Jeffrey S. Simonoff
#153,614
Most Influential Person Now
American statistician
Jeffrey S. Simonoff's AcademicInfluence.com Rankings
Jeffrey S. Simonoffmathematics Degrees
Mathematics
#7086
World Rank
#9704
Historical Rank
#2016
USA Rank
Statistics
#759
World Rank
#847
Historical Rank
#171
USA Rank

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Mathematics
Jeffrey S. Simonoff's Degrees
- PhD Statistics Yale University
- Masters Statistics Yale University
- Bachelors Applied Mathematics and Statistics Stony Brook University
- Bachelors Computer Science Stony Brook University
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Why Is Jeffrey S. Simonoff Influential?
(Suggest an Edit or Addition)Jeffrey S. Simonoff's Published Works
Number of citations in a given year to any of this author's works
Total number of citations to an author for the works they published in a given year. This highlights publication of the most important work(s) by the author
Published Works
- Smoothing Methods in Statistics (1998) (1794)
- Smoothing parameter selection in nonparametric regression using an improved Akaike information criterion (1998) (1226)
- Multivariate Density Estimation (1996) (1209)
- Tree Induction Vs Logistic Regression: A Learning Curve Analysis (2001) (374)
- Procedures for the Identification of Multiple Outliers in Linear Models (1993) (366)
- Handbook of Regression Analysis (2012) (197)
- Predicting Movie Grosses: Winners and Losers, Blockbusters and Sleepers (2000) (185)
- RE-EM trees: a data mining approach for longitudinal and clustered data (2012) (176)
- Analyzing Categorical Data (2003) (161)
- An Investigation of Missing Data Methods for Classification Trees (2006) (114)
- Exploring Innovative Entrepreneurship and Its Ties to Higher Educational Experiences (2012) (99)
- Causes, cost consequences, and risk implications of accidents in US hazardous liquid pipeline infrastructure (2009) (92)
- The SAGE Handbook of Multilevel Modeling (2013) (87)
- A Penalty Function Approach to Smoothing Large Sparse Contingency Tables (1983) (80)
- Risk‐Management and Risk‐Analysis‐Based Decision Tools for Attacks on Electric Power (2007) (77)
- Non-White, No More: Effect Coding as an Alternative to Dummy Coding With Implications for Higher Education Researchers (2015) (74)
- Alternative Estimation Procedures for Pr(X < Y) in Categorized Data (1986) (68)
- Spending money. (1986) (64)
- Robust Weighted Lad Regression (2005) (58)
- Unbiased Regression Trees for Longitudinal and Clustered Data (2014) (54)
- Use of Modified Profile Likelihood for Improved Tests of Constancy of Variance in Regression (1994) (53)
- Efficiency for Regularization Parameter Selection in Penalized Likelihood Estimation of Misspecified Models (2013) (53)
- Toward Enhancing the Quality and Quantity of Marketing Majors (1999) (52)
- The Yale Survey: A Large-Scale Study of Book Deterioration in the Yale University Library (1985) (50)
- Semiparametric and Additive Model Selection Using an Improved Akaike Information Criterion (1999) (50)
- A Casebook for a First Course in Statistics and Data Analysis. (1995) (47)
- Prediction in censored survival data: a comparison of the proportional hazards and linear regression models. (1992) (46)
- Detecting outlying cells in two-way contingency table via backwards-stepping (1988) (44)
- A comparison of estimators for regression with a censored response variable (1990) (42)
- The use of regression methodology for the compromise of confidential information in statistical databases (1987) (40)
- Handbook of Regression Analysis: Chatterjee/Handbook (2012) (40)
- Three Sides of Smoothing: Categorical Data Smoothing, Nonparametric Regression, and Density Estimation (1998) (40)
- An Empirical Study of Factors Relating to the Success of Broadway Shows (2000) (40)
- High Breakdown Regression and Multivariate Estimation (1993) (39)
