On the identification of noise covariances and adaptive Kalman filtering: A new look at a 50 year-old problem

L Zhang, D Sidoti, A Bienkowski, KR Pattipati… - IEEE …, 2020 - ieeexplore.ieee.org
The Kalman filter requires knowledge of the noise statistics; however, the noise covariances
are generally unknown. Although this problem has a long history, reliable algorithms for their …

The Bayesian Method in Estimating Polish and German Industry Betas. A Comparative Analysis of the Risk between the Main Economic Sectors from 2001–2020

E Feder‑Sempach, P Szczepocki - 2022 - ceeol.com
This paper examines the long‑term dependence between the Polish and German stock
markets in terms of industry beta risk estimates according to the Capital Asset Pricing Model …

[HTML][HTML] Estimación del beta para el sector inmobiliario a partir del desempeño de fondos de inversión inmobiliaria en Colombia

L Santana Viloria - Revista Finanzas y Política Económica, 2015 - scielo.org.co
La creación de fondos de inversión inmobiliaria en Colombia ha abierto posibilidades de
diversificación de portafolio a agentes que deseen invertir en el sector inmobiliario sin tener …

Communication and financial supervision: How does disclosure affect market stability?

F Pacicco, L Vena, A Venegoni - Journal of empirical finance, 2020 - Elsevier
The impact of authorities' information disclosure on social welfare and market stability has
become a widely debated topic since the contribution of Morris and Shin (2002). Despite …

Time-varying beta—the case study of the largest companies from the Polish, Czech, and Hungarian stock exchange

W Dębski, E Feder-Sempach… - … Markets Finance and …, 2021 - Taylor & Francis
The main goal of this article is to investigate empirically the Kalman approach to estimate the
time-varying beta parameter as a systematic investment risk market in Poland, Czech …

Forecasting trends with asset prices

A Bel Hadj Ayed, G Loeper, F Abergel - Quantitative Finance, 2017 - Taylor & Francis
The question of interest in this paper is the estimation of the trend of a financial asset, and
the impact of its misspecification on investment strategies. The setting we consider is that of …

Index Tracking via Learning to Predict Market Sensitivities

Y Hong, Y Kim, J Kim, Y Choi - Proceedings of SAI Intelligent Systems …, 2023 - Springer
Index funds are substantially preferred by investors nowadays, and market sensitivities are
instrumental in managing index funds. An index fund is a mutual fund aiming to track the …

[PDF][PDF] Higher Order Adaptive Kalman Filter for Time Varying Alpha and Cross Market Beta Estimation in Indian Market.

A Das - … Computation & Economic Cybernetics Studies & …, 2016 - ipe.ro
First order Adaptive Kalman Filter (AKF) were successful for market risk beta estimation to
accommodate the adaptive parameters better in a time varying CAPM. This paper presents a …

[PDF][PDF] Performance evaluation of modified adaptive Kalman filters, least means square and recursive least square methods for market risk beta and VaR estimation

A Das - Quantitative Finance and Economics, 2019 - researchgate.net
Adaptive Kalman Filters (AKFs) are well known for their navigational applications. This work
bridges the gap in the evolution of AKFs to handle parameter inconsistency problems with …

A sensibilidade de ativos em diferentes ambientes de risco: uma análise para empresas gaúchas

MVW Junior, PT Zuanazzi - Ensaios FEE, 2014 - revistas.planejamento.rs.gov.br
Um dos principais desafios da moderna teoria de finanças é encontrar o comportamento
dos ativos, dados os diferentes cenários macroeconômicos existentes, aperfeiçoando a …