William S. Cleveland | Academic Influence

William S. Cleveland's AcademicInfluence.com Rankings

William S. Cleveland

Mathematics

#1171

World Rank

#1966

Historical Rank

#498

USA Rank

Statistics

#51

World Rank

#70

Historical Rank

#28

USA Rank

Applied Mathematics

#68

World Rank

#80

Historical Rank

#36

USA Rank

mathematics Degrees

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Mathematics

William S. Cleveland's Degrees

PhD Statistics Purdue University
Masters Statistics Purdue University
Bachelors Mathematics University of Georgia

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Why Is William S. Cleveland Influential?

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According to Wikipedia, William Swain Cleveland II is an American computer scientist and Professor of Statistics and Professor of Computer Science at Purdue University, known for his work on data visualization, particularly on nonparametric regression and local regression.

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William S. Cleveland'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

Robust Locally Weighted Regression and Smoothing Scatterplots (1979) (10149)
Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting (1988) (5181)
STL: A seasonal-trend decomposition procedure based on loess (with discussion) (1990) (2096)
Graphical Perception: Theory, Experimentation, and Application to the Development of Graphical Methods (1984) (1617)
LOWESS: A Program for Smoothing Scatterplots by Robust Locally Weighted Regression (1981) (1101)
Visualizing Data (1993) (1076)
The elements of graphing data (1985) (822)
Brushing scatterplots (1987) (733)
Regression by local fitting: Methods, properties, and computational algorithms (1988) (594)
Graphical Perception and Graphical Methods for Analyzing Scientific Data (1985) (579)
Smoothing by Local Regression: Principles and Methods (1996) (465)
Dynamic Graphics for Statistics (1988) (368)
Computational methods for local regression (1991) (329)
Internet Traffic Tends Toward Poisson and Independent as the Load Increases (2003) (314)
The Visual Design and Control of Trellis Display (1996) (312)
S: An Interactive Environment for Data Analysis and Graphics (1984) (301)
Local Regression Models (2017) (241)
The Many Faces of a Scatterplot (1984) (231)
On the nonstationarity of Internet traffic (2001) (231)
Stochastic models for generating synthetic HTTP source traffic (2004) (224)
Dynamic Graphics for Data Analysis (1987) (222)
Sunday and Workday Variations in Photochemical Air Pollutants in New Jersey and New York (1974) (185)
Graphical Perception: The Visual Decoding of Quantitative Information on Graphical Displays of Data (1987) (172)
Graphs in Scientific Publications (1984) (171)
The Inverse Autocorrelations of a Time Series and Their Applications (1972) (157)
A Visual Analytics Approach to Understanding Spatiotemporal Hotspots (2010) (153)
An Experiment in Graphical Perception (1986) (152)
Variables on Scatterplots Look More Highly Correlated When the Scales Are Increased (1982) (149)
Data science: An action plan for expanding the technical areas of the field of statistics (2014) (149)
Large complex data: divide and recombine (D&R) with RHIPE (2012) (112)
Calendar Effects in Monthly Time Series: Detection by Spectrum Analysis and Graphical Methods (1980) (110)
Graphical Methods for Data Presentation: Full Scale Breaks, Dot Charts, and Multibased Logging (1984) (108)
Data Science: an Action Plan for Expanding the Technical Areas of the Field of Statistics (2001) (102)
The seasonal component of atmospheric CO2: Information from new approaches to the decomposition of seasonal time series (1983) (95)
A Model for Studying Display Methods of Statistical Graphics (1993) (85)
Forecasting Hotspots—A Predictive Analytics Approach (2011) (79)
Photochemical air pollution: transport from the New York City area into Connecticut and Massachusetts. (1976) (78)
The Shape Parameter of a Two-Variable Graph (1988) (77)
A Color-Caused Optical Illusion on a Statistical Graph (1983) (77)
The Collected Works of John W. Tukey, Volume V, Graphics 1965-1985. (1989) (69)
Photochemical Air Pollution in the Northeast United States (1979) (65)
Visualizing Incomplete and Partially Ranked Data (2008) (63)
IP packet generation: statistical models for TCP start times based on connection-rate superposition (2000) (55)
Graphical Methods for Seasonal Adjustment (1982) (53)
Research in Statistical Graphics (1987) (52)
Calendar Effects in Monthly Time Series: Modeling and Adjustment (1982) (51)
Syndromic surveillance: STL for modeling, visualizing, and monitoring disease counts (2009) (50)
SABL: A Resistant Seasonal Adjustment Procedure with Graphical Methods for Interpretation and Diagnosis (1978) (50)
Ozone Concentrations in New Jersey and New York: Statistical Association with Related Variables (1974) (50)
Urban formaldehyde: Observed correlation with source emissions and photochemistry (1977) (49)
Internet Traffic Data (2000) (47)
Judgments of Circle Sizes on Statistical Maps (1982) (44)
The Estimation of Coherence, Frequency Response, and Envelope Delay (1975) (41)
Coplots, nonparametric regression, and conditionally parametric fits (1994) (40)
A Graphical Technique for Enhancing Scatterplots with Moving Statistics (1975) (37)
Weekday-weekend ozone concentrations in the northeast United States (1978) (36)
Graphics and Human Information Processing: A Review of Five Books@@@Semiology of Graphs.@@@Graphical Methods for Data Analysis.@@@Mapping Information.@@@Statistical Graphics.@@@The Visual Display of Quantitative Information. (1985) (35)
Comparing Data Distributions (2018) (35)
LAHVA: Linked Animal-Human Health Visual Analytics (2007) (33)
The Effect of Statistical Multiplexing on the Long-Range Dependence of Internet Packet Traffic (2001) (32)
Understanding syndromic hotspots - a visual analytics approach (2008) (29)
Human factors and behavioral science: Experiments on quantitative judgments of graphs and maps (1983) (29)
Automated Box-Cox Transformations for Improved Visual Encoding (2013) (28)
The effect of statistical multiplexing on Internet packet traffic (2001) (28)
Visualization Databases for the Analysis of Large Complex Datasets (2009) (28)
Computing environment for the statistical analysis of large and complex data (2010) (26)
Generating Synthetic Syndromic-Surveillance Data for Evaluating Visual-Analytics Techniques (2009) (26)
Statistical analysis and modeling of Internet VoIP traffic for network engineering (2010) (25)
Trelliscope: A system for detailed visualization in the deep analysis of large complex data (2013) (24)
Seasonal and calendar adjustment (1983) (23)
Solme Robust Statistical Procedures and Their Application To Air Pollution Data (1976) (21)
Projection with the wrong Inner Product and its Application to Regression with Correlated Errors and Linear Filtering of Time Series (1971) (21)
Fitting Time Series Models for Prediction (1971) (20)
Divide and recombine (D&R): Data science for large complex data (2014) (20)
Rejoinder: A Model for Studying Display Methods of Statistical Graphics (1993) (19)
Detection Uncertainty Matters for Understanding Atmospheric Rivers (2019) (19)
Companion Animals as Sentinels for Community Exposure to Industrial Chemicals: The Fairburn, GA, Propyl Mercaptan Case Study (2008) (18)
Transport of photochemical air pollution from Camden-Philadelphia urban complex (1975) (16)
Humility from a Philosophical Point of View (2016) (16)
Geographical properties of ozone concentrations in the northeastern United States (1977) (16)
Robust statistical methods and photochemical air pollution data. (1976) (16)
Random Location and Scale Effects: Model Building Methods for a General Class of Models (2000) (14)
ATS methods : nonparametric regression for non-Gaussian data (1993) (13)
Bandwidth Estimation for Best-Effort Internet Traffic (2004) (11)
The inverse autocorrelations of a time series (1970) (11)
Modeling Customer Survey Data (1999) (10)
Trellis display for modeling data from designed experiments (2011) (10)
Multifractal and Gaussian fractional sum-difference models for Internet traffic (2017) (9)
The Use of Numerical and Graphical Statistical Methods in the Analysis of Data on Learning to See Complex Random-Dot Stereograms (1978) (9)
Clustering by Identification with Special Application to Two-Way Tables of Counts (1975) (8)
A Tour of Trellis Graphics (1996) (7)
A measure of divergence among several populations (1974) (7)
The Element of Graphing Data. (1986) (5)
Regression analysis of time series data (1971) (5)
Learning from Data: Unifying Statistics and Computer Science (2005) (5)
[Dynamic Graphics for Data Analysis]: Rejoinder (1987) (4)
A Streaming Statistical Algorithm for Detection of SSH Keystroke Packets in TCP Connections (2011) (4)
Rejoinder to Discussion of Smoothing by Local Regression : Principles and Methods (4)
A Visual Analytics Approach to Understanding (2010) (4)
The S-Net System for Internet Packet Streams: Strategies for Stream Analysis and System Architecture (2003) (3)
Graphics, 1965-1985 (1988) (3)
Discussion of "Graphic Comparisons of Several Linked Aspects" by John W. Tukey (1993) (3)
Estimation of parameters in distributed lag econometric models (1971) (3)
Assessing Distributional Assumptions About Data (2018) (2)
The psychology of visualization (1993) (2)
Good Graphs for Better Business (1998) (2)
Discussion of Extreme Values from a Nonstationary Stochastic Process: Application to Air Quality Analysis (1980) (2)
Divide and recombine (D&R) data science projects for deep analysis of big data and high computational complexity (2018) (2)
In Search of the Optimal Atmospheric River Index for US Precipitation: A Multifactorial Analysis (2021) (2)
A Reader's Guide to Smoothing Scatterplots and Graphical Methods for Regression (1982) (1)
The defeat of heartbreak: problems and solutions for Stump's view of the problem of evil concerning desires of the heart (2014) (1)
Book-Review - the Elements of Graphing Data (1985) (1)
Statistical scalability and approximate inference in distributed computing environments (2021) (1)
The Distinctiveness of Intellectual Virtues: A Response to Roberts and Wood (2012) (1)
Portraying the Distribution of a Set of Data (2018) (1)
Divide and recombine (d&r) for the analysis of large and complex data sets with application to voip (2011) (1)
A Family of Summation Formulas (Grace Wahba) (1969) (1)
Plotting Multivariate Data (2018) (1)
The Many Faces of a Scafferplot (2016) (1)
Correlations perceived and measured. (1982) (1)
Internet traffic: visualization, discovery, and very large displays (2002) (1)
General Principles and Techniques (2018) (1)
Maximum Likelihood Estimation of Sum-Difference Time Series Models Using the EM algorithm (2002) (1)
The Virtual Presence of Acquired Virtues in the Christian (2019) (0)
Estimating Historical Heights: Comment (1982) (0)
Divide and recombine (D&R) data science projects for deep analysis of big data and high computational complexity (2018) (0)
Courageous activity and the virtue of courage. (2014) (0)
Tidal Water Power-Means of Obtaining a Constant Head of about Thirty-Eight Feet (0)
On the Analytic Power of Divide & Recombine (D&R) (2021) (0)
Internet Protocol (IP) Network Measurement, Characterization, Modeling, and Control for Self-Managed Networks (2005) (0)
Discussion of Extreme Values from a (1980) (0)
Response : Correlations Perceived and Measured (1982) (0)
Developing and Assessing Regression Models (2018) (0)
Divide and Recombine for Large Complex Data (2017) (0)
Regression Malysis of Tirf: Series Data I£gi6sion J1!' 4alysis of Tipe Series Data (2008) (0)
Forecasting Hotspots-A Predictive Visual Analytics Approach (2009) (0)
Studying Two-Dimensional Data (2018) (0)
Sensitivity Analysis of Seasonal Adjustments: Empirical Case Studies: Comment (1989) (0)
The ed Method for Nonparametric Density Estimation and Diagnostic Checking (2016) (0)
A Marriage of Faith and Reason: One Couple’s Journey to the Catholic Church (2019) (0)
Fitting Time Series Models for Prediction Fitting Time Series Models for Prediction (1970) (0)
Scalable k-d trees for distributed data (2022) (0)
Divide and Recombine for Large and Complex Data: Model Likelihood Functions Using MCMC and TRMM Big Data Analysis (2018) (0)
Clustering by Scenario with Special Application to Two-Way Tables of Counts. (1973) (0)
Interactive graphics system for multivariate data display (1991) (0)
The Emotions of Courageous Activity (2015) (0)
Graphical Perception andGraphical Methods forAnalyzing Scientific Data (2016) (0)
Divide & recombine for big data analysis for cybersecurity: application of dns blacklist query study (2014) (0)
In Search of The Optimal Atmospheric River Index for Precipitation: Big Data Analysis of Index Ensembles over the North American West Coast and US Midwest (2020) (0)
Clean claims. (2000) (0)
Do Everything for the Glory of God (2021) (0)
Aquinas and the Nicomachean Ethics , edited by Hoffman, Tobias, Jörn Müller, and Matthias Perkams (2017) (0)

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