Dianne Cook
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Australian statistician
Dianne Cook 's AcademicInfluence.com Rankings
Dianne Cook mathematics Degrees
Mathematics
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Statistics
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Mathematics
Dianne Cook 's Degrees
- PhD Statistics University of Wollongong
- Bachelors Mathematics University of Wollongong
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Why Is Dianne Cook Influential?
(Suggest an Edit or Addition)According to Wikipedia, Dianne Helen Cook is an Australian statistician, the editor of the Journal of Computational and Graphical Statistics, and an expert on the visualization of high-dimensional data. She is Professor of Business Analytics in the Department of Econometrics and Business Statistics at Monash University and professor emeritus of statistics at Iowa State University. The emeritus status was chosen so that she could continue to supervise graduate students at Iowa State after moving to Australia.
Dianne Cook '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
- Interactive High-Dimensional Data Visualization (1996) (423)
- XGobi: Interactive Dynamic Data Visualization in the X Window System (1998) (309)
- GGobi: evolving from XGobi into an extensible framework for interactive data visualization (2003) (263)
- Grand tour and projection pursuit (1995) (252)
- ggbio: an R package for extending the grammar of graphics for genomic data (2012) (250)
- Interactive and Dynamic Graphics for Data Analysis - With R and GGobi (2007) (208)
- Statistical inference for exploratory data analysis and model diagnostics (2009) (130)
- Projection Pursuit Indexes Based on Orthonormal Function Expansions (1993) (125)
- Graphical inference for infovis (2010) (108)
- BarleyBase—an expression profiling database for plant genomics (2004) (102)
- The Generalized Pairs Plot (2013) (99)
- Projection Pursuit for Exploratory Supervised Classification (2005) (93)
- The benefits of statistical visualization in an immersive environment (1999) (92)
- Tourr: An R package for exploring multivariate data with projections (2011) (74)
- Dynamic graphics in a GIS: more examples using linked software (1997) (73)
- Population structure and linkage disequilibrium in oat (Avena sativa L.): implications for genome-wide association studies (2011) (73)
- MetNet: Software to Build and Model the Biogenetic Lattice of Arabidopsis (2003) (72)
- Manual Controls for High-Dimensional Data Projections (1997) (71)
- Identification of candidate genes involved in early iron deficiency chlorosis signaling in soybean (Glycine max) roots and leaves (2014) (64)
- Using Graphics and Simulation to Teach Statistical Concepts (1996) (59)
- Gaining insights into support vector machine pattern classifiers using projection-based tour methods (2001) (58)
- Dynamic graphics in a GIS: exploring and analyzing multivariate spatial data using linked software (1996) (57)
- XGobi vs the C2: Results of an experiment comparing data visualization in a 3-D immersive virtual reality environment with a 2-D workstation display (1999) (53)
- Validation of Visual Statistical Inference, Applied to Linear Models (2013) (52)
- Computational Methods for High-Dimensional Rotations in Data Visualization (2005) (51)
- Orca: A Visualization Toolkit for High-Dimensional Data (2000) (50)
- plyranges: a grammar of genomic data transformation (2018) (49)
- Visualizing statistical models: Removing the blindfold (2015) (45)
- Graphical Tests for Power Comparison of Competing Designs (2012) (42)
- Dynamic Graphics in a GIS: A Bidirectional Link between ArcView 2.0 and XGobi (1998) (39)
- Glyph‐maps for visually exploring temporal patterns in climate data and models (2012) (39)
- Interactive and Dynamic Graphics for Data Analysis: A Case Study On Quasar Data (2003) (37)
- Replication protein A subunit 3 and the iron efficiency response in soybean. (2014) (36)
- Grand Tours, Projection Pursuit Guided Tours, and Manual Controls (2008) (34)
