滞后
采样(信号处理)
回归
回归分析
分布滞后
计算机科学
计量经济学
统计
线性回归
数据挖掘
数学
计算机网络
滤波器(信号处理)
计算机视觉
作者
Éric Ghysels,Pedro Santa‐Clara,Rossen Valkanov
出处
期刊:RePEc: Research Papers in Economics - RePEc
日期:2004-06-22
被引量:488
摘要
We introduce Mixed Data Sampling (henceforth MIDAS) regression models. The regressions involve time series data sampled at dieren t frequencies. Technically speaking MIDAS models specify conditional expectations as a distributed lag of regressors recorded at some higher sampling frequencies. We examine the asymptotic properties of MIDAS regression estimation and compare it with traditional distributed lag models. MIDAS regressions have wide applicability in macroeconomics and nance.
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