- Measuring the stability of histogram appearance when the anchor position is changed (1997) (38)
- Smoothing categorical data (1995) (38)
- Risk management of cost consequences in natural gas transmission and distribution infrastructures (2010) (37)
- Logistic Regression, Categorical Predictors, and Goodness-of-Fit: It Depends on Who You Ask (1998) (37)
- General Approaches to Stepwise Identification of Unusual Values in Data Analysis (1991) (32)
- Regression Models for Count Data (2003) (31)
- A comparison of robust methods and detection of outliers techniques when estimating a location parameter (1984) (28)
- An Improved Goodness-of-Fit Statistic for Sparse Multinomials (1985) (27)
- Cultivating Innovative Entrepreneurs for the Twenty-First Century: A Study of U.S. and German Students (2016) (27)
- The Construction and Properties of Boundary Kernels for Smoothing Sparse Multinomials (1994) (27)
- Transformation- based density estimation For weighted distributions (2000) (26)
- Jackknife-based estimators and confidence regions in nonlinear regression (1986) (25)
- Analysis of Electrical Power and Oil and Gas Pipeline Failures (2007) (25)
- Nursing behaviors of beluga calves (Delphinapterus leucas) born in captivity (1997) (24)
- Survival trees for left‐truncated and right‐censored data, with application to time‐varying covariate data (2016) (23)
- Outlier detection and robust estimation of scale (1987) (23)
- Diagnostic Plots for Missing Data in Least Squares Regression (1986) (23)
- Jackknifing and Bootstrapping Goodness-of-Fit Statistics in Sparse Multinomials (1986) (23)
- The “Unusual Episode” and a Second Statistics Course (1997) (23)
- A geometric combination estimator for d-dimensional ordinal sparse contingency tables (1995) (22)
- Regression diagnostics to detect nonrandom missingness in linear regression (1988) (22)
- Survival trees for interval‐censored survival data (2017) (20)
- Probability estimation via smoothing in sparse contingency tables with ordered categories (1987) (20)
- Color–emotion associations in the pharmaceutical industry: Understanding Universal and local themes (2012) (19)
- Survival of Broadway shows: An empirical investigation of recent trends (2015) (19)
- A Robust Approach to Categorical Data Analysis (2001) (18)
- Electricity Case: Statistical Analysis of Electric Power Outages (2005) (17)
- Unraveling Geographic Interdependencies in Electric Power Infrastructure (2006) (17)
- Asthma Hospital Admissions and Ambient Air Pollutant Concentrations in New York City (2012) (16)
- The breakdown and influence properties of outlier rejection-plus-mean procedures (1987) (15)
- The use of guided reformulations when collinearities are present in non-linear regression (1989) (14)
- The relative importance of bias and variability in the estimation of the variance of a statistic (1993) (14)
- Estimating Pr(X<Y) in categorized data using ROC analysis. Response (1988) (14)
- Effect Coding as a Mechanism for Improving the Accuracy of Measuring Students Who Self-Identify with More than One Race (2015) (13)
- Smoothing Methods for Discrete Data (2012) (13)
- Tobit model estimation and sliced inverse regression (2007) (12)
- On the Sensitivity of the Lasso to the Number of Predictor Variables (2014) (12)
- Distributing a Computationally Intensive Estimator: The Case of Exact LMS Regression (1994) (12)
- Resource allocation, emergency response capability, and infrastructure concentration around vulnerable sites (2011) (12)
- Risk and Economic Costs of a Terrorist Attack on the Electric System (2007) (12)
- The anchor position of histograms and frequency polygons: quantitative and qualitative smoothing (1995) (11)
- A mathematical programming approach for improving the robustness of least sum of absolute deviations regression (2006) (11)
- Robust Analysis of Variance: Process Design and Quality Improvement (2005) (11)
- An ensemble method for interval-censored time-to-event data. (2019) (11)
