Adaptive robust large volatility matrix estimation based on high-frequency financial data

A Theory of the Term Structure of Interest Rates

John C. Cox, Jonathan E. Ingersoll, Stephen A. Ross · Econometrica · 1985 · 8.6K citations

Business, Economics, Finance +17

Empirical properties of asset returns: stylized facts and statistical issues

Rama Cont · Quantitative Finance · 2001 · 3.2K citations

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A Simple General Approach to Inference About the Tail of a Distribution

Bruce M. Hill · The Annals of Statistics · 1975 · 3.1K citations · Full text

Natural Sciences, Mathematics, Bayesian Data Analysis +15

Forecasting Using Principal Components From a Large Number of Predictors

James H. Stock, Mark W. Watson · Journal of the American Statistical Association · 2002 · 3.1K citations

Computing, Data Science, Econometrics +12

Econometric Analysis of Realized Volatility and its Use in Estimating Stochastic Volatility Models

Ole E. Barndorff–Nielsen, Neil Shephard · Journal of the Royal Statistical Society Series B (Statistical Methodology) · 2002 · 2.3K citations · Full text

Business, Economics, Finance +17