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Large Dimensional Factor Analysis
16 references·16 citing·33 second hopsampled
Large Dimensional Factor Analysis (2008)Large Dimensional Factor AnalysisHandbook of Economic Forecasting (2013)Handbook of Economic Forecast…Panel Data Models With Interactive Fixed Effects (2009)Panel Data Models With Intera…Nowcasting: The real-time informational content of macroeconomic data (2008)Nowcasting: The real-time inf…Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure (2006)Estimation and Inference in L…A Simple Panel Unit Root Test in the Presence of Cross Section Dependence (2004)A Simple Panel Unit Root Test…A PANIC Attack on Unit Roots and Cointegration (2004)A PANIC Attack on Unit Roots …Inferential Theory for Factor Models of Large Dimensions (2003)Inferential Theory for Factor…Macroeconomic Forecasting Using Diffusion Indexes (2002)Macroeconomic Forecasting Usi…Forecasting Using Principal Components From a Large Number of Predictors (2002)Forecasting Using Principal C…Dynamic Panel Estimation and Homogenity Testing Under Cross Section Dependence (2002)Dynamic Panel Estimation and …Determining the Number of Factors in Approximate Factor Models (2002)Determining the Number of Fac…The Generalized Dynamic-Factor Model: Identification and Estimation (2000)The Generalized Dynamic-Facto…Statistical Inference in Instrumental Variables Regression with I(1) Processes (1990)Statistical Inference in Inst…Testing for Common Trends (1988)Testing for Common TrendsCo-Integration and Error Correction: Representation, Estimation, and Testing (1987)Co-Integration and Error Corr…The arbitrage theory of capital asset pricing (1976)The arbitrage theory of capit…Quantile Factor Models (2021)Quantile Factor ModelsA Bias-Corrected CD Test for Error Cross-Sectional Dependence in Panel Data Models with Latent Factors (2021)A Bias-Corrected CD Test for …Estimating latent asset-pricing factors (2020)Estimating latent asset-prici…The OFR Financial Stress Index (2019)The OFR Financial Stress IndexSpillover network of commodity uncertainties (2019)Spillover network of commodit…Spatial dynamic panel data models with interactive fixed effects (2017)Spatial dynamic panel data mo…Futures Trading and the Excess Co-movement of Commodity Prices (2017)Futures Trading and the Exces…Econometric Analysis of Large Factor Models (2016)Econometric Analysis of Large…Large Panel Data Models with Cross-Sectional Dependence (2015)Large Panel Data Models with …Bootstrapping factor-augmented regression models (2014)Bootstrapping factor-augmente…Large Panel Data Models with Cross-Sectional Dependence: A Survey (2013)Large Panel Data Models with …Large Panel Data Models with Cross-Sectional Dependence: A Survey (2013)Large Panel Data Models with …Temperature, rainfall and economic growth in Africa (2012)Temperature, rainfall and eco…Structural Change and Cross-Country Growth Empirics (2012)Structural Change and Cross-C…Forecasting with Mixed-Frequency Data (2012)Forecasting with Mixed-Freque…Weak and Strong Cross-Sectional Dependence: a Panel Data Analysis of International Technology DiffusionWeak and Strong Cross-Section…Tests for Unit Roots: A Monte Carlo Investigation (1989)Forecasting inflation (1999)Business Cycle Modeling Without Pretending to Have Too Much A Priori Economic Theory (1977)Panels with Nonstationary Multifactor Error Structures (2006)Exploring the international linkages of the euro area: a global VAR analysis (2007)U.S. Monetary Policy and the Global Financial Cycle (2020)Distribution of the Estimators for Autoregressive Time Series with a Unit Root (1979)Trends and random walks in macroeconmic time series (1982)Analysis of Financial Time Series (2006)Introductory Econometrics for Finance (2008)CAPITAL ASSET PRICES: A THEORY OF MARKET EQUILIBRIUM UNDER CONDITIONS OF RISK* (1964)The Valuation of Risk Assets and the Selection of Risky Investments in Stock Portfolios and Capital Budgets (1965)THE VALUATION OF RISK ASSETS AND THE SELECTION OF RISKY INVESTMENTS IN STOCK PORTFOLIOS AND CAPITAL BUDGETS**This paper is another in a series of interrelated theoretical and statistical studies of corporate financial and investment policies being made under grants from the Rockefeller Foundation, and more recently the Ford Foundation, to the Harvard Business School. The generous support for this work is most gratefully acknowledged. The author is also much indebted to his colleagues Professors Bishop, Christenson, Kahr, Raiffa, and (especially) Schlaifer, for extensive discussion and commentary on an earlier draft of this paper; but responsibility for any errors or imperfections remains strictly his own.