- Transportation Density and Opportunities for Expediting Recovery to Promote Security (2008) (11)
- An Introduction to the Bootstrap.@@@Computer-Intensive Statistical Methods: Validation Model Selection and Bookstrap. (1994) (10)
- Score Tests for the Single Index Model (2002) (10)
- Penalized Maximum Likelihood (2005) (10)
- Jackknifing and bootstrapping quasi–likelihood estimators (1988) (10)
- The conditional breakdown properties of least absolute value local polynomial estimators (2003) (9)
- Nonprofits As Large Employers:A City-Level Geographical Inquiry (2000) (9)
- An Unusual Episode (1997) (8)
- The calculation of outlier detection statistics (1984) (8)
- Ensemble Methods for Survival Data with Time-Varying Covariates (2020) (8)
- Assessing the influence of individual observations on a goodness-of-fit test based on nonparametric regression (1991) (7)
- Estimation and inference in pharmacokinetic models: The effectiveness of model reformulation and resampling methods for functions of parameters (1990) (6)
- Re-Em Trees: A New Data Mining Approach for Longitudinal Data (2009) (6)
- Dynamic estimation with random forests for discrete‐time survival data (2021) (6)
- Higher Order Effects in Log‐Linear and Log‐Non‐Linear Models for Contingency Tables with Ordered Categories (1991) (6)
- VARIANCE ESTIMATION FOR SAMPLE AUTOCOVARIANCES: DIRECT AND RESAMPLING APPROACHES (1991) (6)
- Model selection in regression based on pre-smoothing (2010) (6)
- A Mathematical Programming Approach for Improving the Robustness of Lad Regression (2004) (5)
- Logistic Regression — Modeling the Probability of Success (5)
- “Trends for Oil and Gas Terrorist Attacks,” I3P Report No. 2 (2005) (5)
- Time Series Data and Autocorrelation (2013) (5)
- Multiple Linear Regression (2006) (5)
- Tree Induction vs. Logistic Regression for Learning Rankings based on Likelihood of Class Membership (2002) (5)
- Handbook of Regression Analysis With Applications in R (2020) (5)
- A simple, automatic and adaptive bivariate density estimator based on conditional densities (1995) (4)
- The Importance of Transportation (2014) (4)
- The Potential for Nonparametric Joint Latent Class Modeling of Longitudinal and Time-to-Event Data (2020) (3)
- Further Applications of Smoothing (1996) (3)
- Infrastructure Disruptions and Recovery Rates in Disasters (2008) (3)
- Move Over, Roger Maris: Breaking Baseball's Most Famous Record (1998) (3)
- Bright Lights, Big Dreams - A Case Study of Factors Relating to the Success of Broadway Shows (2014) (2)
- Were the 1996–2000 Yankees the Best Baseball Team Ever? (2002) (2)
- A Look at Daily Lotteries (1983) (2)
- Alternative estimation procedures for Pr(X less than Y) in categorized data. (1986) (2)
- Discussion: Jackknife, Bootstrap and Other Resampling Methods in Regression Analysis (1986) (2)
- Comments on Paul and Fung (1991) (1992) (2)
- Application of statistical methodology to the evaluation of timing devices in commodities trading (1981) (2)
- On the use of information criteria for subset selection in least squares regression (2019) (2)
- Selection of Regression Models under Linear Restrictions for Fixed and Random Designs (2020) (2)
- The Identification of Multiple Outliers: Comment (1993) (2)
- Choice of Prediction Estimator in Censored Regression Models (1993) (2)
- Regression tree-based diagnostics for linear multilevel models (2013) (2)
- ¬Slast Licks�: Do They Really Help? (2006) (2)
- S-PLUS/R Code to Perform the Analyses in the Book Nonprofit Trusteeship in Different Contexts (1)
- Review of Two Collections of Data for Use in a First Course in Statistics@@@A Casebook for a First Course in Statistics and Data Analysis@@@A Handbook of Small Data Sets, Routledge, Chapman Hall (1996) (1)
- Regression Models for Multiple Category Response Data (2003) (1)
- Categorical Data and Goodness-of-Fit (2003) (1)
