Category
Time series
Related lectures (203)
Topology in Complex Networks: Insights from Topological Data Analysis
Explores the role of higher-order topological properties in complex networks using topological data analysis for structural break and price anomaly detection.
Efficiency of Sampling: Ergodicity and Autocorrelation FunctionsMOOC: Path Integral Methods in Atomistic Modelling
Explores the efficiency of sampling in molecular dynamics, focusing on ergodicity and autocorrelation functions.
Stochastic Models for Communications
Covers stochastic models for communications and the analysis of random processes in communication systems.
Financial Time Series: Stylized Facts and Modeling
Explores stylized facts and modeling of financial time series, including ARCH and GARCH processes.
Stochastic Processes and Spectral Densities
Covers spectral densities, signal correlations, and white noise processes in stochastic systems.
Electricity Demand Forecasting
Explores methods for predicting electricity demand evolution and estimating consumption.
Laser Noise: Understanding Laser Line Width and Coherence
Explores laser noise, emphasizing laser line width and coherence for precise measurements in amplitude and phase quadrature.
Sphere Packing
Covers the concept of sphere packing and its significance in time shifts and Nyquist criterion.
Frequency Estimation of Noisy Random Signals
Explores digital experiments for frequency estimation of random signals, including shot noise, Brownian motion, and harmonic signals in noise.
Frequency estimation for stochastic signals (large noise)
Covers numerical experiments for frequency estimation of stochastic signals.