Technical Reports

Abramovich F. & Lahav, T. (2013). Sparse additive regression on a regular lattice. arXiv:1307.5992.

Published Papers

Abramovich F. & Grinshtein V. (2013). Estimation of a sparse group of sparse vectors.
Biometrika 100, 355-370.

Abramovich F., Pensky M. & Rozenholc, Y. (2013). Laplace deconvolution with noisy observations.
Electronic Journal of Statistics. 7, 1094-1128.

Abramovich F. & Grinshtein V. (2013). Model selection in regression under structural constraints.
Electronic Journal of Statistics. 7, 480-498.

Abramovich F. & Grinshtein V. (2011). Model selection in Gaussian regression for high-dimensional data.
Inverse Problems and High Dimensional Estimation (Eds. Alquier, P., Gautier, E. & Gilles, G.), Lecture Notes in Statistics 203, Springer, 159-170.

Abramovich F. & Grinshtein V. (2010). MAP model selection in Gaussian regression.
Electronic Journal of Statistics 4, 932-949.

Abramovich F., Grinshtein V., Petsa, A. & Sapatinas, T. (2010). On Bayesian testimation and its application to wavelet thresholding.
Biometrika 97, 181-198.

Abramovich F., De Feis I. & Sapatinas T. (2009). Optimal testing for additivity in multiple nonparametric regression.
Annals of the Institute of Statistical Mathematics 61, 691-714.

Abramovich F., Antoniadis A. & Pensky M. (2007). Estimation of piecewise-smooth functions by amalgamated bridge regression splines.
Sankhya 69, 1-27.

Abramovich F., Grinshtein V. & Pensky M. (2007). On optimality of Bayesian testimation in the normal means problem.
Annals of Statistics 35, 2261-2286.

Abramovich F., Angelini C. & De Canditiis D. (2007). Pointwise optimality of Bayesian wavelet estimators.
Annals of the Institute of Statistical Mathematics 59, 425-434.

Abramovich F. & Angelini C. (2006). Bayesian maximum a posteriori multiple testing procedure.
Sankhya 68, 436-460.

Abramovich F. & Angelini C. (2006). Testing in mixed-effects FANOVA models .
Journal of Statistical Planning and Inference 136, 4326-4348.

Abramovich F., Benjamini Y., Donoho D.L. & Johnstone I.M. (2006). Adapting to unknown sparsity by controlling the False Discovery Rate .
Annals of Statistics 34, 584-653 (a longer version is available at arXiv).

Abramovich F. & Benjamini Y. (2005). False Discovery Rate.
Encyclopedia of Statistical Sciences, 2nd Edition (Eds. Balakrishnan, Campbell, Kotz and Vidakovic), Wiley, Volume 4, 2240-2243.

Abramovich F. & Heller R. (2005). Local functional hypothesis testing.
Mathematical Methods of Statistics 14, 253-266.

Abramovich F., Antoniadis A., Sapatinas T. & Vidakovic B. (2004). Optimal testing in a fixed-effects functional analysis of variance model .
International Journal of Wavelets, Multiresolution and Information Processing 2, 323-349.

Abramovich F., Amato U. & Angelini C. (2004). On optimality of Bayesian wavelet estimators .
Scandinavian Journal of Statistics 31, 217-234.

Abramovich F. (2004). Discussion on the meeting ``Statistical approaches to inverse problems''.
Journal of the Royal Statistical Society, Ser. B 66, 635-636.

Abramovich F., Besbeas P. & Sapatinas T. (2002). Empirical Bayes approach to block wavelet function estimation .
Computational Statistics & Data Analysis 39, 435-451.

Abramovich F., Sapatinas T. & Silverman B.W. (2000). Stochastic expansions in an overcomplete wavelet dictionary .
Probability Theory & Related Fields , 117, 133-144.

Abramovich F., Bailey T. & Sapatinas T. (2000). Wavelet analysis and its statistical applications.
The Statistician - Journal of the Royal Statistical Society, Ser. D 49, 1-29.

Abramovich F. & Grinshtein V. (1999). Derivation of equivalent kernel for general spline smoothing: a systematic approach. .
Bernoulli 5, 359-379.

Abramovich F. & Sapatinas T. (1999). Bayesian approach to wavelet decomposition and shrinkage .
Bayesian Inference in Wavelet Based Models (Eds. Muller P. & Vidakovic B.), Lecture Notes in Statistics 141, Springer, 33-50.

Abramovich F., Sapatinas T. & Silverman B.W. (1998). Wavelet thresholding via a Bayesian approach .
Journal of the Royal Statistical Society, Ser. B 60, 725-749.

Abramovich F. & Silverman B.W. (1998). Wavelet decomposition approaches to statistical inverse problems.
Biometrika 85, 115-129.

Abramovich F. & Bayvel P. (1997). Some statistical comments on the derivation of BER in amplified optical communication systems .
IEEE Transactions on Communications 45, 1032-1034.

Abramovich F. & Steinberg D.M. (1996). Improved inference in nonparametric regression using Lk-smoothing splines .
Journal of Statistical Planning & Inference 49, 327-341.

Abramovich F. & Benjamini Y. (1996). Adaptive thresholding of wavelet coefficients .
Computational Statistics & Data Analysis 22, 351-361 .

Abramovich F. & Benjamini Y. (1995). Thresholding of wavelet coefficients as multiple hypotheses testing procedure .
Wavelets and Statistics, (Eds. Antoniadis A. & Oppenheim G.), Lecture Notes in Statistics 103, Springer-Verlag, 5-14.

Abramovich F. (1993). The asymptotic mean squared error of L-smoothing splines .
Statistics & Probability Letters 18, 179-182.

Abramovich F. (1988). Some remarks on the robustness of LL-type fuzzy linear algebraic systems .
BUSEFAL 36, 98-105.

Abramovich F., Wagenknecht M. & Khurgin Y.I. (1988). Solution of the LR-type fuzzy systems of linear algebraic equations .
BUSEFAL 35 , 86-99.