摘要
Previous article Next article On Estimating RegressionE. A. NadarayaE. A. Nadarayahttps://doi.org/10.1137/1109020PDFBibTexSections ToolsAdd to favoritesExport CitationTrack CitationsEmail SectionsAboutAbstractA study is made of certain properties of an approximation to the regression line on the basis of sampling data when the sample size increases unboundedly.[1] Emanuel Parzen, On estimation of a probability density function and mode, Ann. Math. Statist., 33 (1962), 1065–1076 MR0143282 0116.11302 CrossrefGoogle Scholar Previous article Next article FiguresRelatedReferencesCited byDetails Targeted cross-validationBernoulli, Vol. 29, No. 1 Cross Ref Recursive kernel regression estimation under α – mixing data18 March 2021 | Communications in Statistics - Theory and Methods, Vol. 51, No. 24 Cross Ref Green innovation and income inequality: A complex system analysisStructural Change and Economic Dynamics, Vol. 63 Cross Ref Inferring differential subcellular localisation in comparative spatial proteomics using BANDLE10 October 2022 | Nature Communications, Vol. 13, No. 1 Cross Ref Plant health index as an anomaly detection tool for oil refinery processes25 August 2022 | Scientific Reports, Vol. 12, No. 1 Cross Ref Evaluation of nine statistics to identify QTLs in bulk segregant analysis using next generation sequencing approaches6 July 2022 | BMC Genomics, Vol. 23, No. 1 Cross Ref The impact of referral letter quality on timely access to specialised mental health care: a quantitative study of the reliability of patient triage2 June 2022 | BMC Health Services Research, Vol. 22, No. 1 Cross Ref Conditional Kaplan–Meier Estimator with Functional Covariates for Time-to-Event Data10 November 2022 | Stats, Vol. 5, No. 4 Cross Ref Non parametric covariance model with circular condition and its application16 March 2021 | Communications in Statistics - Theory and Methods, Vol. 51, No. 22 Cross Ref Nonparametric kernel estimation of the probability of cure in a mixture cure model when the cure status is partially observed1 August 2022 | Statistical Methods in Medical Research, Vol. 31, No. 11 Cross Ref Prediction of leptospirosis outbreaks by hydroclimatic covariates: a comparative study of statistical models28 October 2022 | International Journal of Biometeorology, Vol. 1 Cross Ref Trend-following with better adaptation to large downside risks18 October 2022 | PLOS ONE, Vol. 17, No. 10 Cross Ref Protein Redesign and Engineering Using Machine Learning7 October 2022 Cross Ref Optimal One-Pass Nonparametric Estimation Under Memory Constraint10 October 2022 | Journal of the American Statistical Association, Vol. 6 Cross Ref Comparison of Bayesian nonparametric density estimation methods24 December 2020 | Communications in Statistics - Theory and Methods, Vol. 51, No. 19 Cross Ref Isolation Kernel Estimators1 October 2022 | Knowledge and Information Systems, Vol. 20 Cross Ref Outcome regression-based estimation of conditional average treatment effect29 April 2022 | Annals of the Institute of Statistical Mathematics, Vol. 74, No. 5 Cross Ref Attention-based random forest and contamination modelNeural Networks, Vol. 154 Cross Ref Modeling the Level of Drinking Water Clarity in Surabaya City Drinking Water Regional Company Using Combined Estimation of Multivariable Fourier Series and Kernel21 October 2022 | Sustainability, Vol. 14, No. 20 Cross Ref Augmented weighting estimators for the additive rates model under multivariate recurrent event data with missing event type28 June 2022 | Statistics in Medicine, Vol. 41, No. 22 Cross Ref Policy Optimization Using Semiparametric Models for Dynamic Pricing27 September 2022 | Journal of the American Statistical