- Interactive visualization of hierarchical clusters using MDS and MST (2000) (33)
- Expanding Tidy Data Principles to Facilitate Missing Data Exploration, Visualization and Assessment of Imputations (2018) (33)
- Visual Data Mining In Atmospheric Science Data (2000) (32)
- Visual Methods for Examining SVM Classifiers (2008) (26)
- Model Choice and Diagnostics for Linear Mixed-Effects Models Using Statistics on Street Corners (2015) (26)
- Visually Exploring Missing Values in Multivariable Data Using a Graphical User Interface (2015) (26)
- Linking ArcView™ and XGobi: Insight behind the Front End (2000) (25)
- A projection pursuit index for large p small n data (2010) (25)
- METNET: SYSTEMS BIOLOGY TOOLS FOR ARABIDOPSIS (2007) (24)
- Visualization of Stable Manifolds and Multidimensional Surfaces in the Analysis of Power System Dynamics (2000) (24)
- Spatial CDF estimation and visualization with applications to forest health monitoring (1997) (24)
- The plumbing of interactive graphics (2009) (23)
- Transcriptomic responses to diet quality and viral infection in Apis mellifera (2019) (21)
- A New Tidy Data Structure to Support Exploration and Modeling of Temporal Data (2019) (21)
- Exploring Environmental Data in a Highly Immersive Virtual Reality Environment (1998) (20)
- Some Dynamic Graphics for Spatial Data (with Multiple Attributes) in a GIS (1994) (20)
- An algorithm for deciding the number of clusters and validation using simulated data with application to exploring crop population structure (2013) (18)
- Using visual statistical inference to better understand random class separations in high dimension, low sample size data (2015) (18)
- Data Visualization and Statistical Graphics in Big Data Analysis (2016) (18)
- PPtree: Projection pursuit classification tree (2013) (17)
- Dynamical projections for the visualization of PDFSense data (2018) (16)
- Towards simple, easy-to-understand, yet accurate classifiers (2003) (16)
- Dynamic graphics in a GIS: a link between ARC/ INFO(Tm) and XGobi (1994) (16)
- exploRase: Exploratory Data Analysis of Systems Biology Data (2006) (14)
- Phase II Study of Bortezomib in Waldenstrom’s Macroglobulinemia: Results of WMCTG Trial 03-248. (2005) (13)
- GIS, spatial statistical graphics, and forest health (1996) (13)
- tourrGui: A gWidgets GUI for the tour to explore high-dimensional data using low-dimensional projections (2012) (13)
- Gradient-based habitat affinities predict species vulnerability to drought. (2013) (12)
- Exploring Gene Expression Data, Using Plots (2021) (12)
- Extending the GGobi pipeline from R (2009) (11)
- The 2011 data Expo of the American Statistical Association (2014) (11)
- Massive data sets: problems and possibilities with application to environmental modeling (1996) (11)
- Data Confidentiality (2009) (11)
- Xgobi: A Dynamic Graphics Program Implemented in X With a Link to S (1992) (10)
- Visual Mining Methods for RNA-Seq Data: Data Structure, Dispersion Estimation and Significance Testing (2013) (10)
- Mind Reading: Using an Eye-Tracker to See How People are Looking at Lineups (2013) (10)
- Linking ArcView 3 . 0 TM and XGobi : Insight Behind the Front End (1998) (10)
- PKgraph: An R package for graphically diagnosing population pharmacokinetic models (2011) (10)
- The linked ArcView 2.1 and XGobi environment—GIS, dynamic statistical graphics, and spatial data (1996) (10)
- A Slice Tour for Finding Hollowness in High-Dimensional Data (2019) (10)
- A Projection Pursuit Method on the multidimensional squared Contingency Table (2003) (9)
- The 2011 data Expo of the American Statistical Association (2014) (9)
- Visualizing membership in multiple clusters after fuzzy c-means clustering (2001) (9)
- Software Integration for Multivariate Exploratory Spatial Data Analysis (2002) (9)
- Visualization methods for differential expression analysis (2019) (9)
- Hole or Grain? A Section Pursuit Index for Finding Hidden Structure in Multiple Dimensions (2020) (8)
