Traffic flow modeling: Developing and testing traffic models

About
Privacy
Disclaimer

Graph Chatbot

Related lectures (48)

Model Assessment: Metrics and Selection Log in to Mediaspace to watch this video

Explores model assessment metrics, selection techniques, bias-variance tradeoff, and handling skewed data distributions in machine learning.

Gaussian Mixture Models & Noisy Signals Log in to Mediaspace to watch this video

Explores Gaussian mixture models and denoising noisy signals using a probabilistic approach.

Point Estimation in Statistics Log in to Mediaspace to watch this video

Covers the concept of point estimation in statistics, focusing on methods to estimate unknown parameters from a given sample.

Monte Carlo Estimation: Sequential Route Carlo Log in to Mediaspace to watch this video

Explores the Sequential Route Carlo algorithm for Monte Carlo estimation.

Quantifying Myelin Water Exchange: Two-Pool Model and bSSFP Imaging Log in to Mediaspace to watch this video

Explores quantifying myelin water exchange using a two-pool model and bSSFP imaging for precise estimation in white matter.

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.

Data Integration & Cleaning: Expert Matching & Entity Recognition Log in to Mediaspace to watch this video

Covers data integration, expert matching, entity recognition, performance, scalability, stream data management, tensor decomposition, and concept drift detection.

Statistical Theory: Maximum Likelihood Estimation Log in to Mediaspace to watch this video

Explores the consistency and asymptotic properties of the Maximum Likelihood Estimator, including challenges in proving its consistency and constructing MLE-like estimators.

Page 3 of 3