- An Ensemble Method for Interval-Censored Survival Data [R package ICcforest version 0.5.1] (2020) (1)
- Multidimensional Contingency Tables (2003) (1)
- Does momentum exist in a baseball game (2007) (1)
- Joint latent class trees: A tree-based approach to modeling time-to-event and longitudinal data (2022) (1)
- The Conditional Breakdown Properties of Robust Local Polynomial Estimators (2001) (1)
- Hot Racquet or Not? An Exploration of Momentum in Grand Slam Tennis Matches (2020) (1)
- Asthma Hospital Admissions and Ambient Air Pollution Concentrations in New York City (2006) (1)
- Joint latent class trees: A Tree-Based Approach to Joint Modeling of Time-to-event and Longitudinal Data (2018) (1)
- The Myth of the Generalist Judge: An Empirical Study of Opinion Specialization in the Federal Courts of Appeals (2007) (1)
- Efficiency and Consistency for Regularization Parameter Selection in Penalized Regression: Asymptotics and Finite-Sample Corrections (2011) (1)
- Simple Univariate Density Estimation (1996) (1)
- Infrastructure Density Around Vulnerable Sites and Resource Allocation (2008) (1)
- Proximity Analysis of Vulnerable Facilities to Infrastructure Facilities Using Density Estimation: California Facilities (2009) (1)
- Tables with More Structure (2003) (0)
- Editorial (2011) (0)
- Current Risk Management Issues for Hazardous Liquids and Natural Gas Pipeline Infrastructure (2011) (0)
- What Difference Does Faith Make (2017) (0)
- Using Infrastructure Density for Resource Allocation Policy (2014) (0)
- Editorial (2014) (0)
- Seasonal Ambient Concentrations of Particulate Matter and Asthma Hospitalizations in New York City (2010) (0)
- Exploring Innovative Entrepreneurship and Its Ties to Higher Educational Experiences (2012) (0)
- Effect Coding as a Mechanism for Improving the Accuracy of Measuring Students Who Self-Identify with More than One Race (2015) (0)
- Case Studies in Biometry.@@@A Casebook for a First Course in Statistics and Data Analysis. (1996) (0)
- Random Variables and Their Properties (0)
- Smoother Univariate Density Estimation (1996) (0)
- A Regression Tree Method for Longitudinal and Clustered Data with Multivariate Responses (2022) (0)
- Editorial (2015) (0)
- Industry Cultures of Trusteeship (2017) (0)
- Analyses of Trusteeship in Different Contexts (2017) (0)
- Ensemble methods for survival function estimation with time-varying covariates (2020) (0)
- Statistical Models and Model Selection (2017) (0)
- Analyzing Two-Way Tables (2003) (0)
- Regional Cultures of Trusteeship (2017) (0)
- News from Your Journal: Statistical Modelling (2017) (0)
- Using Conditional Inference Trees to (Re)Explore Nonprofit Board Composition (2022) (0)
- Boards and Their Varying Nature (2017) (0)
- Budget Attainment in Single Period Inventory Models (1984) (0)
- Diagnostics for Unusual Observations (2013) (0)
- Best Orthogonalized Subset Selection (BOSS) [R package BOSSreg version 0.1.0] (2019) (0)
- A Spatial Analysis of Asthma Hospitalization Rates and Socioeconomic and Land Use Variables in New York City (2006) (0)
- Response to Ryan's Comments (1995) (0)
- “Last Licks” (2006) (0)
- RE-EM trees: a data mining approach for longitudinal and clustered data (2011) (0)
- Transformations and Linearizable Models (2013) (0)
- Gaussian-Based Data Analysis (2003) (0)
- Critical Infrastructure Protection and Resource Allocation Policy (2014) (0)
- Discussion: Deterioration of performance of the lasso with many predictors (2016) (0)
- Editorial (2016) (0)
- From Whence Structure: Time Period Imprinting (2017) (0)
- Smoothing Ordered Categorical Data (1996) (0)
- Editorial (2012) (0)
- Regression Models for Binary Data (2003) (0)
- Analysis of Variance (2013) (0)
- Gaussian-Based Model Building (2003) (0)
- Boards of Trustees and Their Intellectual Environment (2017) (0)
- The Six Cities Trusteeship Project Dataset (2017) (0)
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