Financial word of the day: Heteroscedasticity — meaning, usage, and why it matters more ...

Heteroscedasticity describes a situation where risk (variance) changes with the level of a variable. In financial models, ...
FinanceFeeds

Crypto Machine Learning Algorithms Explained for Beginners

Supervised learning algorithms like Random Forests, XGBoost, and LSTMs dominate crypto trading by predicting price directions ...
IEEE

A Variable Adaptive Embedding Transformer for Multivariate Time Series Forecasting

Abstract: Multivariate Time Series (MTS) forecasting is crucial in many domains, such as financial market analysis, weather forecasting and energy management. Among various solutions for this task, ...
IEEE

ChronoTab: Forecasting Multivariate Time Series with Tabular LLMs

Abstract: Forecasting future values in multivariate time series is a critical challenge in many application domains, such as agriculture, transportation, energy, etc. Recently, Large Language Models ...