VIF Regression: A Fast Regression Algorithm for Large Data

No abstract is available for this paper.

• Publication year

  2009

• Venue

  2009 Ninth IEEE International Conference on Data Mining

• Publication date

  2009-12-06

• Fields of study

  Mathematics, Computer Science

• Identifiers
  DOI 10.1198/jasa.2011.tm10113
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Orthogonal Matching Pursuit for Sparse Signal Recovery With Noise

  2011cited by this paper
• Regularization Paths for Generalized Linear Models via Coordinate Descent.

  2010cited by this paper
• 双対平坦空間におけるLeast Angle Regressionと情報量規準

  2009influential reference
• Forward Regression for Ultra-High Dimensional Variable Screening

  2009cited by this paper
• Adaptive Forward-Backward Greedy Algorithm for Sparse Learning with Linear Models

  2008influential reference
• α‐investing: a procedure for sequential control of expected false discoveries

  2008influential reference
• Bayesian Forecasting of an Inhomogeneous Poisson Process With Applications to Call Center Data

  2007cited by this paper
• Streamwise Feature Selection

  2006influential reference
• Statistical Analysis of a Telephone Call Center

  2005cited by this paper
• The Dantzig selector: Statistical estimation when P is much larger than n

  2005influential reference
• Persistence in high-dimensional linear predictor selection and the virtue of overparametrization

  2004cited by this paper
• Discussion of "Least Angle Regression" by Efron, Hastie, Johnstone and Tibshirani

  2004cited by this paper
• [Least Angle Regression]: Discussion

  2004influential reference
• Greed is good: algorithmic results for sparse approximation

  2004cited by this paper
• An Introduction to Variable and Feature Selection

  2003cited by this paper
• An introduction to variable and feature selection

  2003cited by this paper
• A direct approach to false discovery rates

  2002cited by this paper
• Variable Selection in Data Mining

  2001influential reference
• The Elements of Statistical Learning: Data Mining, Inference, and Prediction

  2001cited by this paper
• Empirical Bayes Analysis of a Microarray Experiment

  2001cited by this paper
• Indicator and stratification methods for missing explanatory variables in multiple linear regression

  1996cited by this paper
• Regression Shrinkage and Selection via the Lasso

  1996cited by this paper
• Controlling the false discovery rate: a practical and powerful approach to multiple testing

  1995cited by this paper
• Sparse Approximate Solutions to Linear Systems

  1995cited by this paper
• Subset Selection in Regression

  1991influential reference
• How Many Variables Should Be Entered in a Regression Equation

  1983cited by this paper
• An approximation to the distribution of the sample correlation coefficient

  1978cited by this paper

• Prediction of Current and Future Distributions of Chalcophora detrita (Coleoptera: Buprestidae) Under Climate Change Scenarios

  2025cites this paper
• Space oddity: absence of prezygotic-premating barriers between Eurydema Lundbladi and Eurydema Ornata in a contact zone on the Canary Islands

  2025cites this paper
• Identifying factors influencing housing safety in post-earthquake reconstruction by households in Nepal

  2025cites this paper
• Spatio-temporal patterns in the plain tiger butterfly in the western Mediterranean region, with special reference to the Iberian Peninsula

  2025cites this paper
• Interpretable XGBoost-Based Dynamic Control for Slurry Temperature Regulation in Hydrometallurgy

  2025cites this paper
• Stepwise regression revisited

  2025cites this paper
• Modeling seasonal water status and predicting yield in almond orchards using UAV multi-sensor and meteorological data

  2025cites this paper
• Working conditions associated with return to work 2 years after breast cancer: insights from a cohort study

  2025cites this paper
• Improve the Efficiency of Resource Allocation in Healthcare Management Using Decision Support System

  2025cites this paper
• Display consistency in swallow-tailed manakins: group size effects and implications for female choice

  2025cites this paper
• In Pursuit of Predictive Models of Human Preferences Toward AI Teammates

  2025cites this paper
• Robust variable selection in multiple functional linear models via group VIF regression

  2025influential citation
• Behavioral, Ecological, and Morphological Data Suggest a Close Relationship Between the Ant Colobopsis truncata and the Gall Wasp Aphelonyx cerricola.

