Jeffrey S. Simonoff

New York University (NYU) - Leonard N. Stern School of Business

44 West 4th Street

Suite 9-160

New York, NY NY 10012

United States

New York University (NYU) - Department of Information, Operations, and Management Sciences

Toyota Motor Corp Term Professor of Statistics

44 West Fourth Street

New York, NY 10012

United States

SCHOLARLY PAPERS

23

DOWNLOADS
Rank 22,531

SSRN RANKINGS

Top 22,531

in Total Papers Downloads

2,101

SSRN CITATIONS
Rank 16,229

SSRN RANKINGS

Top 16,229

in Total Papers Citations

4

CROSSREF CITATIONS

46

Scholarly Papers (23)

1.

Unbiased Regression Trees for Longitudinal and Clustered Data

Number of pages: 33 Posted: 24 Feb 2014 Last Revised: 01 Dec 2014
Wei Fu and Jeffrey S. Simonoff
New York University (NYU) - Leonard N. Stern School of Business and New York University (NYU) - Leonard N. Stern School of Business
Downloads 250 (122,336)
Citation 2

Abstract:

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Clustered data, Longitudinal data, Mixed effects, Regression trees

2.

Predicting Movie Grosses: Winners and Losers, Blockbusters and Sleepers

NYU Working Paper No. SOR-99-8
Number of pages: 40 Posted: 31 Oct 2008
Jeffrey S. Simonoff and Ilana R. Sparrow
New York University (NYU) - Leonard N. Stern School of Business and affiliation not provided to SSRN
Downloads 213 (143,240)
Citation 1

Abstract:

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3.

Robust Analysis of Variance: Process Design and Quality Improvement

NYU Working Paper No. SOR-2005-4
Number of pages: 23 Posted: 03 Nov 2008
Avi Giloni, Sridhar Seshadri and Jeffrey S. Simonoff
Independent, University of Illinois at Urbana Champaign and New York University (NYU) - Leonard N. Stern School of Business
Downloads 195 (155,637)

Abstract:

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4.

Re-Em Trees: A New Data Mining Approach for Longitudinal Data

NYU Working Paper No. 2451/28094
Number of pages: 35 Posted: 15 Jul 2009
Rebecca J. Sela and Jeffrey S. Simonoff
New York University (NYU) - Leonard N. Stern School of Business and New York University (NYU) - Leonard N. Stern School of Business
Downloads 170 (176,044)

Abstract:

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Tree Induction Vs Logistic Regression: A Learning Curve Analysis

NYU Working Paper No. SOR-2001-6
Number of pages: 48 Posted: 03 Nov 2008
Claudia Perlich, Foster Provost and Jeffrey S. Simonoff
IBM Corporation - Thomas J. Watson Research Center, New York University and New York University (NYU) - Leonard N. Stern School of Business
Downloads 81 (306,070)

Abstract:

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Tree Induction Vs. Logistic Regression: a Learning-Curve Analysis

NYU Working Paper No. 2451/14161
Number of pages: 51 Posted: 13 Oct 2008
Claudia Perlich, Foster Provost and Jeffrey S. Simonoff
IBM Corporation - Thomas J. Watson Research Center, New York University and New York University (NYU) - Leonard N. Stern School of Business
Downloads 73 (325,711)

Abstract:

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6.

Tobit Model Estimation and Sliced Inverse Regression

NYU Working Paper No. SOR-2006-1
Number of pages: 22 Posted: 03 Nov 2008
Lexin Li, Jeffrey S. Simonoff and Chih-Ling Tsai
North Carolina State University, New York University (NYU) - Leonard N. Stern School of Business and University of California, Davis - Graduate School of Management
Downloads 153 (192,540)

Abstract:

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Dimension reduction, Heteroscedasticity, Nonnormality, Single-index model

7.

Score Tests for the Single Index Model

NYU Working Paper No. SOR-2000-5
Number of pages: 10 Posted: 31 Oct 2008
Jeffrey S. Simonoff and Chih-Ling Tsai
New York University (NYU) - Leonard N. Stern School of Business and University of California, Davis - Graduate School of Management
Downloads 136 (211,948)

Abstract:

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Autocorrelation, Heteroscedasticity, Local polynomial estimation, Model selection

8.

An Empirical Study of Factors Relating to the Success of Broadway Shows

NYU Working Paper No. SOR-2000-9
Number of pages: 16 Posted: 31 Oct 2008
Jeffrey S. Simonoff and lan ma
New York University (NYU) - Leonard N. Stern School of Business and Rider University
Downloads 132 (217,087)

Abstract:

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9.

Robust Weighted Lad Regression

NYU Working Paper No. SOR-2004-5
Number of pages: 22 Posted: 03 Nov 2008
Avi Giloni, Jeffrey S. Simonoff and Bhaskar Sengupta
Independent, New York University (NYU) - Leonard N. Stern School of Business and affiliation not provided to SSRN
Downloads 104 (258,387)

Abstract:

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Breakdown point, Leverage points, Outliers, Robust regression

10.

Semiparametric and Additive Model Selection Using an Improved Akaike Information Criterion

NYU Working Paper No. SOR-97-12
Number of pages: 20 Posted: 31 Oct 2008
Jeffrey S. Simonoff and Chih-Ling Tsai
New York University (NYU) - Leonard N. Stern School of Business and University of California, Davis - Graduate School of Management
Downloads 101 (263,610)

Abstract:

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Goodness-of-fit, Kullback-Leibler discrepancy, Nonparametric regression, Smoothing spline regression estimator

11.

Three Sides of Smoothing: Categorical Data Smoothing, Nonparametric Regression, and Density Estimation

NYU Working Paper No. SOR-97-3
Number of pages: 21 Posted: 31 Oct 2008
Jeffrey S. Simonoff
New York University (NYU) - Leonard N. Stern School of Business
Downloads 81 (305,462)

Abstract:

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Kernel estimator, Local likelihood estimator, Local polynomial estimator, Maximum penalized likelihood estimator, Poisson regression

12.

An Investigation of Missing Data Methods for Classification Trees

NYU Working Paper No. SOR-2008-1
Number of pages: 43 Posted: 16 Nov 2008
Yufeng Ding and Jeffrey S. Simonoff
affiliation not provided to SSRN and New York University (NYU) - Leonard N. Stern School of Business
Downloads 70 (332,285)

Abstract:

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C4.5, Classification tree, Separate class, CART, rpart

13.

A Mathematical Programming Approach for Improving the Robustness of Lad Regression

NYU Working Paper No. SOR-2004-2
Number of pages: 22 Posted: 03 Nov 2008
Avi Giloni, Bhaskar Sengupta and Jeffrey S. Simonoff
Independent, affiliation not provided to SSRN and New York University (NYU) - Leonard N. Stern School of Business
Downloads 57 (366,198)

Abstract:

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Algorithms, Breakdown point, Knapsack problem, Nonlinear mixed integer programming, Robust regression

14.

Efficiency and Consistency for Regularization Parameter Selection in Penalized Regression: Asymptotics and Finite-Sample Corrections

NYU Working Paper No. 2451/31317
Number of pages: 39 Posted: 10 Sep 2013
Cheryl Flynn, Clifford M. Hurvich and Jeffrey S. Simonoff
New York University (NYU) - Leonard N. Stern School of Business, Stern School of Business, New York University and New York University (NYU) - Leonard N. Stern School of Business
Downloads 47 (399,110)

Abstract:

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Akaike information criterion, Bayesian information criterion, Least ab- solute shrinkage and selection operator, Model selection/ Variable Selection, Penalized regression, Smoothly clipped absolute deviation

15.

An Investigation of Missing Data Methods for Classiffcation Trees

NYU Working Paper No. SOR-2006-3
Number of pages: 43 Posted: 03 Nov 2008
Yufeng Ding and Jeffrey S. Simonoff
affiliation not provided to SSRN and New York University (NYU) - Leonard N. Stern School of Business
Downloads 47 (399,110)

Abstract:

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C4.5, CART, Classification tree, Separate class

16.

Were the 1996-2000 Yankees the Best Baseball Team Ever?

NYU Working Paper No. SOR-2001-2
Number of pages: 19 Posted: 31 Oct 2008
Gary Simon and Jeffrey S. Simonoff
New York University (NYU) - Department of Information, Operations, and Management Sciences and New York University (NYU) - Leonard N. Stern School of Business
Downloads 38 (433,145)

Abstract:

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17.

Model Selection in Regression Based on Presmoothing

NYU Working Paper No. SOR-2006-2
Number of pages: 24 Posted: 03 Nov 2008
Marc Aerts, Niel Hens and Jeffrey S. Simonoff
affiliation not provided to SSRN, affiliation not provided to SSRN and New York University (NYU) - Leonard N. Stern School of Business
Downloads 30 (468,089)

Abstract:

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Akaike Information Criterion, Fractional Polynomial, Latent Variable Model, Model Selection, Presmoothing

18.

Toward Enhancing the Quality and Quantity of Marketing Majors

NYU Working Paper No. SOR-97-5
Number of pages: 10 Posted: 31 Oct 2008
Priscilla A. LaBarbera and Jeffrey S. Simonoff
affiliation not provided to SSRN and New York University (NYU) - Leonard N. Stern School of Business
Downloads 29 (472,936)

Abstract:

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19.

Transformation-Based Density Estimation for Weighted Distributions

NYU Working Paper No. SOR-99-7
Number of pages: 16 Posted: 31 Oct 2008
Hammou El Barmi and Jeffrey S. Simonoff
affiliation not provided to SSRN and New York University (NYU) - Leonard N. Stern School of Business
Downloads 26 (488,569)

Abstract:

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Density estimation, isotonic regression, selection bias, weighted distributions

20.

Supplement to 'Efficiency and Consistency for Regularization Parameter Selection in Penalized Regression: Asymptotics and Finite-Sample Corrections'

NYU Working Paper No. SOR-2011-02
Number of pages: 13 Posted: 19 Nov 2011
Cheryl Flynn, Clifford M. Hurvich and Jeffrey S. Simonoff
New York University (NYU) - Leonard N. Stern School of Business, Stern School of Business, New York University and New York University (NYU) - Leonard N. Stern School of Business
Downloads 22 (511,099)

Abstract:

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Akaike information criterion; Bayesian information criterion; Least ab-solute shrinkage and selection operator; Model selection/ VariableSelection; Penalized regression; Smoothly clipped absolute deviation.

21.

The Conditional Breakdown Properties of Least Absolute Value Local Polynomial Estimators

NYU Working Paper No. SOR-2003-7
Number of pages: 31 Posted: 03 Nov 2008
Avi Giloni and Jeffrey S. Simonoff
Independent and New York University (NYU) - Leonard N. Stern School of Business
Downloads 20 (522,763)

Abstract:

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Nonparametric regression, robust estimation

22.

The Conditional Breakdown Properties of Robust Local Polynomial Estimators

NYU Working Paper No. SOR-2001-5
Number of pages: 41 Posted: 03 Nov 2008
Avi Giloni and Jeffrey S. Simonoff
Independent and New York University (NYU) - Leonard N. Stern School of Business
Downloads 17 (540,440)

Abstract:

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23.

¬Slast Licks�: Do They Really Help?

NYU Working Paper No. SOR-2005-3
Number of pages: 22 Posted: 03 Nov 2008
Gary Simon and Jeffrey S. Simonoff
New York University (NYU) - Department of Information, Operations, and Management Sciences and New York University (NYU) - Leonard N. Stern School of Business
Downloads 9 (589,662)

Abstract:

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baseball, home advantage, softball