Association Cross Ref Constraining RV variation using highly reddened Type Ia supernovae from the Pantheon+ sample6 September 2022 | Monthly Notices of the Royal Astronomical Society, Vol. 516, No. 4 Cross Ref Models under which random forests perform badly; consequences for applications24 January 2022 | Computational Statistics, Vol. 37, No. 4 Cross Ref Bootstrap robust prescriptive analytics25 June 2021 | Mathematical Programming, Vol. 195, No. 1-2 Cross Ref Kernel density estimation for undirected dyadic dataJournal of Econometrics, Vol. 58 Cross Ref Fréchet kernel sliced inverse regressionJournal of Multivariate Analysis, Vol. 191 Cross Ref Nonparametric estimation in an illness‐death model with component‐wise censoring18 May 2021 | Biometrics, Vol. 78, No. 3 Cross Ref Statistical Methods to Improve the Quality of Real-Time Drilling Data2 March 2022 | Journal of Energy Resources Technology, Vol. 144, No. 9 Cross Ref The Power and Limits of Predictive Approaches to Observational Data-Driven Optimization: The Case of Pricing22 August 2022 | INFORMS Journal on Optimization, Vol. 65 Cross Ref On the robust regression for a censored response data in the single functional index model2 November 2020 | Communications in Statistics - Theory and Methods, Vol. 51, No. 15 Cross Ref Attention-like feature explanation for tabular data2 August 2022 | International Journal of Data Science and Analytics, Vol. 9 Cross Ref Multi-attention multiple instance learning20 April 2022 | Neural Computing and Applications, Vol. 34, No. 16 Cross Ref Functional gradient descent for n-tuple regressionNeurocomputing, Vol. 500 Cross Ref Harmonized-Multinational qEEG norms (HarMNqEEG)NeuroImage, Vol. 256 Cross Ref Mixture of Linear Models Co-supervised by Deep Neural Networks1 August 2022 | Journal of Computational and Graphical Statistics Cross Ref Unfolding of crumpled thin sheets22 August 2022 | Physical Review E, Vol. 106, No. 2 Cross Ref Design a Multifunctional Soft Tactile Sensor Enhanced by Machine Learning Approaches10 June 2022 | Journal of Dynamic Systems, Measurement, and Control, Vol. 144, No. 8 Cross Ref Distribution dynamics: a spatial perspective21 July 2022 | Spatial Economic Analysis, Vol. 70 Cross Ref Multimodel Errors and Emergence Times in Climate Attribution StudiesJournal of Climate, Vol. 35, No. 14 Cross Ref Outlier detection in non-parametric profile monitoring10 June 2022 | Statistics, Vol. 56, No. 4 Cross Ref Robust ptychographic X-ray speckle tracking with multilayer Laue lenses29 June 2022 | Optics Express, Vol. 30, No. 14 Cross Ref Nonparametric inference for diffusion processes in systems with smooth evolutionPhysica A: Statistical Mechanics and its Applications, Vol. 598 Cross Ref Improved state augmentation method for buffeting analysis of structures subjected to non-stationary windProbabilistic Engineering Mechanics, Vol. 69 Cross Ref Change-point detection for the link function in a single-index modelStatistics & Probability Letters, Vol. 186 Cross Ref Principled Machine LearningIEEE Journal of Selected Topics in Quantum Electronics, Vol. 28, No. 4 Cross Ref An integrative model for neural dynamics of feature selection in visual object processing: An explorative study6 February 2022 | Psychophysiology, Vol. 59, No. 7 Cross Ref PNGSeqR: An R Package for Rapid Candidate Gene Selection through Pooled Next-Generation Sequencing11 July 2022 | Plants, Vol. 11, No. 14 Cross Ref Time-varying dynamic network model for dynamic resting state functional connectivity in fMRI and MEG imagingNeuroImage, Vol. 254 Cross Ref Improved nonparametric penalized maximum likelihood estimation for arbitrarily censored survival data24 June 2022 | Statistics in Medicine, Vol. 39 Cross Ref Wealth inequality, intergenerational transfers, and family background30 October 2021 | Oxford Economic Papers, Vol. 74, No. 3 Cross Ref Urban Vehicle Localization in Public LoRaWan NetworkIEEE Internet of Things Journal, Vol. 9, No. 12 Cross Ref Drive Mode Control with a Catalyst Temperature Model for Fuel and Emissions Reduction in Plug-in Hybrid Electric Vehicles Cross Ref Multi‐scale affinities with missing data: Estimation and applications5 November 2021 | Statistical Analysis and Data Mining: The ASA Data Science Journal, Vol. 15, No. 3 Cross Ref Hybrid semiparametric Bayesian networks13 June 2022 | TEST, Vol. 31, No. 2 Cross Ref A Malaria Parasite Cross Reveals Genetic Determinants of Plasmodium falciparum Growth in Different Culture Media30 May 2022 | Frontiers in Cellular and Infection Microbiology, Vol. 12 Cross Ref Empirical likelihood inference in autoregressive models with time-varying variances22 April 2021 | Statistical Theory and Related Fields, Vol. 6, No. 2 Cross Ref Improving Inference for Spatial Signals by Contextual False Discovery Rates Cross Ref A robust estimation method for the linear regression model parameters with correlated error terms and outliers4 February 2021 | Journal of Applied Statistics, Vol. 49, No. 7 Cross Ref Machine Learning Methods Applied to the Global Modeling of Event-Driven Pitch Angle Diffusion Coefficients During High Speed Streams5 May 2022 | Frontiers in Physics, Vol. 10 Cross Ref Localized mixture models for prediction with application17 June 2020 | Communications in Statistics - Theory and Methods, Vol. 51, No. 9 Cross Ref Concentration inequalities for cross-validation in scattered data approximationJournal of Approximation Theory, Vol. 277 Cross Ref Nonparametric recursive method for moment generating function kernel-type estimatorsStatistics & Probability Letters, Vol. 184 Cross Ref How Much Did Internet Use Promote Grain Production?—Evidence from a Survey of 1242 Farmers in 13 Provinces in China11 May 2022 | Foods, Vol. 11, No. 10 Cross Ref AGBoost: Attention-based Modification of Gradient Boosting Machine Cross Ref A fast parameter estimator for large complex networks10 June 2022 | Journal of Complex Networks, Vol. 10, No. 3 Cross Ref Nonparametric multiplicative distortion measurement errors models with bias reduction11 April 2022 | Communications in Statistics - Simulation and Computation, Vol. 26 Cross Ref Robust estimation in partially linear regression models with monotonicity constraints19 November 2019 | Communications in Statistics - Simulation and Computation, Vol. 51, No. 4 Cross Ref Estimation of conditional distribution functions from data with additional errors applied to shape optimization17 July 2021 | Metrika, Vol. 85, No. 3 Cross Ref Local linear estimation of the regression function for twice censored data12 July 2021 | Statistical Papers, Vol. 63, No. 2 Cross Ref A Comparison Between Machine Learning and Functional Geostatistics Approaches for Data-Driven Analyses of Sediment Transport in a Pre-Alpine Stream16 March 2022 | Mathematical Geosciences, Vol. 54, No. 3 Cross Ref Sequential Bayesian bandwidth selection for multivariate kernel regression with applicationsEconomic Modelling, Vol. 53 Cross Ref Optimizing bulk segregant analysis of drug resistance using Plasmodium falciparum genetic crosses conducted in humanized miceiScience, Vol. 25, No. 4 Cross Ref A novel Bayesian framework to address unknown heteroscedasticity for the linear regression model7 March 2022 | Communications in Statistics - Simulation and Computation, Vol. 2 Cross Ref Modal linear regression models with additive distortion measurement errors19 September 2021 | Journal of Statistical Computation and Simulation, Vol. 92, No. 4 Cross Ref Data sharpening method in regression confidence band14 May 2020 | Communications in Statistics - Theory and Methods, Vol. 51, No. 5 Cross Ref Bakshi, Kapadia, and Madan (2003) risk‐neutral moment estimators: An affine jump‐diffusion approach14 October 2021 | Journal of Futures Markets, Vol. 42, No. 3 Cross Ref Investigation of a digitizer for the plastic scintillation detectors of time-of-flight mass measurementsNuclear Instruments and Methods in Physics Research Section A: Accelerators, Spectrometers, Detectors and Associated Equipment, Vol. 1027 Cross Ref Nonparametric extreme conditional expectile estimation11 December 2020 | Scandinavian Journal of Statistics, Vol. 49, No. 1 Cross Ref Nonparametric Regression Analysis of Cyclist Waiting Times across Three Behavioral Typologies4 March 2022 | ISPRS International Journal of Geo-Information, Vol. 11, No. 3 Cross Ref Cryptocurrencies, Diversification and the COVID-19 Pandemic24 February 2022 | Journal of Risk and Financial Management, Vol. 15, No. 3 Cross Ref SuperMICE: An Ensemble Machine Learning Approach to Multiple Imputation by Chained Equations10 November 2021 | American Journal of Epidemiology, Vol. 191, No. 3 Cross Ref Statistical and economic performance of combination methods for forecasting crude oil price volatility17 February 2022 | Applied Economics, Vol. 8 Cross Ref Application of geometric morphometrics for facial congenital anomaly studies17 February 2022 | Congenital Anomalies, Vol. 11 Cross Ref Model Selection in High‐Dimensional Regression15 February 2022 Cross Ref Smooth Contextual Bandits: Bridging the Parametric and Nondifferentiable Regret Regimes7 February 2022 | Operations Research Cross Ref Kernel regression estimation for LTRC and associated data4 February 2022 | Communications in Statistics - Theory and Methods, Vol. 26 Cross Ref Price Benchmark Regulation of Multiproduct Firms: An Application to the Rail IndustryThe Journal of Law and Economics, Vol. 65, No. S1 Cross Ref Model Averaging Estimation for Varying-Coefficient Single-Index Models5 April 2021 | Journal of Systems Science and Complexity, Vol. 35, No. 1 Cross Ref Weighted local polynomial estimations of a non-parametric function with censoring indicators missing at random and their applications19 May 2022 | Frontiers of Mathematics in China, Vol. 17, No. 1 Cross Ref Longitudinal Predictive Curves of Health Risk Factors for American Adolescent GirlsJournal of Adolescent Health, Vol. 70, No. 2 Cross Ref Modification of the adaptive Nadaraya-Watson kernel method for nonparametric regression (simulation study)10 August 2019 | Communications in Statistics - Simulation and Computation, Vol. 51, No. 2 Cross Ref On the Performance of Semi- and Nonparametric Item Response Functions in Computer Adaptive Tests18 May 2021 | Educational and Psychological Measurement, Vol. 82, No. 1 Cross Ref Conditioned Simulation of Ground-Motion Time Series at Uninstrumented Sites Using Gaussian Process Regression14 September 2021 | Bulletin of the Seismological Society of America, Vol. 112, No. 1 Cross Ref On bandwidth selection problems in nonparametric trend estimation under martingale difference errorsBernoulli, Vol. 28, No. 1 Cross Ref Local Linear Regression and the problem of dimensionality: a remedial strategy via a new locally adaptive bandwidths selector31 January 2022 | Journal of Applied Statistics, Vol. 7 Cross Ref Clusterwise elastic-net regression based on a combined information criterion15 January 2022 | Advances in Data Analysis and Classification, Vol. 132 Cross Ref Large‐Area Piezoresistive Tactile Sensor Developed by Training a Super‐Simple Single‐Layer Carbon Nanotube‐Dispersed Polydimethylsiloxane Pad15 October 2021 | Advanced Intelligent Systems, Vol. 4, No. 1 Cross Ref Option prices for risk‐neutral density estimation using nonparametric methods through big data and large‐scale problems20 August 2021 | Journal of Futures Markets, Vol. 42, No. 1 Cross Ref Data Science Context13 July 2021 Cross Ref 3D CNN Architectures and Attention Mechanisms for Deepfake Detection31 January 2022 Cross Ref Polymodel Theory: An Overview1 June 2022 Cross Ref Estimation Method: The Linear Non-Linear Mixed Model1 June 2022 Cross Ref AGS: Attribution Guided Sharpening as a Defense Against Adversarial Attacks7 April 2022 Cross Ref Self-attention for 2D Hand Pose Estimation15 June 2022 Cross Ref A Self-attention Model for High-Speed Railway Trains Key Equipment Long Sequence Time-Series Data Fault Warning Based on Data-Driven19 February 2022 Cross Ref Genomic Selection for Enhanced Stress Tolerance in Maize16 September 2022 Cross Ref Acta Mechanica, Vol. 233, No. 2 Cross Ref A nonparametric copula approach to conditional Value-at-RiskEconometrics and Statistics, Vol. 21 Cross Ref Margin-based approach for outlier detection of industrial design data using a modified general regression neural network9 February 2022 | Artificial Intelligence for Engineering Design, Analysis and Manufacturing, Vol. 36 Cross Ref Evaluating the impact of heat stress on milk quality in South Korea6 June 2022 | Animal Production Science, Vol. 62, No. 15 Cross Ref Risk-Aware Energy Management for Drive Mode Control in Plug-in Hybrid Electric VehiclesIEEE Access, Vol. 10 Cross Ref Some properties of cumulative extropy and its dynamic past versionFilomat, Vol. 36, No. 2 Cross Ref A method for determining groups in nonparametric regression curves: Application to prefrontal cortex neural activity analysisMathematical Biosciences and Engineering, Vol. 19, No. 7 Cross Ref Computed Tomography-Derived Skeletal Muscle Radiodensity Is an Early, Sensitive Marker of Age-Related Musculoskeletal Changes in Healthy AdultsEndocrinology and Metabolism, Vol. 36, No. 6 Cross Ref Kernel Averaging Estimators28 December 2021 | Journal of Business & Economic Statistics, Vol. 26 Cross Ref Increasing calling accuracy, coverage, and read-depth in sequence data by the use of haplotype blocks23 December 2021 | PLOS Genetics, Vol. 17, No. 12 Cross Ref Multi-resolution super learner for voxel-wise classification of prostate cancer using multi-parametric MRI17 December 2021 | Journal of Applied Statistics, Vol. 26 Cross Ref Robust minimum distance estimation of a linear regression model with correlated errors in the presence of outliers18 March 2020 | Communications in Statistics - Theory and Methods, Vol. 50, No. 23 Cross Ref New semiparametric regression method with applications in selection‐biased sampling and missing data problems20 May 2021 | Canadian Journal of Statistics, Vol. 49, No. 4 Cross Ref A well connected, locally-oriented and efficient multi-scale topology optimization (EMTO) strategy18 August 2021 | Structural and Multidisciplinary Optimization, Vol. 64, No. 6 Cross Ref Rates of Expansions for Functional Estimators18 November 2021 | Journal of Quantitative Economics, Vol. 19, No. S1 Cross Ref A 3D analysis of growth trajectory and integration during early human prenatal facial growth25 March 2021 | Scientific Reports, Vol. 11, No. 1 Cross Ref A machine-learning-based alloy design platform that enables both forward and inverse predictions for thermo-mechanically controlled processed (TMCP) steel alloys26 May 2021 | Scientific Reports, Vol. 11, No. 1 Cross Ref On the effectiveness of case management for people with disabilities21 May 2021 | Journal for Labour Market Research, Vol. 55, No. 1 Cross Ref Kernel method to estimate nonlinear structural equation models12 November 2021 | Quality & Quantity, Vol. 57 Cross Ref Nonlinear multiplicative distortion regression models with second-order estimation11 November 2021 | Communications in Statistics - Simulation and Computation, Vol. 26 Cross Ref Do economic variables forecast commodity futures volatility?29 July 2021 | Journal of Futures Markets, Vol. 41, No. 11 Cross Ref Stochastic Local Interaction Model: An Alternative to Kriging for Massive Datasets22 June 2021 | Mathematical Geosciences, Vol. 53, No. 8 Cross Ref Understanding the Impact of the Alphabetical Ordering of Names in User Interfaces25 September 2021 | SN Computer Science, Vol. 2, No. 6 Cross Ref Spatial financial contagion during the COVID-19 outbreak: Local correlation approachThe Journal of Economic Asymmetries, Vol. 24 Cross Ref Adversarial orthogonal regression: Two non-linear regressions for causal inferenceNeural Networks, Vol. 143 Cross Ref Some new findings on the survival Rényi entropy and application of COVID-19 dataResults in Physics, Vol. 27 Cross Ref Selection of Optimal Smoothing Parameters in Mixed Estimator of Kernel and Fourier Series in Semiparametric RegressionJournal of Physics: Conference Series, Vol. 2123, No. 1 Cross Ref Active Image Synthesis for Efficient LabelingIEEE Transactions on Pattern Analysis and Machine Intelligence, Vol. 43, No. 11 Cross Ref Universal sieve-based strategies for efficient estimation using machine learning toolsBernoulli, Vol. 27, No. 4 Cross Ref A Method to Automate the Prediction of Student Academic Performance from Early Stages of the Course22 October 2021 | Mathematics, Vol. 9, No. 21 Cross Ref Nonparametric Multivariate Density Estimation: Case Study of Cauchy Mixture Model26 October 2021 | Mathematics, Vol. 9, No. 21 Cross Ref An Attentive Survey of Attention ModelsACM Transactions on Intelligent Systems and Technology, Vol. 12, No. 5 Cross Ref Unfolding Beijing in a Hedonic Way28 October 2021 | Computational Economics, Vol. 11 Cross Ref Testing conditional moment restriction models using empirical likelihood18 October 2021 | The Econometrics Journal, Vol. 71 Cross Ref Nonparametric multidimensional fixed effects panel data models3 October 2021 | Econometric Reviews, Vol. 16 Cross Ref Symmetric smoothed bootstrap methods for ranked set samples29 August 2021 | Journal of Nonparametric Statistics, Vol. 33, No. 3-4 Cross Ref Flexible and Fast Spatial Return Level Estimation Via a Spatially Fused Penalty19 July 2021 | Journal of Computational and Graphical Statistics, Vol. 30, No. 4 Cross Ref Improving the predictive potential of diffusion MRI in schizophrenia using normative models—Towards subject‐level classification29 July 2021 | Human Brain Mapping, Vol. 42, No. 14 Cross Ref Modeling wetting front redistribution of drip irrigation systems using a new machine learning method: Adaptive neuro- fuzzy system improved by hybrid particle swarm optimization – Gravity search algorithmAgricultural Water Management, Vol. 256 Cross Ref Fast multivariate empirical cumulative distribution function with connection to kernel density estimationComputational Statistics & Data Analysis, Vol. 162 Cross Ref Importance sampling imputation algorithms in quantile regression with their application in CGSS dataMathematics and Computers in Simulation, Vol. 188 Cross Ref Heterogeneous neural metric learning for spatio-temporal modeling of infectious diseases with incomplete dataNeurocomputing, Vol. 458 Cross Ref Retrieving gap-free daily root zone soil moisture using surface flux equilibrium theory17 September 2021 | Environmental Research Letters, Vol. 16, No. 10 Cross Ref Point Cloud Augmentation with Weighted Local Transformations Cross Ref Statistical Learning of IC Models for System-Level ESD SimulationIEEE Transactions on Electromagnetic Compatibility, Vol. 63, No. 5 Cross Ref A Theoretical Foundation of Intelligence Testing and Its Application for Intelligent VehiclesIEEE Transactions on Intelligent Transportation Systems, Vol. 22, No. 10 Cross Ref The distribution of city sizes in Turkey: A failure of Zipf’s law due to concavity23 July 2021 | Regional Science Policy & Practice, Vol. 13, No. 5 Cross Ref Univariate measurement error selection likelihood for variable selection of additive model28 September 2021 | Statistics, Vol. 58 Cross Ref Wasserstein-Splitting Gaussian Process Regression for Heterogeneous Online Bayesian Inference Cross Ref A semiparametric isotonic regression model for skewed distributions with application to DNA–RNA–protein analysis7 September 2021 | Biometrics, Vol. 12 Cross Ref The regression curve estimation by using mixed smoothing spline and kernel (MsS-K) model17 February 2020 | Communications in Statistics - Theory and Methods, Vol. 50, No. 17 Cross Ref Global intersectoral production network and aggregate fluctuationsEconomic Modelling, Vol. 102 Cross Ref Progress towards a cellularly resolved mouse mesoconnectome is empowered by data fusion and new neuroanatomy techniquesNeuroscience & Biobehavioral Reviews, Vol. 128 Cross Ref G ryffin : An algorithm for Bayesian optimization of categorical variables informed by expert knowledgeApplied Physics Reviews, Vol. 8, No. 3 Cross Ref Time-Variant Nonparametric Extreme Quantile Estimation with Application to Us Temperature DataSouth African Statistical Journal, Vol. 55, No. 2 Cross Ref Unsupervised Learning Methods for Molecular Simulation Data4 May 2021 | Chemical Reviews, Vol. 121, No. 16 Cross Ref Nonparametric estimation of single-index models in scale-space12 March 2021 | Journal of Statistical Computation and Simulation, Vol. 91, No. 12 Cross Ref Imputation of missing data from offshore wind farms using spatio-temporal correlation and feature correlationEnergy, Vol. 229 Cross Ref Nonparametric estimation of aggregated Sobol’ indices: Application to a depth averaged snow avalanche modelReliability Engineering & System Safety, Vol. 212 Cross Ref Comparison of multifrequency positions of extragalactic sources from ICRF3 and Gaia EDR313 August 2021 | Astronomy & Astrophysics, Vol. 652 Cross Ref The Heraklion Extragalactic Catalogue (HECATE): a value-added galaxy catalogue for multimessenger astrophysics25 June 2021 | Monthly Notices of the Royal Astronomical Society, Vol. 506, No. 2 Cross Ref Correlations between random projections and the bivariate normal18 May 2021 | Data Mining and Knowledge Discovery, Vol. 35, No. 4 Cross Ref Hammerstein system with a stochastic input of arbitrary/unknown autocorrelation – nonparametric estimator of the static nonlinear subsystem4 May 2021 | IET Signal Processing, Vol. 15, No. 5 Cross Ref Which National Factors Are Most Influential in the Spread of COVID-19?16 July 2021 | International Journal of Environmental Research and Public Health, Vol. 18, No. 14 Cross Ref Ordered Variables and Their Concomitants under Extropy via COVID-19 Data ApplicationComplexity, Vol. 2021 Cross Ref Exit time as a measure of ecological resilience10 June 2021 | Science, Vol. 372, No. 6547 Cross Ref Revisiting Local Neighborhood Methods in Machine Learning Cross Ref Accurate single-cell genotyping utilizing information from the local genome territory22 February 2021 | Nucleic Acids Research, Vol. 49, No. 10 Cross Ref Exponential calibration for