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19992026
most citedSparsistency and rates of convergence in large covariance matrix estimation

421 citations

Showing 2014Show all

38 papers · 1 filter

physics.hist-ph2014★ 3 cited

Disregarding the 'Hole Argument'

Bryan W. Roberts

Jim Weatherall has suggested that Einstein's hole argument, as presented by Earman and Norton (1987), is based on a misleading use of mathematics. I argue on the contrary that Weat…

cs.GT2014★ 33 cited

Recursive Inspection Games

Bernhard von Stengel

We consider a sequential inspection game where an inspector uses a limited number of inspections over a larger number of time periods to detect a violation (an illegal act) of an i…

stat.ME2014★ 1 cited

Structural Change in Sparsity

Sokbae Lee, Yuan Liao, Myung Hwan Seo +1

In the high-dimensional sparse modeling literature, it has been crucially assumed that the sparsity structure of the model is homogeneous over the entire population. That is, the i…

math.PR2014

Continuous-time perpetuities and time reversal of diffusions

Constantinos Kardaras, Scott Robertson

We consider the problem of estimating the joint distribution of a continuous-time perpetuity and the underlying factors which govern the cash flow rate, in an ergodic Markov model.…

math.ST2014

An extended Generalised Variance, with Applications

Luc Pronzato, Henry Wynn, Anatoly Zhigljavsky

We consider a measure k of dispersion which extends the notion of Wilk's generalised variance, or entropy, for a d-dimensional distribution, and is based on the mean squared vo…

math.ST2014★ 7 cited

On Convex Least Squares Estimation when the Truth is Linear

Yining Chen, Jon A. Wellner

We prove that the convex least squares estimator (LSE) attains a pointwise rate of convergence in any region where the truth is linear. In addition, the asymptotic distr…

stat.OT2014

A Conversation with Howell Tong

Kung-Sik Chan, Qiwei Yao

The following conversation is partly based on an interview that took place in the Hong Kong University of Science and Technology in July 2013.

q-fin.MF2014★ 5 cited

Robust Fundamental Theorem for Continuous Processes

Sara Biagini, Bruno Bouchard, Constantinos Kardaras +1

We study a continuous-time financial market with continuous price processes under model uncertainty, modeled via a family of possible physical measures. A robust noti…

physics.data-an2014★ 1 cited

Rising Above Chaotic Likelihoods

Hailiang Du, Leonard A. Smith

Berliner (Likelihood and Bayesian prediction for chaotic systems, J. Am. Stat. Assoc. 1991) identified a number of difficulties in using the likelihood function within the Bayesian…

stat.ME2014★ 56 cited

Principal component analysis for second-order stationary vector time series

Jinyuan Chang, Bin Guo, Qiwei Yao

We extend the principal component analysis (PCA) to second-order stationary vector time series in the sense that we seek for a contemporaneous linear transformation for a -varia…

stat.ME2014

Estimation for Dynamic and Static Panel Probit Models with Large Individual Effects

Wei Gao, Wicher Bergsma, Qiwei Yao

For discrete panel data, the dynamic relationship between successive observations is often of interest. We consider a dynamic probit model for short panel data. A problem with esti…

math.PR2014

Optimal prediction for positive self-similar Markov processes

Erik Baurdoux, Andreas Kyprianou, Curdin Ott

This paper addresses the question of predicting when a positive self-similar Markov process X attains its pathwise global supremum or infimum before hitting zero for the first time…

math.PR2014★ 1 cited

On Future Drawdowns of Lévy processes

E. J. Baurdoux, Z. Palmowski, M. R. Pistorius

For a given Lévy process and for fixed and we analyse the {\it future drawdown extremes} that ar…

math.OC2014

Optimal double stopping of a Brownian bridge

Erik J. Baurdoux, Nan Chen, Budhi A. Surya +1

We study optimal double stopping problems driven by a Brownian bridge. The objective is to maximize the expected spread between the payoffs achieved at the two stopping times. We s…

q-fin.MF2014★ 1 cited

Duality Theory for Portfolio Optimisation under Transaction Costs

Christoph Czichowsky, Walter Schachermayer

For portfolio optimisation under proportional transaction costs, we provide a duality theory for general cadlag price processes. In this setting, we prove the existence of a dual o…

q-fin.PM2014

Shadow prices for continuous processes

Christoph Czichowsky, Walter Schachermayer, Junjian Yang

In a financial market with a continuous price process and proportional transaction costs we investigate the problem of utility maximization of terminal wealth. We give sufficient c…

math.RA2014

The Bass and topological stable ranks of the Bohl algebra are infinite

Raymond Mortini, Rudolf Rupp, Amol Sasane

The Bohl algebra is the ring of linear combinations of functions , where is any nonnegative integer, and is any complex number, with pointwise oper…

q-fin.MF2014

Utility indifference pricing and hedging for structured contracts in energy markets

Giorgia Callegaro, Luciano Campi, Valeria Giusto +1

In this paper we study the pricing and hedging of structured products in energy markets, such as swing and virtual gas storage, using the exponential utility indifference pricing a…

math.PR2014★ 26 cited

Markovian Nash equilibrium in financial markets with asymmetric information and related forward-backward systems

Umut Çetin, Albina Danilova

This paper develops a new methodology for studying continuous-time Nash equilibrium in a financial market with asymmetrically informed agents. This approach allows us to lift the r…

math.PR2014★ 4 cited

Change of numeraire in the two-marginals martingale transport problem

Luciano Campi, Ismail Laachir, Claude Martini

In this paper we apply change of numeraire techniques to the optimal transport approach for computing model-free prices of derivatives in a two periods model. In particular, we con…

stat.OT2014★ 135 cited

A brief history of long memory: Hurst, Mandelbrot and the road to ARFIMA

Timothy Graves, Robert B. Gramacy, Nicholas Watkins +1

Long memory plays an important role in many fields by determining the behaviour and predictability of systems; for instance, climate, hydrology, finance, networks and DNA sequencin…

q-fin.ST2014★ 90 cited

Relation between Financial Market Structure and the Real Economy: Comparison between Clustering Methods

Nicolo Musmeci, Tomaso Aste, Tiziana Di Matteo

We quantify the amount of information filtered by different hierarchical clustering methods on correlations between stock returns comparing it with the underlying industrial activi…

stat.ME2014★ 24 cited

A Parametric Framework for the Comparison of Methods of Very Robust Regression

Marco Riani, Anthony C. Atkinson, Domenico Perrotta

There are several methods for obtaining very robust estimates of regression parameters that asymptotically resist 50% of outliers in the data. Differences in the behaviour of these…

math.CA2014★ 5 cited

Additivity, subadditivity and linearity: automatic continuity and quantifier weakening

N. H. Bingham, A. J. Ostaszewski

We study the interplay between additivity (as in the Cauchy functional equation), subadditivity and linearity. We obtain automatic continuity results in which additive or subadditi…