ScholarGate
Assistente

Confronta i metodi

Esamina i metodi selezionati fianco a fianco; le righe che differiscono sono evidenziate.

Regressione MIDAS: Previsioni con Frequenze Miste dei Dati×Modello di Autoregressione Vettoriale (VAR)×
CampoEconometriaEconometria
FamigliaRegression modelRegression model
Anno di origine20072005
IdeatoreEric Ghysels, Arthur Sinko & Rossen ValkanovLütkepohl (textbook treatment); Sims (1980) macroeconometric tradition
TipoParametric mixed-frequency forecasting modelMultivariate time-series model
Fonte seminaleGhysels, E., Sinko, A., & Valkanov, R. (2007). MIDAS regressions: Further results and new directions. Econometric Reviews, 26(1), 53–90. DOI ↗Lütkepohl, H. (2005). New Introduction to Multiple Time Series Analysis. Springer. DOI ↗
AliasMixed Frequency Regression, Mixed Data Sampling Model, High-Frequency Forecasting Regression, MIDAS Regresyonuvector autoregression, VAR, VAR Modeli (Vektör Otoregresyon), vektör otoregresyon
Correlati34
SintesiMIDAS (Mixed Data Sampling) Regression is an econometric framework that directly incorporates high-frequency predictors into models for lower-frequency outcome variables without requiring temporal aggregation of the regressors. Introduced by Eric Ghysels, Arthur Sinko, and Rossen Valkanov in 2007, MIDAS uses parsimoniously parameterized lag polynomials — such as the Beta or Exponential Almon weighting schemes — to summarize the information content of many high-frequency lags while avoiding parameter proliferation.Vector Autoregression is a multivariate time-series model that treats several interdependent series symmetrically, letting each variable depend on its own past values and the past values of all the others. It is the standard tool for capturing mutual causality and joint dynamics, developed in the modern multiple-time-series tradition treated by Lütkepohl (2005).
ScholarGateInsieme di dati
  1. v1
  2. 1 Fonti
  3. PUBLISHED
  1. v1
  2. 1 Fonti
  3. PUBLISHED

Vai alla ricerca Scarica le diapositive

ScholarGateConfronta i metodi: MIDAS Regression · VAR Model. Consultato il 2026-06-17 da https://scholargate.app/it/compare