Not-so-model behavior: Popular software tools may give faulty forecasts

Some of the models used to forecast everything from financial trends to animal populations in an ecosystem are incorrect, ...
GitHub

Time Series Analysis and Forecasting of Microsoft (MSFT) Stock Prices using the ARIMA model

This project implements a classical ARIMA (Autoregressive Integrated Moving Average) model to forecast the closing price of Microsoft Corporation ($MSFT) stock. The ...
IEEE

Aggregated DER_A Model Parameterization via Online Moving Horizon Estimation

Abstract: This paper introduces a methodology for parameterizing the DER_A model using a novel smooth mathematical representation, simplifying the process and preserving accuracy in modeling ...
BMJ

Projection of age-standardised mortality rates for 23 cancer types in India: a nationwide projection until 2030 using autoregressive integrated moving average (ARIMA) models

Objectives To project the future burden of cancer mortality in India by forecasting age-standardised mortality rates (ASMRs) for 23 major cancer types up to the year 2030, providing crucial evidence ...
IEEE

Multi-View Disparity Estimation Using the Gradient Consistency Model

Abstract: Variational approaches to disparity estimation typically use a linearised brightness constancy constraint, which only applies in smooth regions and over small distances. Accordingly, current ...