Peter J. Bickel

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Measuring Traffic

Pravin Varaiya, Peter J. Bickel, Chao Chen, 2008, 0804.2982.

Community Detection in Networks using Graph Distance pdf

Peter J. Bickel, Sharmodeep Bhattacharyya, P. Bickel, 2014, ArXiv.

Hierarchical community detection by recursive bi-partitioning

Purnamrita Sarkar, Peter J. Bickel, Tianxi Li, 2018 .

DE-FPCA: Testing Gene Differential Expression and Exon Usage Through Functional Principal Component Analysis

Peter J. Bickel, Hao Xiong, James B. Brown, 2014 .

Non Parametric Methods for Genomic Inference

Peter J. Bickel, Nancy R. Zhang, James B. Brown, 2007 .

Day-to-Day Travel-Time Trends and Travel-Time Prediction from Loop-Detector Data

Peter J. Bickel, Jaimyoung Kwon, Benjamin Coifman, 2000 .

Comment: Ridge Regression and Regularization of Large Matrices

Peter J. Bickel, Can M. Le, Elizaveta Levina, 2020, Technometrics.

On the Wiener process approximation to Bayesian sequential testing problems

Peter J. Bickel, J. A. Yahav, P. Bickel, 1972 .

NONPARAMETRIC INFERENCE FOR FUNCTIONS OF ONE VARIABLE

Peter J. Bickel, Kjell A. Doksum, P. Bickel, 2015 .

Maximum Likelihood Estimation of Intrinsic Dimension

Peter J. Bickel, Elizaveta Levina, P. Bickel, 2004, NIPS.

Two provably consistent divide-and-conquer clustering algorithms for large networks

Purnamrita Sarkar, Peter J. Bickel, Soumendu Sundar Mukherjee, 2017, Proceedings of the National Academy of Sciences.

Empirical Comparison of Travel Time Estimation Methods

Xiaoyan Zhang, Peter J. Bickel, John A. Rice, 1999 .

Frontiers in statistics: Dedicated to Peter John Bickel in honor of his 65th birthday

Peter J. Bickel, Jianqing Fan, H. L. Koul, 2006 .

The Earth Mover's distance is the Mallows distance: some insights from statistics

Peter J. Bickel, Elizaveta Levina, P. Bickel, 2001, Proceedings Eighth IEEE International Conference on Computer Vision. ICCV 2001.

On maximizing item information and matching difficulty with ability

Peter J. Bickel, Hua-Hua Chang, Zhiliang Ying, 2001 .

A New Methodology for Evaluating Incident Detection Algorithms

Peter J. Bickel, Karl Petty, Michael Ostland, 2000 .

Comparative analysis of regulatory information and circuits across distant species

Peter J. Bickel, Mark Gerstein, Philip Cayting, 2014, Nature.

Measuring reproducibility of high-throughput experiments

Peter J. Bickel, Haiyan Huang, James B. Brown, 2011, 1110.4705.

Estimating linear functionals of a PET image

Peter J. Bickel, Yaacov Ritov, P. Bickel, 1995, IEEE Trans. Medical Imaging.

NETWORK MODELLING OF TOPOLOGICAL DOMAINS USING HI-C DATA.

Purnamrita Sarkar, Peter J. Bickel, Anshul Kundaje, 2017, The annals of applied statistics.

Fitting community models to large sparse networks pdf

Peter J. Bickel, Elizaveta Levina, Aiyou Chen, 2012, ArXiv.

STATISTICAL MODELS, GOALS, AND PERFORMANCE CRITERIA

Peter J. Bickel, Kjell A. Doksum, P. Bickel, 2015 .

Discussion of: TreeletsAn adaptive multi-scale basis for sparse unordered data

Peter J. Bickel, Ya'acov Ritov, P. Bickel, 2008, 0807.4016.

An Approximate Likelihood Approach to Nonlinear Mixed Effects Models Via Spline Approximation

Peter J. Bickel, John A. Rice, Zhiyu Ge, 2003, Comput. Stat. Data Anal..

Sparse Canonical Correlation Analysis via Concave Minimization pdf

Peter J. Bickel, James B. Brown, James B. Brown, 2019, ArXiv.

On Estimating the Number of Unseen Species and System Reliability

Peter J. Bickel, Joseph A. Yahav, P. Bickel, 1988 .

