Simon J. Sheather

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Spurious Correlation

Simon J. Sheather, 2011, International Encyclopedia of Statistical Science.

Big Data Next Chapter

Simon J. Sheather, Preston Cody, Francesco Menapace, 2018 .

Using sliced mean variance–covariance inverse regression for classification and dimension reduction

Charles Lindsey, Simon J. Sheather, Joseph W. McKean, 2014, Comput. Stat..

Robust Estimation and Testing

Robert G. Staudte, Simon J. Sheather, Chulwan Kim, 1992 .

Sliced mean variance-covariance inverse regression

Simon J. Sheather, Joseph W. McKean, Kimberly Crimin, 2008, Comput. Stat. Data Anal..

Appendix C: Index of All Data Sets and Listing of Larger Data Files

Robert G. Staudte, Simon J. Sheather, 2011 .

Appendix D: Minitab Macros

Robert G. Staudte, Simon J. Sheather, 2011 .

Partial Residual Plots Based on Robust Fits

Simon J. Sheather, Joseph W. McKean, S. Sheather, 2000, Technometrics.

Applications of Robust Regression to “Big” Data Problems

Simon J. Sheather, 2016 .

Weighted Least Squares

Simon J. Sheather, S. Sheather, 2009 .

Testing for a Location Parameter

Robert G. Staudte, Simon J. Sheather, 2011 .

Serially Correlated Errors

Simon J. Sheather, 2009 .

Location–Dispersion Estimation

Robert G. Staudte, Simon J. Sheather, 2011 .

Exploring data sets using partial residual plots based on robust fits

Simon J. Sheather, Joseph W. McKean, 1997 .

Discussion of “The power of monitoring: how to make the most of a contaminated multivariate sample”

Simon J. Sheather, Joseph W. McKean, S. Sheather, 2018, Stat. Methods Appl..

Selection of a kernel bandwidth for measuring dependence in hydrologic time series using the mutual information criterion

Ashish Sharma, Simon J. Sheather, Timothy I. Harrold, 2001 .

Multiple Linear Regression

Simon J. Sheather, S. Sheather, 2009 .

The Use and Interpretation of Residuals Based on Robust Estimation

Simon J. Sheather, Thomas P. Hettmansperger, Joseph W. McKean, 1993 .

Wiley Series in Probability and Mathematical Statistics

Robert G. Staudte, Simon J. Sheather, S. Sheather, 2011 .

Rank Based Inference

Simon J. Sheather, Thomas P. Hettmansperger, Joseph W. McKean, 2014 .

Variable Selection in Linear Regression

Simon J. Sheather, S. Sheather, Charles Lindsey, 2010 .

Multivariate L-estimation

Jean Meloche, Ricardo Fraiman, Alfonso Gordaliza, 1999 .

Robust Diagnostics for Rank-Based Inference

Simon J. Sheather, Thomas P. Hettmansperger, Joseph W. McKean, 1988 .

Local Bandwidth Selection for Density Estimation

Simon J. Sheather, Lori A. Thombs, S. Sheather, 1992 .

Finite sample stability properties of the least median of squares estimator

Simon J. Sheather, Thomas P. Hettmansperger, Joseph W. McKean, 1997 .

Robust and High-Breakdown Fits of Polynomial Models

Simon J. Sheather, Thomas P. Hettmansperger, Joseph W. McKean, 1994 .

Diagnostics for comparing robust and least squares fits

Simon J. Sheather, Joshua D. Naranjo, S. Sheather, 1999 .

Finite Sample Performance of tests for Symmetry of the Errors in a Linear Model

Simon J. Sheather, Thomas P. Hettmansperger, Joseph W. McKean, 2002 .

Indirect Cross-Validation for Density Estimation

Simon J. Sheather, Olga Y. Savchuk, Jeffrey D. Hart, 2008, 0812.0051.

Kernel Quantile Estimators

James Stephen Marron, Simon J. Sheather, J. Marron, 1990 .

A nonparametric model for stochastic generation of daily rainfall amounts

Ashish Sharma, Simon J. Sheather, Timothy I Harrold, 2003 .

Empirical study of indirect cross-validation

Simon J. Sheather, Olga Y. Savchuk, Jeffrey D. Hart, 2008 .

A comparison of procedures based on inverse regression

Simon J. Sheather, Joseph W. McKean, 1997 .

A finite sample estimate of the variance of the sample median

Simon J. Sheather, S. Sheather, 1986 .

Regression Diagnostics for Rank-Based Methods

Simon J. Sheather, Thomas P. Hettmansperger, Joseph W. McKean, 1990 .

Using non stochastic terms to advantage in kernel-based estimation of integrated squared density derivatives

Simon J. Sheather, M. C. Jones, S. Sheather, 1991 .

A comparison of testing and confidence interval methods for the median

Simon J. Sheather, Joseph W. McKean, S. Sheather, 1987 .

ROBUST BAYESIAN ESTIMATION OF AUTOREGRESSIVE‐‐MOVING‐AVERAGE MODELS

Robert Kohn, Simon J. Sheather, Glen Barnett, 1997 .

A nonparametric model for stochastic generation of daily rainfall occurrence

Ashish Sharma, Simon J. Sheather, S. Sheather, 2003 .

Diagnostics to detect differences in Robust fits of linear models

Simon J. Sheather, Joseph W. McKean, Joshua D. Naranjo, 1996 .

Jackknifing R-estimators

Simon J. Sheather, W. R. Schucany, William R. Schucany, 1989 .

High-Breakdown Rank Regression

Simon J. Sheather, Joseph W. McKean, Joshua D. Naranjo, 1999 .

Confidence intervals based on interpolated order statistics

Simon J. Sheather, Thomas P. Hettmansperger, S. Sheather, 1986 .