  2025cites this paper
• Earnings forecasting and mean–variance efficient portfolios in the United States

  2025cites this paper
• Robust Variance Inflation Factor: A Promising Approach for Collinearity Diagnostics in the Presence of Outliers

  2024cites this paper
• The urban island: climatic suitability of Linepithema humile (Hymenoptera: Formicidae) and the role of cities in the invasion of the Western Palearctic

  2024cites this paper
• Forest above-ground biomass estimation based on strongly collinear variables derived from airborne laser scanning data

  2024cites this paper
• Singing in the rain! Climate constraints on the occurrence of indri's song

  2024cites this paper
• DETERMINANTS OF EXPORT ENTREPRENEURSHIP DEVELOPMENT: A COMPREHENSIVE ANALYSIS OF THEIR HETEROGENEOUS IMPACT

  2024cites this paper
• Distribution widening of a ground-nesting social bee across Europe favored by climate change and urban setting

  2024cites this paper
• Comparison of Feature Selection Methods—Modelling COPD Outcomes

  2024cites this paper
• Long-term vegetation trends and driving factors of NDVI change on the slopes of Mount Kilimanjaro

  2024cites this paper
• Mapping an endangered living fossil's distribution, threats, and protection coverage

  2024cites this paper
• Animal‐mediated seed dispersal and the demo‐genetic configuration across plant colonization gradients

  2024cites this paper
• Enhancing landslide susceptibility mapping incorporating landslide typology via stacking ensemble machine learning in Three Gorges Reservoir, China

  2024cites this paper
• Application of machine learning algorithms to evaluate the influence of various parameters on the flexural strength of ultra-high-performance concrete

  2023cites this paper
• On the Variability of Statistical Models

  2023cites this paper
• Spatially and temporally explicit environmental drivers of fawn recruitment in a native ungulate

  2023cites this paper
• Factors affecting the profitability of banks - Evidence from Serbia's banking sector

  2023cites this paper
• Tree Canopy Enhances Collembola Functional Richness and Diversity Across Typical Habitats of the Gorongosa National Park (Mozambique)

  2023cites this paper
• Examining Spatial Inequalities in Public Green Space Accessibility: A Focus on Disadvantaged Groups in England

  2023cites this paper
• Influential factors of tuberculosis in mainland China based on MGWR model

  2023cites this paper
• Market Value and R&D: an analysis of companies listed on B3

  2023influential citation
• Drastic reduction of the population distribution of White Storks predicted in absence of landfills

  2023cites this paper
• Analyzing the Relationship between Green Finance and Agricultural Industrial Upgrading: A Panel Data Study of 31 Provinces in China

  2023cites this paper
• Generalized Low-Rank Update: Model Parameter Bounds for Low-Rank Training Data Modifications

  2023cites this paper
• Quantitative magnetic resonance imaging reflects different levels of histologically determined myelin densities in multiple sclerosis, including remyelination in inactive multiple sclerosis lesions

  2023cites this paper
• Quantitative MRI and histopathology detect remyelination in inactive multiple sclerosis lesions

  2022cites this paper
• Data-driven prediction of added-wave resistance on ships in oblique waves—A comparison between tree-based ensemble methods and artificial neural networks

  2022cites this paper
• Factors controlling the temporal variability of streamflow transit times in tropical alpine catchments

  2022cites this paper
• The Paths of the Galls: Differences in the Ecology and Distribution of Two European Oak Gall Wasps Andricus dentimitratus and Andricus pictus

  2022influential citation
• Hurricane‐associated population decrease in a critically endangered long‐lived reptile

  2022influential citation
• Aridity could have driven the local extinction of a common and multivoltine butterfly

  2022cites this paper
• Convex support vector regression

  2022cites this paper
• Drivers of individual‐based, antagonistic interaction networks during plant range expansion

  2022cites this paper
• Environmental descriptors and reproductive modes drive multiple facets of tadpole diversity in subtropical temporary ponds

  2022cites this paper
• Fast feature selection via streamwise procedure for massive data

  2022cites this paper
• Phyllodes and bipinnate leaves of Acacia exhibit contemporary continental-scale environmental correlation and evolutionary transition-rate heterogeneity

  2021influential citation
• Real-time sufficient dimension reduction through principal least squares support vector machines

  2021cites this paper
• Fast stepwise regression based on multidimensional indexes

  2021cites this paper
• Urban areas are favouring the spread of an alien mud-dauber wasp into climatically non-optimal latitudes

  2021cites this paper
• A novel group VIF regression for group variable selection with application to multiple change-point detection

  2021influential citation
• Machine learning techniques for breast cancer diagnosis and treatment: a narrative review

  2021cites this paper
• IT-Enabled Sustainable Innovation and the Global Digital Divides

  2021cites this paper
• Digital mapping of soil classes using spatial extrapolation with imbalanced data

  2021cites this paper
• Study of Multi-Class Classification Algorithms’ Performance on Highly Imbalanced Network Intrusion Datasets

  2021cites this paper
• The Variability of Model Specification

  2021cites this paper
• Variable selection for Naïve Bayes classification

  2021cites this paper
• Individual‐based plant–pollinator networks are structured by phenotypic and microsite plant traits

