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Visualizing statistical models: Removing the blindfold

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

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LISP‐STAT: An Object‐Oriented Environment for Statistical Computing and Dynamic Graphics
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Regression Graphics
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Modern Applied Statistics with S
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Interactive and Dynamic Graphics for Data Analysis
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Descriptive Statistics for Nonparametric Models I. Introduction
inferredcites →https://doi.org/10.1007/978-1-4614-1412-4_43openalex-snapshot
Descriptive Statistics for Nonparametric Models II. Location
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Descriptive Statistics for Nonparametric Models IV. Spread
inferredcites →https://doi.org/10.1007/978-3-540-33037-0_13openalex-snapshot
Grand Tours, Projection Pursuit Guided Tours, and Manual Controls
inferredcites →https://doi.org/10.1007/978-3-642-56927-2openalex-snapshot
Self-Organizing Maps
inferredcites →https://doi.org/10.1007/978-3-642-57489-4_43openalex-snapshot
Different Ways to See a Tree - KLIMT
inferredcites →https://doi.org/10.1007/978-3-662-05802-2openalex-snapshot
Applied Multivariate Statistical Analysis
inferredcites →https://doi.org/10.1007/bf00994018openalex-snapshot
Support-Vector Networks
inferredcites →https://doi.org/10.1007/s001840000043openalex-snapshot
Interactive visualization of hierarchical clusters using MDS and MST
inferredcites →https://doi.org/10.1016/s0167-9473(02)00286-4openalex-snapshot
GGobi: evolving from XGobi into an extensible framework for interactive data visualization
inferredcites →https://doi.org/10.1016/s0167-9473(02)00292-xopenalex-snapshot
Parallel coordinates for exploratory modelling analysis
inferredcites →https://doi.org/10.1016/s0169-7161(04)24014-7openalex-snapshot
Computational Methods for High-Dimensional Rotations in Data Visualization
inferredcites →https://doi.org/10.1016/s0169-7161(05)80151-8openalex-snapshot
27 Multivariate statistical visualization
inferredcites →https://doi.org/10.1017/cbo9780511790942openalex-snapshot
Data Analysis Using Regression and Multilevel/Hierarchical Models
inferredcites →https://doi.org/10.1023/a:1010933404324openalex-snapshot
Random Forests
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Population Marginal Means in the Linear Model: An Alternative to Least Squares Means
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Icicle Plots: Better Displays for Hierarchical Clustering
inferredcites →https://doi.org/10.1080/00401706.1999.10485937openalex-snapshot
Regression Graphics: Ideas for Studying Regressions Through Graphics
inferredcites →https://doi.org/10.1080/10618600.1995.10474674openalex-snapshot
Grand Tour and Projection Pursuit
inferredcites →https://doi.org/10.1080/10618600.1996.10474696openalex-snapshot
Interactive High-Dimensional Data Visualization
inferredcites →https://doi.org/10.1080/10618600.1996.10474701openalex-snapshot
The Visual Design and Control of Trellis Display
inferredcites →https://doi.org/10.1109/infovis.2005.14openalex-snapshot
Graph-Theoretic Scagnostics
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Graph-theoretic scagnostics
inferredcites →https://doi.org/10.1109/t-c.1974.224051openalex-snapshot
A Projection Pursuit Algorithm for Exploratory Data Analysis
inferredcites →https://doi.org/10.1109/tvcg.2011.185openalex-snapshot
D³ Data-Driven Documents
inferredcites →https://doi.org/10.1111/j.1469-1809.1936.tb02137.xopenalex-snapshot
THE USE OF MULTIPLE MEASUREMENTS IN TAXONOMIC PROBLEMS
inferredcites →https://doi.org/10.1126/science.220.4598.671openalex-snapshot
Optimization by Simulated Annealing
inferredcites →https://doi.org/10.1177/1536867x0200200405openalex-snapshot
The Clustergram: A Graph for Visualizing Hierarchical and Nonhierarchical Cluster Analyses
inferredcites →https://doi.org/10.1198/004017005000000319openalex-snapshot
Tuning Variable Selection Procedures by Adding Noise
inferredcites →https://doi.org/10.1198/106186008x318440openalex-snapshot
Data Visualization With Multidimensional Scaling
inferredcites →https://doi.org/10.1201/9781420010404openalex-snapshot
Generalized Additive Models
inferredcites →https://doi.org/10.1214/aos/1176343239openalex-snapshot
Descriptive Statistics for Nonparametric Models I. Introduction
inferredcites →https://doi.org/10.1214/aos/1176343240openalex-snapshot
Descriptive Statistics for Nonparametric Models II. Location
inferredcites →https://doi.org/10.1214/aos/1176349519openalex-snapshot
Projection Pursuit
inferredcites →https://doi.org/10.18637/jss.v021.i05openalex-snapshot
Self- and Super-organizing Maps in R : The kohonen Package
inferredcites →https://doi.org/10.18637/jss.v070.i02openalex-snapshot
GMCM: Unsupervised Clustering and Meta-Analysis Using Gaussian Mixture Copula Models
inferredcites →https://doi.org/10.2307/2286880openalex-snapshot
Clustering Algorithms.
inferredcites →https://doi.org/10.2307/2530946openalex-snapshot
Classification and Regression Trees.
inferredcites →https://doi.org/10.2307/2532174openalex-snapshot
Generalized Additive Models.
inferredcites →https://doi.org/10.32614/cran.package.ggvisopenalex-snapshot
ggvis: Interactive Grammar of Graphics
inferredcites →https://doi.org/10.5281/zenodo.13513846openalex-snapshot
Interactive and dynamic graphics for data analysis: with R and GGobi

