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A visual analytics approach to high-dimensional logistic regression modeling and its application to an environmental health study
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What this work says
Outgoing claims: the papers this work cites, builds on, or argues with.
inferredcites →https://doi.org/10.1007/978-3-540-76516-5_4openalex-snapshot
Multiple Regression Analysis
inferredcites →https://doi.org/10.1007/978-3-662-05802-2openalex-snapshot
Applied Multivariate Statistical Analysis
inferredcites →https://doi.org/10.1007/bf01898350openalex-snapshot
The plane with parallel coordinates
inferredcites →https://doi.org/10.1016/j.scitotenv.2009.05.014openalex-snapshot
An emission-weighted proximity model for air pollution exposure assessment
inferredcites →https://doi.org/10.1017/cbo9780511814839.008openalex-snapshot
Multiple regression analysis
inferredcites →https://doi.org/10.1080/00949657508810123openalex-snapshot
Printer graphics for clustering
inferredcites →https://doi.org/10.1093/aje/155.2.176openalex-snapshot
Causal Knowledge as a Prerequisite for Confounding Evaluation: An Application to Birth Defects Epidemiology
inferredcites →https://doi.org/10.1093/biomet/42.1-2.205openalex-snapshot
THE THEORY OF CORRELATION BETWEEN TWO CONTINUOUS VARIABLES WHEN ONE IS DICHOTOMIZED
inferredcites →https://doi.org/10.1109/2945.841121openalex-snapshot
Designing pixel-oriented visualization techniques: theory and applications
inferredcites →https://doi.org/10.1109/hicss.2011.339openalex-snapshot
Pair Analytics: Capturing Reasoning Processes in Collaborative Visual Analytics
inferredcites →https://doi.org/10.1109/infvis.2004.3openalex-snapshot
A Rank-by-Feature Framework for Unsupervised Multidimensional Data Exploration Using Low Dimensional Projections
inferredcites →https://doi.org/10.1109/tvcg.2007.1010openalex-snapshot
Value and Relation Display: Interactive Visual Exploration of Large Data Sets with Hundreds of Dimensions
inferredcites →https://doi.org/10.1109/tvcg.2013.125openalex-snapshot
A Partition-Based Framework for Building and Validating Regression Models
inferredcites →https://doi.org/10.1109/tvcg.2013.222openalex-snapshot
Visual Analytics for Model Selection in Time Series Analysis
inferredcites →https://doi.org/10.1109/tvcg.2014.2346482openalex-snapshot
INFUSE: Interactive Feature Selection for Predictive Modeling of High Dimensional Data
inferredcites →https://doi.org/10.1109/vast.2009.5332586openalex-snapshot
Guided analysis of hurricane trends using statistical processes integrated with interactive parallel coordinates
inferredcites →https://doi.org/10.1109/vast.2010.5652392openalex-snapshot
DimStiller: Workflows for dimensional analysis and reduction
inferredcites →https://doi.org/10.1109/vast.2011.6102448openalex-snapshot
Guiding feature subset selection with an interactive visualization
inferredcites →https://doi.org/10.1111/j.1467-9868.2005.00503.xopenalex-snapshot
Regularization and Variable Selection Via the Elastic Net
inferredcites →https://doi.org/10.1111/j.2517-6161.1996.tb02080.xopenalex-snapshot
Regression Shrinkage and Selection Via the Lasso
inferredcites →https://doi.org/10.1137/1037125openalex-snapshot
Historical Development of the Newton–Raphson Method
inferredcites →https://doi.org/10.1177/1473871611416549openalex-snapshot
Visual comparison for information visualization
inferredcites →https://doi.org/10.1177/1473871612460526openalex-snapshot
Quality-based guidance for exploratory dimensionality reduction
inferredcites →https://doi.org/10.1186/1476-069x-13-96openalex-snapshot
Maternal residential proximity to chlorinated solvent emissions and birth defects in offspring: a case–control study
inferredcites →https://doi.org/10.1186/1751-0473-3-17openalex-snapshot
Purposeful selection of variables in logistic regression
inferredcites →https://doi.org/10.1542/peds.113.s3.957openalex-snapshot
Environmental Causes of Human Congenital Malformations: The Pediatrician’s Role in Dealing With These Complex Clinical Problems Caused by a Multiplicity of Environmental and Genetic Factors
inferredcites →https://doi.org/10.1542/peds.87.3.390openalex-snapshot
VACTERL Association With High Prenatal Lead Exposure: Similarities to Animal Models of Lead Teratogenicity
inferredcites →https://doi.org/10.18637/jss.v033.i01openalex-snapshot
Regularization Paths for Generalized Linear Models via Coordinate Descent
inferredcites →https://doi.org/10.2307/2333437openalex-snapshot
The Theory of Correlation Between Two Continuous Variables when One is Dichotomized
inferredcites →https://doi.org/10.2307/2347628openalex-snapshot
Ridge Estimators in Logistic Regression
inferredcites →https://doi.org/10.2307/2531616openalex-snapshot
Applied Multivariate Statistical Analysis.