  2021cites this paper
• VIF-Regression Screening Ultrahigh Dimensional Feature Space

  2021influential citation
• Protected area networks do not represent unseen biodiversity

  2021cites this paper
• Investigating people’s perceptions of alien parakeets in urban environments

  2021cites this paper
• Ecological niche modelling of species of the rose gall wasp Diplolepis (Hymenoptera: Cynipidae) on the Iberian Peninsula

  2021cites this paper
• Exploring spatially varying relationships between Lyme disease and land cover with geographically weighted regression

  2021cites this paper
• Climate and ice in the last glacial maximum explain patterns of isolation by distance inferred for alpine grasshoppers

  2021influential citation
• Comparing six shrinkage estimators with large sample theory and asymptotically optimal prediction intervals

  2020cites this paper
• Skin microbiome correlates with bioclimate and Batrachochytrium dendrobatidis infection intensity in Brazil’s Atlantic Forest treefrogs

  2020cites this paper
• Turnover or intraspecific trait variation: explaining functional variability in a neotropical anuran metacommunity

  2020cites this paper
• A further analysis of robust regression modeling and data mining corrections testing in global stocks

  2020cites this paper
• Utilizing bycatch camera-trap data for broad-scale occupancy and conservation: a case study of the brown hyaena Parahyaena brunnea

  2020cites this paper
• Prediction of VO2max based on a 3-kilometer running test for water sports athletes.

  2020cites this paper
• Living in a changing world: effects of roads and Pinus monocultures on an anuran metacommunity in southern Brazil

  2020cites this paper
• Multi-Aged Forest Fragments in Atlantic France that are Surrounded by Meadows Retain a Richer Epiphyte Lichen Flora

  2020cites this paper
• Phenotypic and microsite plant individual variation determine the pollination network structure and its functional consequences

  2020cites this paper
• Efficient data processing method for edge intelligence based on SVM

  2020cites this paper
• Correlation-centred variable selection of a gene expression signature to predict breast cancer metastasis

  2020cites this paper
• Knowledge Discovery from Big Text Data

  2020cites this paper
• Comparing six shrinkage estimators with large sample theory and asymptotically optimal prediction intervals

  2020cites this paper
• A Comparison of Aquatic Macroinvertebrate and Large Branchiopod Community Composition between Temporary Pans of a Conservation Area and Surrounding Communal Area in South Africa

  2020cites this paper
• The algebra and machine representation of statistical models

  2020cites this paper
• What and When Local Predictors Drive Tadpole Diversity in Subtropical Temporary Ponds?

  2020cites this paper
• Diferencias generacionales en el trabajo en España. Una revisión

  2019cites this paper
• A robust sparse linear approach for contaminated data

  2019influential citation
• Multivariate statistical assessment of ambient air pollution in two coalfields having different coal transportation strategy: A comparative study in Eastern India

  2019cites this paper
• Purple Passion Fruit, Passiflora edulis Sims f. edulis, Variability for Photosynthetic and Physiological Adaptation in Contrasting Environments

  2019cites this paper
• Selection of Important Features for Optimizing Crop Yield Prediction

  2019cites this paper
• Inferring fine-scale spatial structure of the brown bear (Ursus arctos) population in the Carpathians prior to infrastructure development

  2019cites this paper
• Built Environment Factors Affecting Bike Sharing Ridership: Data-Driven Approach for Multiple Cities

  2019cites this paper
• The Identification and Analysis of mRNA–lncRNA–miRNA Cliques From the Integrative Network of Ovarian Cancer

  2019cites this paper
• Spatial variance of spring phenology in temperate deciduous forests is constrained by background climatic conditions

  2019cites this paper
• The diet of the Eleonora’s falcon (Falco eleonorae) in the Aegean archipelago (Greece)

  2019cites this paper
• Increased diversification rates are coupled with higher rates of climate space exploration in Australian Acacia (Mimosoideae).

  2019cites this paper
• Generational differences in work in Spain. A review

  2019cites this paper
• Valuing walkability: New evidence from computer vision methods

  2019cites this paper
• Influence of Performance Expectancy, Experience and Perceived Risk on the Usage of Cryptocurrency Investments

  2019cites this paper
• Enterprise Estimation of Broadband Performance

  2019cites this paper
• Job satisfaction among senior managers and employees

  2018cites this paper
• The determinants of adopting organic farming practices: a case study in the Czech Republic

  2018cites this paper
• Work and family as factors determining Individual Subjective Well-Being in Spain

  2018cites this paper
• Teaching machines to understand data science code by semantic enrichment of dataflow graphs

  2018cites this paper