Violin Plots: A Box Plot-Density Trace Synergism
1998/05/01 by Jerry L. Hintze, Ray D. Nelson · 64 citations
Mathematics · Computer Science · #Advanced Statistical Methods and Models #Statistical Methods and Inference #Bayesian Methods and Mixture Models
paper · doi:10.1080/00031305.1998.10480559
Abstract
Abstract Many modifications build on Tukey's original box plot. A proposed further adaptation, the violin plot, pools the best statistical features of alternative graphical representations of batches of data. It adds the information available from local density estimates to the basic summary statistics inherent in box plots. This marriage of summary statistics and density shape into a single plot provides a useful tool for data analysis and exploration.
Cited by
- Selecting the optimal artificial reefs to achieve fish habitat enhancement goals
- Crystal structure of the sodium–proton antiporter NhaA dimer and new mechanistic insights
- Best practices and tools in R and Python for statistical processing and visualization of lipidomics and metabolomics data
- Analysis of crystallographic phase retrieval using iterative projection algorithms
- Visual Analysis of Multi-Parameter Distributions across Ensembles
- Breaking ECDSA with Electromagnetic Side-Channel Attacks: Challenges and Practicality on Modern Smartphones
- Turkey Behavior Identification System with a GUI Using Deep Learning and Video Analytics
- Lactate: Brain Fuel in Human Traumatic Brain Injury: A Comparison with Normal Healthy Control Subjects
- Uncertainty as a Form of Transparency: Measuring, Communicating, and Using Uncertainty
- Perceptions and beliefs of recreational anglers about Murray Cod (Maccullochella peelii) fishing in Victoria, Australia: A path to enhancing education and outreach
- Nonprofit Collaboration and the Resurrection of Market Failure: How a Resource-Sharing Environment Can Suppress Social Objectives
- Low-temperature ALD of metallic cobalt using the CoCOhept precursor: Simulation-assisted process development for deposition on temperature sensitive 3D-structures
- Cluster analysis of tropical cyclone tracks in the Southern Hemisphere
- Letter-Value Plots: Boxplots for Large Data
- Time and Climate Change: U.S. Media Representations of Climate Actions, Horizons, and Events (2000 to 2021)
- Teru Teru Bōzu: Defensive Raincloud Plots
- Assessment of Aortic Aneurysm Rupture Risk
- Surrogate Models for Linear Response
- STDPG: A Spatio-Temporal Deterministic Policy Gradient Agent for Dynamic Routing in SDN
- The bixplot: A variation on the boxplot suited for bimodal data
- Active Authentication via Korean Keystrokes Under Varying LLM Assistance and Cognitive Contexts
- Slowing taxon cycle can explain biodiversity patterns on islands: Insights into the biogeography of the tropical South Pacific from molecular data
- Hi-Fi Multi-Speaker English TTS Dataset
- Expanding the Bounds of Seated Virtual Workspaces
- Topology reveals universal features for network comparison
- Carbohydrate NMR chemical shift prediction by GeqShift employing E(3) equivariant graph neural networks
- The Landscape of College-Level Data Visualization Courses, and the Benefits of Incorporating Statistical Thinking
- SaTSeaD: Satellite Triangulated Sea Depth Open-Source Bathymetry Module for NASA Ames Stereo Pipeline
- Cascading Behavior in Yelp Reviews
- When Code Crosses Borders: A Security-Centric Study of LLM-based Code Translation
- MVRS: The Multimodal Virtual Reality Stimuli-based Emotion Recognition Dataset
- Parkinson's Disease Diagnosis Using Deep Learning
- How to analyse percentile impact data meaningfully in bibliometrics: The statistical analysis of distributions, percentile rank classes and top-cited papers
- A General Approach to Visualizing Uncertainty in Statistical Graphics
- RMCMC: A System for Updating Bayesian Models
- Show or Suppress? Managing Input Uncertainty in Machine Learning Model Explanations
- Pinpointing the Memory Behaviors of DNN Training
- ANDRUSPEX : Leveraging Graph Representation Learning to Predict Harmful App Installations on Mobile Devices
- Can Visualization Alleviate Dichotomous Thinking? Effects of Visual Representations on the Cliff Effect
- Release the BEESTS: Bayesian Estimation of Ex-Gaussian STop-Signal reaction time distributions. [europepmc]
- Slow-Onset Inhibition of Mycobacterium tuberculosis InhA: Revealing Molecular Determinants of Residence Time by MD Simulations. [europepmc]
- Path Similarity Analysis: A Method for Quantifying Macromolecular Pathways. [europepmc]
- Hypothetical Outcome Plots Outperform Error Bars and Violin Plots for Inferences about Reliability of Variable Ordering. [europepmc]
- Remotely Sensed High-Resolution Global Cloud Dynamics for Predicting Ecosystem and Biodiversity Distributions. [europepmc]
- Analysis of Network Clustering Algorithms and Cluster Quality Metrics at Scale. [europepmc]
- A Reassessment of the Impact of European Contact on the Structure of Native American Genetic Diversity. [europepmc]
- Development and Validation of a UAV Based System for Air Pollution Measurements. [europepmc]
- Raincloud plots: a multi-platform tool for robust data visualization. [europepmc]
- A Simplified Crossing Fiber Model in Diffusion Weighted Imaging. [europepmc]
- The Medial Olivocochlear Reflex Is Unlikely to Play a Role in Listening Difficulties in Children. [europepmc]
- Coexisting EGFR and TP53 Mutations in Lung Adenocarcinoma Patients Are Associated With COMP and ITGB8 Upregulation and Poor Prognosis. [europepmc]
- Anatomical brain structures normalization for deep brain stimulation in movement disorders. [europepmc]
- Novel Computational Approach to Predict Off-Target Interactions for Small Molecules. [europepmc]
- "It Won't Happen to Us": Unrealistic Optimism Affects COVID-19 Risk Assessments and Attitudes Regarding Protective Behaviour. [europepmc]
- Effects of the Kampo medicine Yokukansan for perioperative anxiety and postoperative pain in women undergoing breast surgery: A randomized, controlled trial. [europepmc]
- Good scientific practice in EEG and MEG research: Progress and perspectives. [europepmc]
- Video-Observed Therapy With a Notification System for Improving the Monitoring of Tuberculosis Treatment in Thailand: Usability Study. [europepmc]
- The R Language: An Engine for Bioinformatics and Data Science. [europepmc]
- Nonlinear impact of COVID-19 on pollutions - Evidence from Wuhan, New York, Milan, Madrid, Bandra, London, Tokyo and Mexico City. [europepmc]
- Adipose cells and tissues soften with lipid accumulation while in diabetes adipose tissue stiffens. [europepmc]
- The health impact of long COVID: a cross-sectional examination of health-related quality of life, disability, and health status among individuals with self-reported post-acute sequelae of SARS CoV-2 infection at various points of recovery. [europepmc]
- Soluble TNFR1 has greater reproducibility than IL-6 for the assessment of chronic inflammation in older adults: the case for a new inflammatory marker in aging. [europepmc]
- Voice signals database of ALS patients with different dysarthria severity and healthy controls. [europepmc]
- Machine learning analysis of a large set of homopolymers to predict glass transition temperatures. [europepmc]
Related