-
1by Forni, Mario Hallin, Marc Lippi, Marco Zaffaroni, Paolo Published in Journal of econometrics (01.04.2015)“...Factor model methods recently have become extremely popular in the theory and practice of large panels of time series data. Those methods rely on various...”
-
2“...This paper shows consistency of a two-step estimation of the factors in a dynamic approximate factor model when the panel of time series is large ( n large)...”
-
3“...This paper proposes two new estimators for determining the number of factors (r) in static approximate factor models. We exploit the well-known fact that the r...”
-
4“...This paper introduces a Projected Principal Component Analysis (Projected-PCA), which employs principal component analysis to the projected (smoothed) data...”
-
5by Forni, Mario Hallin, Marc Lippi, Marco Zaffaroni, Paolo Published in Journal of econometrics (01.07.2017)“...Factor models, all particular cases of the Generalized Dynamic Factor Model (GDFM) introduced in Forni et al., (2000), have become extremely popular in the...”
-
6by Tumminello, Michele Lillo, Fabrizio Mantegna, Rosario N Published in Journal of economic behavior & organization (2010)“...We discuss some methods to quantitatively investigate the properties of correlation matrices. Correlation matrices play an important role in portfolio...”
-
7“...In large panels of financial time series with dynamic factor structure on the levels or returns, the volatilities of the common and idiosyncratic components...”
-
8by Kozak, Serhiy Nagel, Stefan Santosh, Shrihari Published in Journal of financial economics (01.02.2020)“...We construct a robust stochastic discount factor (SDF) summarizing the joint explanatory power of a large number of cross-sectional stock return predictors...”
-
9“...We compute government spending multipliers for the Euro Area (EA) contingent on the interestgrowth differential, the so-called r-g. Whether the fiscal shock...”
-
10by Pelger, Markus Published in Journal of econometrics (01.01.2019)“...This paper develops a statistical theory to estimate an unknown factor structure based on financial high-frequency data. We derive an estimator for the number...”
-
11by Sarstedt, Marko Hair, Joseph F Ringle, Christian M Thiele, Kai O Gudergan, Siegfried P Published in Journal of business research (01.10.2016)“...Discussions concerning different structural equation modeling methods draw on an increasing array of concepts and related terminology. As a consequence,...”
-
12“...We study the suitability of applying lasso-type penalized regression techniques to macroe-conomic forecasting with high-dimensional datasets. We consider the...”
-
13“...This paper considers the maximum likelihood estimation of factor models of high dimension, where the number of variables (N) is comparable with or even greater...”
-
14by Alessi, Lucia Barigozzi, Matteo Capasso, Marco Published in Statistics & probability letters (2010)“...The procedure proposed by Bai and Ng (2002) for identifying the number of factors in static factor models is revisited. In order to improve its performance, we...”
-
16by Alexei Onatski Published in The review of economics and statistics (01.11.2010)“...We develop a new estimator of the number of factors in the approximate factor models. The estimator works well even when the idiosyncratic terms are...”
-
17by Conti, Gabriella Frühwirth-Schnatter, Sylvia Heckman, James J Piatek, Rémi Published in Journal of econometrics (01.11.2014)“...This paper develops and applies a Bayesian approach to Exploratory Factor Analysis that improves on ad hoc classical approaches. Our framework relies on...”
-
18by Catherine Doz Domenico Giannone Lucrezia Reichlin Published in The review of economics and statistics (01.11.2012)“...Is maximum likelihood suitable for factor models in large cross-sections of time series? We answer this question from both an asymptotic and an empirical...”
-
19by Blasques, Francisco Hoogerkamp, Meindert Heres Koopman, Siem Jan van de Werve, Ilka Published in International journal of forecasting (01.03.2021)“...We propose a dynamic factor model which we use to analyze the relationship between education participation and national unemployment, as well as to forecast...”
-
20by French, Declan Wu, Yuliang Li, Youwei Published in Journal of Multinational Financial Management (01.03.2016)“...There is no consensus in the literature as to which stock characteristic best explains returns. In this study, we employ a novel econometric approach better...”