- A Projection Pursuit Forest Algorithm for Supervised Classification (2018) (8)
- Data Structures, Summaries, and Visualisations for Missing Data [R package naniar version 0.6.0] (2020) (8)
- Linking ArcView™ and XGobi: Insight behind the Front End@@@Linking ArcView trademark and XGobi: Insight behind the Front End (2000) (8)
- Calendar-Based Graphics for Visualizing People’s Daily Schedules (2018) (8)
- Direction and Motion Control in the Ground Tour (1992) (7)
- Calibrate Your Eyes to Recognize High-Dimensional Shapes from Their Low-Dimensional Projections (1997) (7)
- Exploration of Satellite Images in the Dynamically Linked ArcView/XGobi/XploRe Environment (1998) (7)
- Visualization for Classification Problems , with Examples Using Support Vector Machines (2002) (7)
- The ArcView/XGobi/XploRe Environment: Technical Details and Applications for Spatial Data Analysis (1997) (7)
- explorase: Multivariate Exploratory Analysis and Visualization for Systems Biology (2008) (7)
- Examining Short-Term Responses to a Long-Term Problem: RNA-Seq Analyses of Iron Deficiency Chlorosis Tolerant Soybean (2020) (7)
- Dynamic Graphics in a GIS : A Bidirectional Link between ArcView 2 . 1 (1996) (7)
- GGobi: XGobi Redesigned and Extended (2006) (6)
- Theory of Dynamic Projections in High-Dimensional Data Visualization (2004) (6)
- NanoMethViz: An R/Bioconductor package for visualizing long-read methylation data (2021) (6)
- The 2013 Data Expo of the American Statistical Association (2019) (6)
- Burning Sage: Reversing the Curse of Dimensionality in the Visualization of High-Dimensional Data (2020) (6)
- Editorial: Publishing Animations, 3D Visualizations, and Movies in JCGS (2010) (6)
- Visual Methods for Examining Support Vector Machine Results, with Applications to Gene Expression Data Analysis (2005) (6)
- Glaciers melt as mountains warm: a graphical case study (2010) (6)
- Testing Statistical Charts: What Makes a Good Graph? (2020) (6)
- Enabling Interactivity on Displays of Multivariate Time Series and Longitudinal Data (2014) (5)
- Let Graphics Tell the Story - Datasets in R (2013) (5)
- A Study on Student Performance, Engagement, and Experience With Kaggle InClass data Challenges (2021) (5)
- spinifex: An R Package for Creating a Manual Tour of Low-dimensional Projections of Multivariate Data (2020) (5)
- GENEGOBI : VISUAL DATA ANALYSIS AID TOOLS FOR MICROARRAY DATA (2004) (5)
- Incorporating Exploratory Methods using Dynamic Graphics into Multivariate Statistics Classes: Curriculum Development (2009) (5)
- Casting Multiple Shadows: High-Dimensional Interactive Data Visualisation with Tours and Embeddings. (2020) (5)
- R Graphics, 2nd Edition (2011) (5)
- Using tours to visually investigate properties of new projection pursuit indexes with application to problems in physics (2019) (4)
- Densityplot Matrix Display for Large Distributed Data (2003) (4)
- Delayed, Canceled, on Time, Boarding… Flying in the USA (2011) (4)
- Utilizing Distance Metrics on Lineups to Examine What People Read From Data Plots (2014) (4)
- ASAS-NANP SYMPOSIUM: prospects for interactive and dynamic graphics in the era of data-rich animal science1 (2021) (4)
- Human Factors Influencing Visual Statistical Inference (2014) (4)
- Where ’ s Waldo : Looking closely at a Lineup (2012) (4)
- Escape from Boxland (2016) (4)
- On the Edge: Statistics & Computing (2001) (3)
- Kernel-based Projection Pursuit Indices in XGobi (1995) (3)
- Interactive graphics for visually diagnosing forest classifiers in R (2017) (3)
- Binning of kernel-based projection pursuit indices in XGobi (1997) (3)
- 2005-026 Projection Pursuit for Exploratory Supervised Classification (2005) (3)
- Visual Methods for Data from Two Factor Single-Replicate Gene Expression Studies (2003) (3)
- bigPint: A Bioconductor visualization package that makes big data pint-sized (2020) (3)
- Visiphilia: The Gender Gap in Math is Not Universal (2014) (2)
