منابع مشابه
Outliers in dynamic factor models
Dynamic factor models have a wide range of applications in econometrics and applied economics. The basic motivation resides in their capability of reducing a large set of time series to only few indicators (factors). If the number of time series is large compared to the available number of observations then most information may be conveyed to the factors. This way low dimension models may be es...
متن کاملDynamic Hierarchical Factor Models ∗
This paper presents an approach to dynamic factor modeling in which variations can be idiosyncratic, block-specific, or common across blocks and units. Existing two level factor models do not usually account for variations at the block level which implies that these can be confounded with genuine common co-movements in the data. Specifying the block structure also facilitates interpretation of ...
متن کاملDynamic Semiparametric Factor Models
High-dimensional regression problems which reveal dynamic behavior occur frequently in many different fields of science. The dynamics of the whole complex system is typically analyzed by time propagation of few number of factors, which are loaded with time invariant functions of exploratory variables. In this thesis we consider dynamic semiparametric factor model, which assumes nonparametric lo...
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Macroeconometricians face a peculiar data structure. On the one hand, the number of years for which there is reliable and relevant data is limited and cannot readily be increased other than by the passage of time. On the other hand, for much of the postwar period statistical agencies have collected monthly or quarterly data on a great many related macroeconomic, financial, and sectoral variable...
متن کاملOutliers in INAR(1) models
In this paper the integer-valued autoregressive model of order one, contaminated with additive or innovational outliers is studied in some detail, parameter estimation is also addressed. In particular, the asymptotic behavior of conditional least squares (CLS) estimators is analyzed. We suppose that the time points of the outliers are known, but their sizes are unknown. It is proved that the CL...
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ژورنال
عنوان ژورنال: Electronic Journal of Statistics
سال: 2007
ISSN: 1935-7524
DOI: 10.1214/07-ejs082