[Professor Sharpe's paper, “Capital Asset Prices: A Theory of Market Equilibrium Under Conditions of Risk” (Journal of Finance, September 1964) appeared after this paper was in final form and on its way to the printers. My first section, which parallels the first half of his paper (with corresponding conclusions), sets the algebraic framework for sections II, III and VI, (which have no counterpart in his paper) and for section IV on the equilibrium prices of risk assets, concerning which our results differ significantly for reasons which will be explored elsewhere. Sharpe does not take up the capital budgeting problem developed in section V below.] (1975)Financial Intermediation and Delegated Monitoring (1984)The Cross-Section of Expected Stock Returns (1992)Common risk factors in the returns on stocks and bonds (1993)Time Series Regression with a Unit Root (1987)Testing for a Unit Root in Time Series Regression (1988)Inference in Linear Time Series Models with some Unit Roots (1990)A Simple Estimator of Cointegrating Vectors in Higher Order Integrated Systems (1993)An Autoregressive Distributed-Lag Modelling Approach to Cointegration Analysis (2012)Modelling Asymmetric Cointegration and Dynamic Multipliers in a Nonlinear ARDL Framework (2014)Estimating long-run relationships from dynamic heterogeneous panels (1995)General Diagnostic Tests for Cross Section Dependence in Panels (2004)A simple panel unit root test in the presence of cross‐section dependence (2007)Testing slope homogeneity in large panels (2007)General diagnostic tests for cross-sectional dependence in panels (2020)Statistical analysis of cointegration vectors (1988)Testing for unit roots in heterogeneous panels (2003)CO2 emissions, economic growth, energy consumption, trade and urbanization in new EU member and candidate countries: A panel data analysis (2014)Measuring Uncertainty (2015)MAXIMUM LIKELIHOOD ESTIMATION AND INFERENCE ON COINTEGRATION — WITH APPLICATIONS TO THE DEMAND FOR MONEY (1990)Bounds testing approaches to the analysis of level relationships (2001)
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References

  • 1987Co-Integration and Error Correction: Representation, Estimation, and Testing31,983 cited
  • 1976The arbitrage theory of capital asset pricing7,081 cited
  • 2006Estimation and Inference in Large Heterogeneous Panels with a Multifactor Error Structure5,067 cited
  • 1990Statistical Inference in Instrumental Variables Regression with I(1) Processes4,930 cited
  • 2002Determining the Number of Factors in Approximate Factor Models4,110 cited
  • 2002Forecasting Using Principal Components From a Large Number of Predictors2,990 cited
  • 2002Macroeconomic Forecasting Using Diffusion Indexes2,550 cited
  • 1988Testing for Common Trends1,894 cited
  • 2004A PANIC Attack on Unit Roots and Cointegration1,890 cited
  • 2000The Generalized Dynamic-Factor Model: Identification and Estimation1,709 cited
  • 2003Inferential Theory for Factor Models of Large Dimensions1,688 cited
  • 2009Panel Data Models With Interactive Fixed Effects1,685 cited
  • 2004A Simple Panel Unit Root Test in the Presence of Cross Section Dependence1,315 cited
  • 2002Dynamic Panel Estimation and Homogenity Testing Under Cross Section Dependence1,265 cited
  • 2013Handbook of Economic Forecasting1,216 cited

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  • 2008Nowcasting: The real-time informational content of macroeconomic data1,153 cited
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    • 2020Estimating latent asset-pricing factors181 cited
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    • 2021A Bias-Corrected CD Test for Error Cross-Sectional Dependence in Panel Data Models with Latent Factors167 cited
    • 2017Spatial dynamic panel data models with interactive fixed effects128 cited
    • 2021Quantile Factor Models128 cited
    • 2013Large Panel Data Models with Cross-Sectional Dependence: A Survey124 cited
    • 2015Large Panel Data Models with Cross-Sectional Dependence116 cited
    • 2014Bootstrapping factor-augmented regression models107 cited
    • 2012Forecasting with Mixed-Frequency Data104 cited
    • n.d.Weak and Strong Cross-Sectional Dependence: a Panel Data Analysis of International Technology Diffusion98 cited
    • 2012Temperature, rainfall and economic growth in Africa96 cited
    • 2016Econometric Analysis of Large Factor Models88 cited
    • 2017Futures Trading and the Excess Co-movement of Commodity Prices87 cited
    • 2019The OFR Financial Stress Index82 cited
    • 2012Structural Change and Cross-Country Growth Empirics82 cited