Robust Bayes estimation using the density power divergence

The Influence Curve and its Role in Robust Estimation

Frank R. Hampel · Journal of the American Statistical Association · 1974 · 2.5K citations

Natural Sciences, Economics, Econometrics +16

Robust and efficient estimation by minimising a density power divergence

Ayanendranath Basu · Biometrika · 1998 · 805 citations · Full text

Natural Sciences, Mathematics, Optimization +12

Efficiency Versus Robustness: The Case for Minimum Hellinger Distance and Related Methods

Bruce G. Lindsay · The Annals of Statistics · 1994 · 426 citations · Full text

Business, Economics, Econometrics +16

Pac-Bayesian Supervised Classification: The Thermodynamics of Statistical Learning

Olivier Catoni · ArXiv.org · 2007 · 205 citations · Full text

Natural Sciences, Computer Science, Information Theory +16

Exponential Screening and optimal rates of sparse estimation

Philippe Rigollet, Alexandre B. Tsybakov · The Annals of Statistics · 2011 · 136 citations · Full text

Natural Sciences, Biostatistics, Mathematics +15