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Visual diagnostics of an explainer model: Tools for the assessment of LIME explanations
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The state‐of‐the‐art on tours for dynamic visualization of high‐dimensional data
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Modelling for Visualisation
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Datenvisualisierung für Exploration und Inferenz
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Interactive graphics for visually diagnosing forest classifiers in R
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Exploring local explanations of nonlinear models using animated linear projections
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Robustness of individual and marginal model-based estimates: A sensitivity analysis of flexible parametric models
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The Challenge of Retaining Gamblers in Treatment: Comparing Cognitive Motivational Behavior Therapy and CBT
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Antagonistic potential of endophytic fungal isolates of tomato (Solanum lycopersicum L.) fruits against post-harvest disease-causing pathogens of tomatoes: An in vitro investigation
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Movement of lithics by trampling: An experiment in the Madjedbebe sediments, northern Australia
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Visual Model Fit Estimation in Scatterplots and Distribution of Attention
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REPPlab: An R package for detecting clusters and outliers using exploratory projection pursuit
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A Slice Tour for Finding Hollowness in High-Dimensional Data
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Hole or Grain? A Section Pursuit Index for Finding Hidden Structure in Multiple Dimensions
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New and Simplified Manual Controls for Projection and Slice Tours, With Application to Exploring Classification Boundaries in High Dimensions
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Performance Is Not Enough: The Story Told by a Rashomon Quartet
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ASAS-NANP SYMPOSIUM: prospects for interactive and dynamic graphics in the era of data-rich animal science1
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Interactive Visualization for Statistical Modelling through a Shiny App in R
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TreePOD: Sensitivity-Aware Selection of Pareto-Optimal Decision Trees
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Visual Model Fit Estimation in Scatterplots: Influence of Amount and Decentering of Noise
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Lollipops Help Align Visual and Statistical Fit Estimates in Scatterplots With Nonlinear Models
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Data Visualization and Statistical Graphics in Big Data Analysis
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The Foundation is Available for Thinking about Data Visualization Inferentially
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Conditional Visualization for Statistical Models: An Introduction to the condvis Package in R
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Yellowbrick: Visualizing the Scikit-Learn Model Selection Process
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Exploratory analysis of high-dimensional data with visual tools
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Tools for Analyzing R Code the Tidy Way
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nlmeVPC: Visual Model Diagnosis for the Nonlinear Mixed Effect Model
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Statistics and data science unlock the predictive power of quantitative genetics
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Virtual Gene Concept and a Corresponding Pragmatic Research Program in Genetical Data Science
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Epiphytic Bacteria from Sweet Pepper Antagonistic In Vitro to Ralstonia solanacearum BD 261, a Causative Agent of Bacterial Wilt
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REPPlab: An R package for detecting clusters and outliers using exploratory projection pursuit
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S2CE: A Hybrid Cloud and Edge Orchestrator for Mining Exascale Distributed Streams
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