G. Walther

发表

Optimal detection of multi-sample aligned sparse signals

H. Chan, G. Walther, 2015, 1510.03659.

Forward stagewise regression and the monotone lasso

R. Tibshirani, T. Hastie, Jonathan E. Taylor, 2007, 0705.0269.

Adaptive Concentration of Regression Trees, with Application to Random Forests

Stefan Wager, G. Walther, 2015 .

Uniform Convergence of Random Forests via Adaptive Concentration

Stefan Wager, G. Walther, 2015 .

Inference and Modeling with Log-concave Distributions

G. Walther, 2009, 1010.0305.

Detection with the scan and the average likelihood ratio

H. Chan, G. Walther, 2011, 1107.4344.

Estimating the number of clusters in a data set via the gap statistic

Robert Tibshirani, R. Tibshirani, T. Hastie, 2000 .

Detecting the Presence of Mixing with Multiscale Maximum Likelihood

G. Walther, 2002 .

Cluster Validation by Prediction Strength

Robert Tibshirani, Guenther Walther, R. Tibshirani, 2005 .

Optimal and fast detection of spatial clusters with scan statistics

G. Walther, 2010, 1002.4770.

Earth Mover’s Distance (EMD): A True Metric for Comparing Biomarker Expression Levels in Cell Populations

G. Walther, L. Herzenberg, R. Moss, 2016, PloS one.

On a generalization of Blaschke's Rolling Theorem and the smoothing of surfaces

Guenther Walther, G. Walther, 1999 .

Large-scale inference with block structure

G. Walther, J. Kou, 2019, The Annals of Statistics.

Multiscale maximum likelihood analysis of a semiparametric model

Guenther Walther, G. Walther, 2001 .

The essential histogram

G. Walther, A. Munk, H. Sieling, 2016, Biometrika.

Constrained ordination analysis with flexible response functions

T. Hastie, Mu Zhu, G. Walther, 2005 .

Apparent Latitudinal Modulation of the Solar Neutrino Flux

M. Wheatland, G. Walther, P. Sturrock, 1998 .

Confidence Bands for a Log-Concave Density

G. Walther, Alnur Ali, S. Boyd, 2020, J. Comput. Graph. Stat..

Search for Periodicities in the Homestake Solar Neutrino Data

M. Wheatland, G. Walther, P. Sturrock, 1997 .

Apparent Latitudinal Modulation of the Solar Neutrino Flux

M. Wheatland, G. Walther, P. Sturrock, 1998 .

Comment on "Search for periodic modulations of the solar neutrino flux in Super-Kamiokande" by J. Yoo et al

M. Wheatland, G. Walther, J. Scargle, 2004, hep-ph/0403246.

THE LASSO AND RELATED METHODS 2 1 The lasso and related methods

R. Tibshirani, T. Hastie, Jonathan E. Taylor, 2007 .

Combined and Comparative Analysis of Power Spectra

M. Wheatland, G. Walther, J. Scargle, 2005, astro-ph/0502050.

Estimating the number of clusters in a data set via the gap statistic

R. Tibshirani, T. Hastie, G. Walther, 2000 .

Computational Statistics and Data Analysis Investigating the Multimodality of Multivariate Data with Principal Curves

Murat O. Ahmed, Guenther Walther, G. Walther, 2022 .

QFMatch: multidimensional flow and mass cytometry samples alignment

Qian Zhao, Guenther Walther, Leonore A. Herzenberg, 2018, Scientific Reports.

AutoGate: automating analysis of flow cytometry data

Guenther Walther, Yang Yang, Erin M Mitsunaga, 2014, Immunologic research.

Automatic Clustering of Flow Cytometry Data with Density-Based Merging

Noah Zimmerman, Guenther Walther, Wayne Moore, 2009, Adv. Bioinformatics.

Science not art: statistically sound methods for identifying subsets in multi-dimensional flow and mass cytometry data sets

Guenther Walther, Leonore A. Herzenberg, Darya Y. Orlova, 2017, Nature Reviews Immunology.

Automated subset identification and characterization pipeline for multidimensional flow and mass cytometry data clustering and visualization

G. Walther, Justin Youngyunpipatkul, D. Parks, 2019, Communications Biology.

AutoGate: automating analysis of flow cytometry data

Erin M Mitsunaga, G. Walther, L. Herzenberg, 2014, Immunologic Research.

On the Solar-Cycle Modulation of the Homestake Solar Neutrino Capture Rate and the Shuffle Test

G. Walther, 1999 .

Peer Assessment Enhances Student Learning: The Results of a Matched Randomized Crossover Experiment in a College Statistics Class

Dennis L. Sun, Michael Baiocchi, Guenther Walther, 2015, PloS one.

The average likelihood ratio for large-scale multiple testing and detecting sparse mixtures

Guenther Walther, G. Walther, 2011, 1111.0328.

Beta-trees: Multivariate histograms with confidence statements

G. Walther, Qiang Zhao, 2023, 2308.00950.

Optimal detection of a jump in the intensity of a Poisson process or in a density with likelihood ratio statistics

Guenther Walther, G. Walther, Camilo Rivera, 2012, 1211.2859.

Clustering with mixtures of log-concave distributions

Guenther Walther, George T. Chang, G. Walther, 2007, Comput. Stat. Data Anal..

Monte Carlo sampling in dual space for approximating the empirical halfspace distance

Guenther Walther, G. Walther, 1997 .

The Block Criterion for Multiscale Inference About a Density, With Applications to Other Multiscale Problems

Guenther Walther, Kaspar Rufibach, G. Walther, 2010 .

Cluster Validation by Prediction Strength

R. Tibshirani, G. Walther, 2005 .