Search Results - "Panagiotelis, Anastasios"

Distortion Corrected Kernel Density Estimator on Riemannian Manifolds.

Authors: Cheng, Fan Hyndman, Rob J. Panagiotelis, Anastasios

Source: Journal of Computational & Graphical Statistics; Jul-Sep2025, Vol. 34 Issue 3, p906-922, 17p

Data‐sparse price indexes by spatio‐temporal regularization and PCA: An application to the Australian housing market.

Authors: Sijp, Willem P. Panagiotelis, Anastasios Francke, Marc K.

Source: Real Estate Economics. Mar2025, Vol. 53 Issue 2, p266-296. 31p.

Constructing hierarchical time series through clustering: Is there an optimal way for forecasting?

Authors: Zhang, Bohan Panagiotelis, Anastasios Li, Han

Source: International Journal of Forecasting. Jul2025, Vol. 41 Issue 3, p1022-1036. 15p.

Discrete forecast reconciliation.

Authors: Zhang, Bohan Panagiotelis, Anastasios Kang, Yanfei

Source: European Journal of Operational Research. Oct2024, Vol. 318 Issue 1, p143-153. 11p.

Subjects: Quadratic programming, Assignment problems (Programming), Time series analysis, Computational complexity, Forecasting

Bayesian weighted inference from surveys.

Authors: Gunawan, David Panagiotelis, Anastasios Griffiths, William et al.

Source: Australian & New Zealand Journal of Statistics. Apr2020, Vol. 62 Issue 1, p71-94. 24p.

An analysis of the trends in the usage of Pharmaceutical Benefits Scheme-subsidised cancer drugs in Australia from 2012 to 2022.

Authors: Lee, Jasmine Panagiotelis, Anastasios Cairns, Rose et al.

Source: Journal of Cancer Research & Clinical Oncology. Aug2024, Vol. 150 Issue 8, p1-11. 11p.

Bayesian Inference for the One-Factor Copula Model.

Authors: Tan, Ban Kheng Panagiotelis, Anastasios Athanasopoulos, George

Source: Journal of Computational & Graphical Statistics; Jan-Mar2019, Vol. 28 Issue 1, p155-173, 19p

Probabilistic forecast reconciliation: Properties, evaluation and score optimisation.

Authors: Panagiotelis, Anastasios Gamakumara, Puwasala Athanasopoulos, George et al.

Source: European Journal of Operational Research. Apr2023, Vol. 306 Issue 2, p693-706. 14p.

Subjects: Time series analysis, Forecasting, Variograms

Optimal reconciliation with immutable forecasts.

Authors: Zhang, Bohan Kang, Yanfei Panagiotelis, Anastasios et al.

Source: European Journal of Operational Research; Jul2023, Vol. 308 Issue 2, p650-660, 11p

Improving the forecasting approach for crude oil sourcing at an oil refining firm: a decision theory perspective.

Authors: Gezdur, Arda Bhattacharjya, Jyotirmoyee Panagiotelis, Anastasios

Source: Production Planning & Control. Nov2025, Vol. 36 Issue 15, p1973-1990. 18p.

Updating Variational Bayes: fast sequential posterior inference.

Authors: Tomasetti, Nathaniel Forbes, Catherine Panagiotelis, Anastasios

Source: Statistics & Computing; Feb2022, Vol. 32 Issue 1, p1-26, 26p

Probabilistic forecast reconciliation with applications to wind power and electric load.

Authors: Jeon, Jooyoung Panagiotelis, Anastasios Petropoulos, Fotios

Source: European Journal of Operational Research. Dec2019, Vol. 279 Issue 2, p364-379. 16p.

Subjects: Electrical load, Load forecasting (Electric power systems), Wind forecasting, Wind power, Electric windings, Reconciliation, Bidding strategies

Geographic Terms: Crete (Greece), Boston (Mass.)

Forecasting Swiss exports using Bayesian forecast reconciliation.

Authors: Eckert, Florian Hyndman, Rob J. Panagiotelis, Anastasios

Source: European Journal of Operational Research; Jun2021, Vol. 291 Issue 2, p693-710, 18p

Forecast reconciliation: A geometric view with new insights on bias correction.

Authors: Panagiotelis, Anastasios Athanasopoulos, George Gamakumara, Puwasala et al.

Source: International Journal of Forecasting. Jan2021, Vol. 37 Issue 1, p343-359. 17p.

Vector Copula Variational Inference and Dependent Block Posterior Approximations.

Authors: Fu, Yu Smith, Michael Stanley Panagiotelis, Anastasios

Source: Journal of Computational & Graphical Statistics. Dec2025, p1-15. 15p. 5 Illustrations.

From Amazon to Apple: Modeling Online Retail Sales, Purchase Incidence, and Visit Behavior.

Authors: Panagiotelis, Anastasios Smith, Michael S. Danaher, Peter J.

Source: Journal of Business & Economic Statistics. Jan2014, Vol. 32 Issue 1, p14-29. 16p.

Macroeconomic forecasting for Australia using a large number of predictors.

Authors: Panagiotelis, Anastasios Athanasopoulos, George Hyndman, Rob J. et al.

Source: International Journal of Forecasting. Apr2019, Vol. 35 Issue 2, p616-633. 18p.

Model selection for discrete regular vine copulas.

Authors: Panagiotelis, Anastasios Czado, Claudia Joe, Harry et al.

Source: Computational Statistics & Data Analysis. Feb2017, Vol. 106, p138-152. 15p.

Subjects: Copula functions, Discrete systems, High-dimensional model representation, Multivariate analysis, Probability theory, Marginal distributions

Bayesian skew selection for multivariate models

Authors: Panagiotelis, Anastasios Smith, Michael

Source: Computational Statistics & Data Analysis. Jul2010, Vol. 54 Issue 7, p1824-1839. 16p.

Subjects: Bayesian analysis, Multivariate analysis, Distribution (Probability theory), Mathematical symmetry, Division rings, Markov processes, Monte Carlo method

Pair Copula Constructions for Multivariate Discrete Data.

Authors: Panagiotelis, Anastasios Czado, Claudia Joe, Harry

Source: Journal of the American Statistical Association. Sep2012, Vol. 107 Issue 499, p1063-1072. 10p.