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

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

SCHOLARLY PAPERS

23

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Top 17,846

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14

CROSSREF CITATIONS

46

Scholarly Papers (23)

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1.

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 336 (139,597)
Citation 2

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2.

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 322 (145,549)
Citation 2

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Clustered data, Longitudinal data, Mixed effects, Regression trees

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 318 (147,518)

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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 240 (196,342)

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5.

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 217 (216,195)

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Dimension reduction, Heteroscedasticity, Nonnormality, Single-index model

6.

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

Downloads 204 (228,986)
Citation 13

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 106 (388,772)
Citation 2

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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 98 (410,416)

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7.

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 161 (281,371)

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8.

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 152 (295,065)

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Autocorrelation, Heteroscedasticity, Local polynomial estimation, Model selection

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 149 (299,919)

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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 114 (367,226)

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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 101 (399,323)
Citation 2

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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 84 (448,661)

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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 78 (468,616)

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

14.

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 72 (490,065)

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C4.5, CART, Classification tree, Separate class

15.

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 Hurvich and Jeffrey S. Simonoff
New York University (NYU) - Leonard N. Stern School of Business, New York University (NYU) - Leonard N. Stern School of Business and New York University (NYU) - Leonard N. Stern School of Business
Downloads 62 (529,727)

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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

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 43 (621,647)

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17.

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 40 (638,436)
Citation 1

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18.

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, Hasselt University and New York University (NYU) - Leonard N. Stern School of Business
Downloads 36 (662,423)

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

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 36 (662,423)

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Density estimation, isotonic regression, selection bias, weighted distributions

20.

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 31 (694,583)

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Nonparametric regression, robust estimation

21.

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 Hurvich and Jeffrey S. Simonoff
New York University (NYU) - Leonard N. Stern School of Business, New York University (NYU) - Leonard N. Stern School of Business and New York University (NYU) - Leonard N. Stern School of Business
Downloads 29 (708,209)

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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.

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 26 (729,700)

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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 23 (752,485)

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baseball, home advantage, softball