Locally Weighted Regression: An Approach to Regression Analysis by Local Fitting

Keywords

Nonparametric regression, Univariate, Local regression, Smoothing, Mathematics

References

• On the Nonparametric Estimation of Regression FunctionsJacqueline Benedetti — 1977
• Improper Priors, Spline Smoothing and the Problem of Guarding Against Model Errors in RegressionGrace Wahba — 1978
• The advanced theory of statisticsG. S. Watson, M. G. Kendall, Alan Stuart — 1945
• Regression by local fitting: Methods, properties, and computational algorithmsWilliam S. Cleveland, Susan J. Devlin, Eric H. Grosse — 1988
• Ethanol Fuel-A Single-Cylinder Engine Study of Efficiency and Exhaust EmissionsNorman D. Brinkman — 1981
• Some Aspects of the Spline Smoothing Approach to Non‐Parametric Regression Curve FittingB. W. Silverman — 1985
• Spline Smoothing: The Equivalent Variable Kernel MethodBernard W. Silverman — 1984
• Regression DiagnosticsKenneth A. Bollen, Robert W. Jackman — 1985
• Statistical Methods in Research and ProductionR. Greensmith — 1973
• The Structure and Dynamics of Ringed Galaxies. III. Surface Photometry and Kinematics of the Ringed Nonbarred Spiral NGC 7531R. Buta — 1987
• Some diagnostics for binary logistic regression via smoothingEdward B. Fowlkes — 1987
• Regression with qualitative and quantitative variables: An alternating least squares method with optimal scaling featuresForrest W. Young, Jan de Leeuw, Yoshio Takane — 1976
• Robust Locally Weighted Regression and Smoothing ScatterplotsWilliam S. Cleveland — 1979
• Estimating Optimal Transformations for Multiple Regression and Correlation.Leo Breiman, Jerome H. Friedman — 1985
• Optimal Global Rates of Convergence for Nonparametric RegressionCharles J. Stone — 1982
• The Use of Partial Residual Plots in Regression AnalysisWayne A. Larsen, Susan J. McCleary — 1972
• Consistent Nonparametric RegressionCharles J. Stone — 1977
• [Generalized Additive Models]: RejoinderTrevor Hastie, Robert Tibshirani — 1986
• MEETING OF THE AMERICAN STATISTICAL ASSOCIATIONLouis I. Dublin — 1924
• Common structure of smoothing techniques in statisticsD. M. Titterington — 1985

Cited by

• Espacements bidimensionnels et données entachées d'erreurs dans l'analyse des processus ponctuels spatiauxLionel Cucala — 2006
• Des outils statistiques pour l'analyse des semis de points dans l'espace écologiqueClément Calenge — 2005
• Confidentialising Survival Analysis Output in a Remote Data Access SystemChristine M. O’Keefe, Ross Sparks, Damien McAullay — 2012
• ¿Está equitativamente repartida la contaminación sonora urbana? Una evaluación desde el principio de justicia ambiental en la ciudad de MadridAntonio Moreno Jiménez — 2007
• Multi-Scale Modeling of Antigen Presentation With Applications to Tuberculosis.Stewart T. Chang — 2007
• Vitamin D status and its seasonal variations and association with parathyroid hormone concentration in healthy women in Riga.Aivars Lejnieks, Anda Slaidina, Agnis Zvaigzne — 2013
• The contribution of genes, environment and of body mass to blood pressure variance in young adult malesDaniela Oliveira Grácio — 1999
• The Reconstruction of Facial Expressions in Embodied Systems New Approaches to an Old ProblemKarl Grammer, Elisabeth Oberzaucher — 2006
• Spatial analysis of disease.M.M. Fiks, I. P. Stakhanov — 2002
• Piecewise polynomial regression treesProbal Chaudhuri, Min-Ching Huang, Wei-Yi Loh — 1994
• Feedback Between Ecological Interaction and Spatial Pattern in a Transitional Michigan ForestDavid Allen — 2012
• Palaeobiogeography of Crossbills (Loxia spp.) and their Food PlantsPhyllida R. Holliday — 2012
• Construction of a cDNA Microarray Derived from the Ascidian Ciona intestinalisJean Bécarud — 2003
• Transcriptional repression by p53 promotes a Bcl-2-insensitive and mitochondria-independent pathway of apoptosis.Jesse M. Labello — 2004
• The impact of changes to heroin supply on blood-borne virus notifications and injecting related harms in New South Wales, AustraliaBienvenido Morros — 2005
• Variation in fiberoptic bead-based oligonucleotide microarrays: dispersion characteristics among hybridization and biological replicate samplesD D Nambudiri, Bomy Chummar, P M Sherief — 2006
• Population Pharmacokinetics of Rifampin in Pulmonary Tuberculosis Patients, Including a Semimechanistic Model To Describe Variable AbsorptionKarena Tyan, Professors Hal Abelson, Mike Fischer — 2008
• Child survival gains in Tanzania: analysis of data from demographic and health surveys.Osvaldo Cazanga Moncada — 2008
• A New Collaborative Tool for Visually Understanding National Health IndicatorsSonghua Xu, Brian Jewell, Chad A. Steed — 2012
• Analyzing ChIP-seq data: preprocessing, normalization, differential identification, and binding pattern characterization.Cenny Taslim, Kun Huang, Tim H.‐M. Huang — 2012

Related papers

• Handbook of Regression and Modeling: Applications for the Clinical and Pharmaceutical IndustriesDaryl S. Paulson — 2006
• Regression Modeling: Methods, Theory, and Computation with SASMichael J. Panik — 2009
• Regression Analysis for Social SciencesAlexander von Eye, Christof Schuster — 1998
• Flexible RegressionRoland T. Rust — 1988
• Nonparametric Regression Modeling Based on Spline Truncated Estimator on Simulation DataGhony N Nurhuda, Wasono Wasono, Darnah Andi Nohe — 2022
• A Novel S-Regression Model on an Auto PriceFadzilah Salim, Nur Azman Abu — 2018