Selected works of Peter J. Bickel

Peter J. Bickel, Ya'acov Ritov, Jianqing Fan, 2014 .

S: An Interactive Environment for Data Analysis and Graphics

Peter J. Bickel, Richard M. Dudley, John M. Chambers, 1984 .

INFERENCE IN SEMIPARAMETRIC MODELS

Peter J. Bickel, Kjell A. Doksum, P. Bickel, 2015 .

Robustness of Prewhitening Against Heavy-Tailed Sources

Peter J. Bickel, Aiyou Chen, P. Bickel, 2004, ICA.

Hypothesis testing for automated community detection in networks pdf

Purnamrita Sarkar, Peter J. Bickel, P. Bickel, 2013, ArXiv.

Spectral Clustering and Block Models: A Review And A New Algorithm pdf

Peter J. Bickel, Sharmodeep Bhattacharyya, P. Bickel, 2015, ArXiv.

The Consistency of Common Neighbors for Link Prediction in Stochastic Blockmodels

Purnamrita Sarkar, Peter J. Bickel, Deepayan Chakrabarti, 2015, NIPS.

Information Bounds and Nonparametric Maximum Likelihood Estimation (Piet Groeneboom and Jon A. Wellner)

Peter J. Bickel, P. Bickel, 1994, SIAM Rev..

Pseudo-likelihood methods for community detection in large sparse networks

Peter J. Bickel, Elizaveta Levina, Aiyou Chen, 2012, 1207.2340.

Semiparametric Estimation of Treatment Effects in Randomized Experiments

Peter J. Bickel, Susan Athey, Aiyou Chen, 2021, SSRN Electronic Journal.

Learning from learning machines: a new generation of AI technology to meet the needs of science pdf

Peter J. Bickel, Kristofer E. Bouchard, Prabhat, 2021, ArXiv.

Binomial Mixture Model With U-shape Constraint

Peter J. Bickel, Yuting Ye, P. Bickel, 2021, 2107.13756.

Interpretable sensitivity analysis for balancing weights

Peter J. Bickel, Avi Feller, Samuel D. Pimentel, 2021, Journal of the Royal Statistical Society Series A: Statistics in Society.

Vector quantization of amino acids: Analysis of the HIV V3 loop region

Peter J. Bickel, Pamela C. Cosman, Richard A. Olshen, 2005 .

A DISCRETE LOG DENSITY EXPANSION BASED APPROACH TO IKONOS IMAGE CLASSIFICATION

Peter J. Bickel, Peng Gong, Donghui Yan, 2006 .

A new mixing notion and functional central limit theorems for a sieve bootstrap in time series

Peter J. Bickel, Peter Bühlmann, P. Bickel, 1999 .

A Decomposition for the Likelihood Ratio Statistic and the Bartlett Correction--A Bayesian Argument

Peter J. Bickel, Jayanta K. Ghosh, P. Bickel, 1990 .

On a semiparametric survival model with flexible covariate effect

Peter J. Bickel, Jens Perch Nielsen, Oliver Linton, 1998 .

Inferring gene-gene interactions and functional modules using sparse canonical correlation analysis

Peter J. Bickel, Y. X. Rachel Wang, Haiyan Huang, 2014, 1401.6504.

Variable selection in nonparametric regression with categorical covariates

Peter J. Bickel, Ping Zhang, P. Bickel, 1992 .

INFERENCE FOR SEMIPARAMETRIC MODELS: SOME QUESTIONS AND AN ANSWER

Peter J. Bickel, Jaimyoung Kwon, P. Bickel, 2001 .

On estimating the total probability of the unobserved outcomes of an experiment

Peter J. Bickel, J. A. Yahav, P. Bickel, 1986 .

DISCUSSION OF: BROWNIAN DISTANCE COVARIANCE

Peter J. Bickel, P. Bickel, Ying Xu, 2009, 0912.3295.

Comparison of Ensemble Kalman Filters under Non-Gaussianity

Peter J. Bickel, Chris Snyder, Jing Lei, 2010 .

Inferring gene-gene interactions and functional modules using sparse canonical correlation analysis

Peter J. Bickel, Haiyan Huang, Keni Jiang, 2014, 1401.6504.

The m out of n Bootstrap and Goodness of Fit Tests with Double Censored Data

Peter J. Bickel, Jian-Jian Ren, P. Bickel, 1996 .

