts models and pseudolikelihood methods, comparing different approaches for contact prediction in proteins.
Inference: Exercise 3.2
Covers the topic of likelihood estimation and maximum likelihood estimation in inference.

Graph Chatbot

Chat with Graph Search

Ask any question about EPFL courses, lectures, exercises, research, news, etc. or try the example questions below.

DISCLAIMER: The Graph Chatbot is not programmed to provide explicit or categorical answers to your questions. Rather, it transforms your questions into API requests that are distributed across the various IT services officially administered by EPFL. Its purpose is solely to collect and recommend relevant references to content that you can explore to help you answer your questions.