- Exploring associations among mid-Atlantic stream indicators using dynamic multivariate graphics and geographic mapping in a highly immersive virtual reality environment (1997) (2)
- The Foundation is Available for Thinking about Data Visualization Inferentially (2021) (2)
- Data Manipulation Language (2009) (2)
- Visual Statistical Inference for Regression Parameters (2010) (2)
- Dynamic Graphics (2009) (2)
- Measuring Lineup Difficulty By Matching Distance Metrics With Subject Choices in Crowd-Sourced Data (2018) (2)
- Visual Diagnostics for Constrained Optimisation with Application to Guided Tours (2021) (2)
- Dynamic Linking Of ArcView, XGobi and XploRe for Multivariate Spatial Data: Linked Brushing for Points, Polygons, and Lines (2)
- Spatial modelling of the two‐party preferred vote in Australian federal elections: 2001–2016 (2020) (2)
- Database Protection (2009) (2)
- Visualising high-dimensional data in time and space: ideas from the Orca project (2002) (2)
- Visualizing Probability Distributions Across Bivariate Cyclic Temporal Granularities (2020) (2)
- Can You Buy a President? Politics After the Tillman Act (2014) (2)
- ggenealogy: An R Package for Visualizing Genealogical Data (2019) (2)
- Document Identifier (2020) (1)
- Explore Probability Distributions for Bivariate Temporal Granularities [R package gravitas version 0.1.3] (2020) (1)
- Limn Matrix: A Tool for Visualizing Large, Distributed, High-Dimension Data Sets (2005) (1)
- Tools for Graphical Inference [R package nullabor version 0.3.9] (2020) (1)
- GGobi: A data visualization system (2011) (1)
- Dynamic and interactive graphical methods for animal breeding. (2006) (1)
- Interactive graphics, graphical user interfaces and software interfaces for the analysis of biological experimental data and networks (2008) (1)
- Validation of Visual Statistical Inference , with Application to Linear Models (2012) (1)
- Comments on The Future of Statistical Computing (2008) (1)
- Tidy Temporal Data Frames and Tools [R package tsibble version 0.9.3] (2020) (1)
- Statistical significance calculations for scenarios in visual inference (2021) (1)
- Graphical Methods for Exploratory Multivariate Longitudinal Data Analysis (2004) (1)
- Revealing High-Frequency Trading Provision of Liquidity with Visualization (2019) (1)
- Authors' response to discussants (2015) (1)
- HIV Dynamics Impacting the Efficacy of HIV/AIDS Treatments (2013) (1)
- KICKING AND SCREAMING ABOUT STATISTICS: HOW SOCCER DATA CAN POTENTIALLY ALLEVIATE STATISTICAL ANXIETY (2013) (1)
- Engineering Graphics and Design with Computer Applications (1985) (1)
- Escape from Boxland Generating a Library of High-Dimensional Geometric Shapes (2017) (1)
- Visually Monitoring the 2008 Election (2010) (1)
- MissingDataGUI : (2016) (1)
- In tennis, do smashes win matches? (2013) (1)
- Comment by Cook (2008) (1)
- New and simplified manual controls for projection and slice tours, with application to exploring classification boundaries in high dimensions (2022) (1)
- plyranges: a grammar of genomic data transformation (2019) (1)
- Identification of candidate genes involved in early iron deficiency chlorosis signaling in soybean (Glycine max) roots and leaves (2014) (1)
- ggbio: an R package for extending the grammar of graphics for genomic data (2012) (1)
- Case Study : Wages Dianne Cook Iowa (2010) (0)
- R Graphics (2007) (0)
- Transcriptomic responses to diet quality and viral infection in Apis mellifera (2019) (0)
- Challenges for Cluster Analysis in a Virtual Observatory - Commentary (2003) (0)
- Visualization and case reduction in multivariate data clustering (2000) (0)
- Visiphilia: Can Nick Kyrgios Be a Tennis Champion? (2014) (0)
- Exploring Election and Census Highly Informative Data Nationally for Australia [R package eechidna version 1.4.0] (2019) (0)
- R Graphics, Paul Murrel (2007) (0)
- qtpaintgui() - An integration of Command Line and Graphical User Interface (2010) (0)
- Interactive Graphics for Tsibble Objects [R package tsibbletalk version 0.1.0] (2020) (0)