inferredcites →https://doi.org/10.32614/r.manualsopenalex-snapshot
R: A Language and Environment for Statistical Computing
What points at this work
Incoming claims: where this work appears in other papers’ reference lists and arguments.
inferred← citeshttps://doi.org/10.1007/s12650-018-0531-1openalex-snapshot
Recent research advances on interactive machine learning
inferred← citeshttps://doi.org/10.1007/s41095-020-0191-7openalex-snapshot
A survey of visual analytics techniques for machine learning
inferred← citeshttps://doi.org/10.1016/j.visinf.2019.03.006openalex-snapshot
An association rule based approach to reducing visual clutter in parallel sets
inferred← citeshttps://doi.org/10.1109/access.2018.2851790openalex-snapshot
E-Learning: Challenges and Research Opportunities Using Machine Learning & Data Analytics
inferred← citeshttps://doi.org/10.1109/tvcg.2018.2865043openalex-snapshot
RegressionExplorer: Interactive Exploration of Logistic Regression Models with Subgroup Analysis
inferred← citeshttps://doi.org/10.1109/tvcg.2020.3030420openalex-snapshot
Visual Neural Decomposition to Explain Multivariate Data Sets
inferred← citeshttps://doi.org/10.1109/tvcg.2024.3357065openalex-snapshot
Visual Analytics for Machine Learning: A Data Perspective Survey
inferred← citeshttps://doi.org/10.1111/cgf.13210openalex-snapshot
The State‐of‐the‐Art in Predictive Visual Analytics
inferred← citeshttps://doi.org/10.1111/cgf.14034openalex-snapshot
The State of the Art in Enhancing Trust in Machine Learning Models with the Use of Visualizations
inferred← citeshttps://doi.org/10.1145/3334480.3382803openalex-snapshot
ClusterLens: A Focus+Context Approach to Multi-Resolution Spatial Clustering
inferred← citeshttps://doi.org/10.11606/t.55.2020.tde-31082020-175620openalex-snapshot
Novel visual approaches for attribute analysis, selection, and prediction
inferred← citeshttps://doi.org/10.1177/1473871620908034openalex-snapshot
Interactive visual analytics tool for multidimensional quantitative and categorical data analysis
inferred← citeshttps://doi.org/10.21203/rs.3.rs-3986636/v1openalex-snapshot
Advancing Carbapenem-Resistant K. pneumoniae Risk Factor and Prognosis Analysis: A Comparative Study of Machine Learning Techniques Over Traditional Statistical Method
inferred← citeshttps://doi.org/10.3390/a13110302openalex-snapshot
Graphs from Features: Tree-Based Graph Layout for Feature Analysis
inferred← citeshttps://doi.org/10.34218/ijcet.10.2.2019.014openalex-snapshot
AN APPROACH FOR PREDICATION OF COMPLICATIONS WOMEN FIGHTS DURING MATERNAL PERIOD
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