Monte Carlo Analysis for Investment Risk Assessment

Discover how Monte Carlo analysis helps investors assess risk and make informed decisions. Explore its role in generating ...
GitHub

Fast evaluation of multivariate normal distributions

This package provides a fast way to evaluate the pdf and cdf of a standardized multivariate normal distribution. Currently, it only contains code for the bivariate normal distribution. The ...
Utah State University

Normal Approximations

If the probability that a randomly selected person will vote in the next election is 0.39, how would we find the probability that more than half of the people in a sample of 1000 will vote? Since the ...
IEEE

Variable Spatiotemporal Framework for Multivariate Time Series Prediction

Abstract: Multivariate time-series forecasting plays a crucial role across diverse domains. The inherent variability of spatiotemporal dependencies among these variables introduces substantial ...
IEEE

Variable-Dynamic Multivariate Time-Series Forecasting for IoT Systems

Abstract: The past decade has witnessed the success of deep learning-based multivariate time-series forecasting in Internet of Things (IoT) systems. However, dynamic variable correlation remains a ...