- Spatial CDF Estimation and Visualization with Applications toForest Health (1995) (0)
- Using Multimedia Animation with Real-time Graphic Overlays for Visualizing a Million Cases of Multivariate Data (2002) (0)
- Wrangling multivariate spatio-temporal data with the R package cubble (2022) (0)
- Instance Selection for Model-based Classifiers Table of Contents (0)
- Monitoring the 2008 Election Visually (2010) (0)
- The Future of Statistical Computing. Comment. (2008) (0)
- 2 XGobi and its Links 2 . 1 Overview of XGobi (2007) (0)
- Comment (2008) (0)
- Manual Tours, Manual Control of Dynamic Projections of Numeric Multivariate Data [R package spinifex version 0.2.7] (2020) (0)
- Tips for Presenting Your Work (2011) (0)
- Exploring Local Explanations of Nonlinear Models Using Animated Linear Projections (2022) (0)
- brolgar: An R package to BRowse Over Longitudinal Data Graphically and Analytically in R (2020) (0)
- Conversations in Time: Interactive Visualization to Explore Structured Temporal Data (2021) (0)
- Supporting Graphs for Analysing Time Series [R package sugrrants version 0.2.8] (2020) (0)
- On the move at DinoFun world (2015) (0)
- Four Papers on Contemporary Software Design Strategies for Statistical Methodologists (2014) (0)
- Casting multiple shadows: interactive data visualisation with tours and embeddings (2022) (0)
- An Interface to the DescribeDisplay GGobi Plugin (2016) (0)
- Finding Interesting Genes Using Reliability in Various Gene Expression Models (2011) (0)
- Visualization methods for differential expression analysis (2019) (0)
- PREDICTION OF THE SCDF FOR TREE CROWN HEALTH (1998) (0)
- Using tours to visually investigate properties of new projection pursuit indexes with application to problems in physics (2020) (0)
- COENONYMPHA HAYDENII RESPONDS TO DROUGHT (2013) (0)
- The R Journal: Editorial (2021) (0)
- Data Types for Moving Objects (2009) (0)
- Distance-Preserving Mapping (2009) (0)
- Tour Methods for Multivariate Data Visualisation [R package tourr version 0.6.0] (2020) (0)
- Digital Surface Model (2009) (0)
- Dirichlet Tessellation (2009) (0)
- Data Tracking (2009) (0)
- Degrees of Consistency (2009) (0)
- Visiphilia: A Graphical Expedition into a Statistics Gradebook (2014) (0)
- Visualizing communication patterns at DinoFun World (2015) (0)
- Data Cache (2009) (0)
- A Journey from Wild to Textbook Data to Reproducibly Refresh the Wages Data from the National Longitudinal Survey of Youth Database (2022) (0)
- Data Errors (2022) (0)
- Dynamical projections for the visualization of PDFSense data (2018) (0)
- Connecting R with D3 for dynamic graphics, to explore multivariate data with tours (2019) (0)
- Data Perturbation (2009) (0)
- A Study on a User-Controlled Radial Tour for Variable Importance in High-Dimensional Data (2022) (0)
- Browse Over Longitudinal Data Graphically and Analytically in R [R package brolgar version 0.1.0] (2020) (0)
- Using visual statistical inference to better understand random class separations in high dimension, low sample size data (2014) (0)
- A Mixture Model of Bayesian Networks by Kyongryun Lee A thesis submitted to the graduate faculty in partial fulfillment of the requirements for the degree of MASTER OF SCIENCE Major: Computer Science Program of Study Committee: Dimitris Margaritis, Major Professor (0)
- Mapping cancer: the potential of cartograms and alternative map displays (2020) (0)
- Decentralized Data Integration System (2009) (0)
- A Review of the State-of-the-Art on Tours for Dynamic Visualization of High-dimensional Data (2021) (0)
- Detecting distributional differences between temporal granularities for exploratory time series analysis (2021) (0)
- The twentieth-century computer graphics revolution in statistics (2016) (0)
- Index Support for Visualizing Large, Distributed, High-Dimension Data Sets (2005) (0)
- Better Diagnostics for Linear Mixed-Effects Models Using Visual Inference (2015) (0)
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Dianne Cook is affiliated with the following schools:
