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Iain Johnstone: Technical Reports

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2002

Periodic Boxcar Deconvolution and Diophantine Approximation by Iain M. Johnstone and Marc Raimondo pdf ps
Least Angle Regression by Bradley Efron, Trevor Hastie, Iain M. Johnstone, and Robert Tibshirani
Software: LARS software for R and Splus
pdf ps

pdf ps 2000 Iain M. Johnstone
"On the distribution of the largest principal component"
pdf ps 2000 Felix Abramovich
Yoav Benjamini
David L. Donoho
Iain M. Johnstone
"Adapting to Unknown Sparsity by Controlling the False Discovery Rate"
pdf ps 2000 Iain M. Johnstone
"Thresholding for weighted chi-squared"

pdf ps
1999 Iain M. Johnstone
"Wavelets and the theory of non-parametric function"

pdf ps
1999 Iain M. Johnstone
"Chi-square oracle inequalities"
(Revised Jan. 2000 )

pdf ps
1998 Iain Johnstone
Bernard W. Silverman
"Empirical Bayes approaches to mixture problems and wavelet regression"
pdf ps 1998 Iain M. Johnstone
"Wavelet shrinkage for correlated data and inverse problems: adaptivity results"
pdf ps 1998 David L. Donoho
Iain M. Johnstone
"Asymptotic minimaxity of wavelet estimators with sampled data"
pdf ps 1997 David L. Donoho
Iain M. Johnstone
"Asymptotic Minimaxity of Wavelet Shrinkage for Sampled Data."
pdf ps 1996 Iain M. Johnstone
Bernard W. Silverman
"Wavelet threshold estimators for data with correlated noise"
pdf ps 1995 David L. Donoho
Iain M. Johnstone
Gérard Kerkyacharian
Dominique Picard
"Universal near minimaxity of wavelet shrinkage"
pdf ps 1995 Sudesna Adak
Iain M. Johnstone
Steve J. Marron
Michael H. Neumann
Prakash Patil
"Exact risk analysis of wavelet regression"
pdf ps 1994 David L. Donoho
Iain M. Johnstone
"Neo-Classical Minimax Problems, Thresholding and Adaptation"
pdf ps 1994 David L. Donoho
Iain M. Johnstone
"Ideal Denoising in an Orthonormal Basis Chosen from a Library of Bases"
pdf ps 1993 David L. Donoho
Iain M. Johnstone
"Adapting to Unknown Smoothness via Wavelet Shrinkage"
pdf ps 1993 David L. Donoho
Iain M. Johnstone
Gérard Kerkyacharian
Dominique Picard
"Density Estimation by Wavelet Thresholding"
pdf ps 1993 David L. Donoho
Iain M. Johnstone
Gérard Kerkyacharian
Dominique Picard
"Wavelet Shrinkage: Asymptopia"
pdf ps 1993 Iain M. Johnstone
"Minimax Bayes, asymptotic minimax and sparse wavelet priors"
pdf ps 1993 Iain M. Johnstone
"On minimax estimation of a sparse normal mean vector"
pdf ps 1992 David L. Donoho
Iain M. Johnstone
"Ideal Spatial Adaptation via Wavelet Shrinkage" With figures (pdf/ps)
pdf ps 1992 David L. Donoho
Iain M. Johnstone
"Minimax Estimation via Wavelet Shrinkage"
pdf ps 1992 David L. Donoho
Iain M. Johnstone
"Minimax Risk Over lp-Balls for lq-Error"

Link Year Author(s) Title
pdf ps 2002 Iain M. Johnstone
Marc Raimondo
"Periodic Boxcar Deconvolution and Diophantine Approximation"
pdf ps 2002 Bradley Efron
Trevor Hastie
Iain M. Johnstone
Robert Tibshirani
"Least Angle Regression"

Software:
LARS software for R and Splus
pdf ps 2000 Iain M. Johnstone
"On the distribution of the largest principal component"
pdf ps 2000 Felix Abramovich
Yoav Benjamini
David L. Donoho
Iain M. Johnstone
"Adapting to Unknown Sparsity by Controlling the False Discovery Rate"
pdf ps 2000 Iain M. Johnstone
"Thresholding for weighted chi-squared"

pdf ps
1999 Iain M. Johnstone
"Wavelets and the theory of non-parametric function"

pdf ps
1999 Iain M. Johnstone
"Chi-square oracle inequalities"
(Revised Jan. 2000 )

pdf ps
1998 Iain Johnstone
Bernard W. Silverman
"Empirical Bayes approaches to mixture problems and wavelet regression"
pdf ps 1998 Iain M. Johnstone
"Wavelet shrinkage for correlated data and inverse problems: adaptivity results"
pdf ps 1998 David L. Donoho
Iain M. Johnstone
"Asymptotic minimaxity of wavelet estimators with sampled data"
pdf ps 1997 David L. Donoho
Iain M. Johnstone
"Asymptotic Minimaxity of Wavelet Shrinkage for Sampled Data."
pdf ps 1996 Iain M. Johnstone
Bernard W. Silverman
"Wavelet threshold estimators for data with correlated noise"
pdf ps 1995 David L. Donoho
Iain M. Johnstone
Gérard Kerkyacharian
Dominique Picard
"Universal near minimaxity of wavelet shrinkage"
pdf ps 1995 Sudesna Adak
Iain M. Johnstone
Steve J. Marron
Michael H. Neumann
Prakash Patil
"Exact risk analysis of wavelet regression"
pdf ps 1994 David L. Donoho
Iain M. Johnstone
"Neo-Classical Minimax Problems, Thresholding and Adaptation"
pdf ps 1994 David L. Donoho
Iain M. Johnstone
"Ideal Denoising in an Orthonormal Basis Chosen from a Library of Bases"
pdf ps 1993 David L. Donoho
Iain M. Johnstone
"Adapting to Unknown Smoothness via Wavelet Shrinkage"
pdf ps 1993 David L. Donoho
Iain M. Johnstone
Gérard Kerkyacharian
Dominique Picard
"Density Estimation by Wavelet Thresholding"
pdf ps 1993 David L. Donoho
Iain M. Johnstone
Gérard Kerkyacharian
Dominique Picard
"Wavelet Shrinkage: Asymptopia"
pdf ps 1993 Iain M. Johnstone
"Minimax Bayes, asymptotic minimax and sparse wavelet priors"
pdf ps 1993 Iain M. Johnstone
"On minimax estimation of a sparse normal mean vector"
pdf ps 1992 David L. Donoho
Iain M. Johnstone
"Ideal Spatial Adaptation via Wavelet Shrinkage" With figures (pdf/ps)
pdf ps 1992 David L. Donoho
Iain M. Johnstone
"Minimax Estimation via Wavelet Shrinkage"
pdf ps 1992 David L. Donoho
Iain M. Johnstone
"Minimax Risk Over lp-Balls for lq-Error"


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