Convergence Criteria for Multiparameter Stochastic Processes and Some Applications

Peter J. Bickel, P. Bickel, M. J. Wichura, 1971 .

Asymptotically Optimal Bayes and Minimax Procedures in Sequential Estimation

Peter J. Bickel, Joseph A. Yahav, P. Bickel, 1968 .

The golden chain

Peter J. Bickel, John Milton, Paradise Lost, 2003 .

Hierarchical selection of variables in sparse high-dimensional regression

Peter J. Bickel, Ya'acov Ritov, P. Bickel, 2008, 0801.1158.

A Festschrift for Erich L. Lehmann in honor of his sixty-fifth birthday

Peter J. Bickel, Kjell A. Doksum, J. L. Hodges, 1983 .

Projection pursuit in high dimensions

Peter J. Bickel, Boaz Nadler, Gil Kur, 2018, Proceedings of the National Academy of Sciences.

Large sample theory of estimation in biased sampling regression

Peter J. Bickel, Ya'acov Ritov, P. Bickel, 1991 .

Renewal Theory in the Plane

Peter J. Bickel, Joseph A. Yahav, P. Bickel, 1965 .

Discussion of Sara van de Geer: Generic chaining and the L1 penalty

Peter J. Bickel, P. Bickel, Mu Cai, 2013 .

A NOTE ON BAYES ESTIMATES

Peter J. Bickel, David Blackwell, D. Blackwell, 1967 .

SIMULTANEOUS ANALYSIS OF LASSO AND DANTZIG

Peter J. Bickel, Alexandre Tsybakov, Ya’acov Ritov, 2007 .

Discussions of boosting papers, and rejoinders

Trevor Hastie, Peter J. Bickel, Robert Tibshirani, 2004 .

Mathematical Statistics: Basic Ideas and Selected Topics, Volume II

Peter J. Bickel, Kjell A. Doksum, Peter J. Bickel, 2015 .

Hidden Markov model likelihoods and their derivatives behave like i.i.d. ones

Peter J. Bickel, Tobias Rydén, Ya'acov Ritov, 2002 .

Mathematical Statistics : Basic Ideas and Selected Topics, Volumes I-II Package

Peter J. Bickel, Kjell A. Doksum, Peter J. Bickel, 2015 .

Inference and Auditing: The Stringer Bound

Peter J. Bickel, P. Bickel, 1992 .

Inference in hidden Markov models I: Local asymptotic normality in the stationary case

Peter J. Bickel, Ya'acov Ritov, P. Bickel, 1996 .

On Some Alternative Estimates for Shift in the $P$-Variate One Sample Problem

Peter J. Bickel, P. Bickel, 1964 .

SOME PROBLEMS ON THE ESTIMATION OF UNIMODAL DENSITIES

Peter J. Bickel, Jianqing Fan, P. Bickel, 1996 .

What Academia Needs

Peter J. Bickel, P. Bickel, 1995 .

Comparative Analysis of the Transcriptome across Distant Species

Peter J. Bickel, Raymond K. Auerbach, Peter J. Park, 2014, Nature.

MEASURING REPRODUCIBILITY OF HIGH-THROUGHPUT

Peter J. Bickel, James B. Brown, Haiyan Huang, 2010 .

The Developmental Transcriptome of Drosophila melanogaster

Peter J. Bickel, Li Yang, Thomas R. Gingeras, 2010, Nature.

A Moment Matching Ensemble Filter for Nonlinear Non-Gaussian Data Assimilation

Peter J. Bickel, Jing Lei, P. Bickel, 2011 .

A Note on Unbiased Bayes Estimates

Peter J. Bickel, Colin L. Mallows, P. Bickel, 1988 .

Robustness of Design against Autocorrelation in Time II: Optimally, Theoretical and Numerical Results for the First-Order Autoregressive Process

Peter J. Bickel, Agnes M. Herzberg, P. Bickel, 1981 .

On Some Asymptotically Nonparametric Competitors of Hotelling's $T^{2 1}$

Peter J. Bickel, P. Bickel, 1965 .

Efficient Estimation Using Both Direct and Indirect Observations

Peter J. Bickel, Ya'acov Ritov, P. Bickel, 1994 .

ADAPTIVE ESTIMATION IN ELLIPTICAL DISTRIBUTIONS WITH EXTENSIONS TO HIGH DIMENSIONS

Peter J. Bickel, Sharmodeep Bhattacharyya, P. Bickel, 2013 .