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  • Your search results: "factor models"
Showing 1 - 20 results of 11,910 for search '"factor models"', query time: 1.40s Narrow search
  • 1
    Cover Image Journal Article
    Dynamic factor models with infinite-dimensional factor spaces: One-sided representations
    by 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...”
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  • 2
    Cover Image Journal Article
    A two-step estimator for large approximate dynamic factor models based on Kalman filtering
    by Doz, Catherine   Giannone, Domenico   Reichlin, Lucrezia Published in Journal of econometrics (2011)
    “...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)...”
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  • 3
    Cover Image Journal Article
    EIGENVALUE RATIO TEST FOR THE NUMBER OF FACTORS
    by Seung C. Ahn   Alex R. Horenstein Published in Econometrica (01.05.2013)
    “...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...”
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  • 4
    Cover Image Journal Article
    PROJECTED PRINCIPAL COMPONENT ANALYSIS IN FACTOR MODELS
    by Jianqing Fan   Yuan Liao   Weichen Wang Published in The Annals of statistics (01.02.2016)
    “...This paper introduces a Projected Principal Component Analysis (Projected-PCA), which employs principal component analysis to the projected (smoothed) data...”
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  • 5
    Cover Image Journal Article
    Dynamic factor models with infinite-dimensional factor space: Asymptotic analysis
    by 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...”
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  • 6
    Cover Image Journal Article
    Correlation, hierarchies, and networks in financial markets
    by 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...”
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  • 7
    Cover Image Journal Article
    Generalized dynamic factor models and volatilities: estimation and forecasting
    by Barigozzi, Matteo   Hallin, Marc Published in Journal of econometrics (01.12.2017)
    “...In large panels of financial time series with dynamic factor structure on the levels or returns, the volatilities of the common and idiosyncratic components...”
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  • 8
    Cover Image Journal Article
    Shrinking the cross-section
    by 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...”
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  • 9
    Cover Image eBook
    The Impact of r-g on the Euro-Area Government Spending Multiplier
    by Matteo Fragetta   Mario di Serio   Mr.Giovanni Melina   Matteo Fragetta   Giovanni Melin
    12.02.2021
    “...We compute government spending multipliers for the Euro Area (EA) contingent on the interestgrowth differential, the so-called r-g. Whether the fiscal shock...”
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  • 10
    Cover Image Journal Article
    Large-dimensional factor modeling based on high-frequency observations
    by 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...”
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  • 11
    Cover Image Journal Article
    Estimation issues with PLS and CBSEM: Where the bias lies
    by 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,...”
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  • 12
    Cover Image Journal Article
    Macroeconomic forecasting using penalized regression methods
    by Smeekes, Stephan   Wijler, Etienne Published in International journal of forecasting (01.07.2018)
    “...We study the suitability of applying lasso-type penalized regression techniques to macroe-conomic forecasting with high-dimensional datasets. We consider the...”
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  • 13
    Cover Image Journal Article
    STATISTICAL ANALYSIS OF FACTOR MODELS OF HIGH DIMENSION
    by Jushan Bai   Kunpeng Li Published in The Annals of statistics (01.02.2012)
    “...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...”
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  • 14
    Cover Image Journal Article
    Improved penalization for determining the number of factors in approximate factor models
    by 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...”
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  • 15
    Cover Image Book
    Is industrial production still the dominant factor for the US economy?
    by Andreou, Elena
    2017
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  • 16
    Cover Image Journal Article
    DETERMINING THE NUMBER OF FACTORS FROM EMPIRICAL DISTRIBUTION OF EIGENVALUES
    by 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...”
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  • 17
    Cover Image Journal Article
    Bayesian exploratory factor analysis
    by 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...”
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  • 18
    Cover Image Journal Article
    A QUASI—MAXIMUM LIKELIHOOD APPROACH FOR LARGE, APPROXIMATE DYNAMIC FACTOR MODELS
    by 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...”
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  • 19
    Cover Image Journal Article
    Dynamic factor models with clustered loadings: Forecasting education flows using unemployment data
    by 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...”
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  • 20
    Cover Image Journal Article
    Identifying the relative importance of stock characteristics
    by 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...”
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