correlation coefficient with additive distortion measurement errors20 April 2021 | Statistical Analysis and Data Mining: The ASA Data Science Journal, Vol. 14, No. 3 Cross Ref Seismic Drift Demand Estimation for Steel Moment Frame Buildings: From Mechanics-Based to Data-Driven ModelsJournal of Structural Engineering, Vol. 147, No. 6 Cross Ref Chiller Load Forecasting Using Hyper-Gaussian Nets11 June 2021 | Energies, Vol. 14, No. 12 Cross Ref Semiparametric inference for the scale-mixture of normal partial linear regression model with censored data25 May 2021 | Journal of Applied Statistics Cross Ref Conditional marginal expected shortfall6 May 2021 | Extremes, Vol. 92 Cross Ref Boundary estimation with the fuzzy set density estimator3 May 2021 | METRON, Vol. I Cross Ref A nonparametric measure of heteroskedasticityJournal of Statistical Planning and Inference, Vol. 212 Cross Ref Shifting Patterns of Summer Lake Color Phenology in Over 26,000 US Lakes17 May 2021 | Water Resources Research, Vol. 57, No. 5 Cross Ref Fitting elephants in modern machine learning by statistically consistent interpolation19 May 2021 | Nature Machine Intelligence, Vol. 3, No. 5 Cross Ref Similarity-Based Prediction for Channel Mapping and User PositioningIEEE Communications Letters, Vol. 25, No. 5 Cross Ref Kernel Regression Residual Decomposition Method to Detect Rolling Element Bearing FaultsMathematical Problems in Engineering, Vol. 2021 Cross Ref An adaptive weighted least squares ratio approach for estimation of heteroscedastic linear regression model in the presence of outliers9 April 2021 | Communications in Statistics - Simulation and Computation, Vol. 5 Cross Ref Bias assessment in local regression9 April 2021 | Communications in Statistics - Simulation and Computation, Vol. 26 Cross Ref Time-series forecasting with deep learning: a survey15 February 2021 | Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences, Vol. 379, No. 2194 Cross Ref Practitioners guide on parametric, nonparametric, and semiparametric profile monitoring14 October 2020 | Quality and Reliability Engineering International, Vol. 37, No. 3 Cross Ref A new local covariance matrix estimation for the classification of gene expression profiles in high dimensional RNA-Seq dataExpert Systems with Applications, Vol. 167 Cross Ref Testing similarity between first-order intensities of spatial point processes. A comparative study19 March 2021 | Communications in Statistics - Simulation and Computation, Vol. 18 Cross Ref ThickBrick: optimal event selection and categorization in high energy physics. Part I. Signal discovery31 March 2021 | Journal of High Energy Physics, Vol. 2021, No. 3 Cross Ref New robust confidence intervals for the mean under dependenceJournal of Statistical Planning and Inference, Vol. 211 Cross Ref Unemployment estimation: Spatial point referenced methods and modelsSpatial Statistics, Vol. 41 Cross Ref Modeling with Mixed Kernel, Spline Truncated and Fourier Series on Human Development Index in East JavaIOP Conference Series: Materials Science and Engineering, Vol. 1115, No. 1 Cross Ref Mixed Truncated Spline and Kernel Nonparametric Regression Model on Population Growth Rate in West Nusa Tenggara ProvinceIOP Conference Series: Materials Science and Engineering, Vol. 1115, No. 1 Cross Ref An Upper Bound of the Bias of Nadaraya-Watson Kernel Regression under Lipschitz Assumptions30 December 2020 | Stats, Vol. 4, No. 1 Cross Ref Inertial Sensor-Based Relative Position Estimation between Upper Body Segments Considering Non-Rigidity of Human BodiesJournal of the Korean Society for Precision Engineering, Vol. 38, No. 3 Cross Ref Estimation of the bandwidth parameter in Nadaraya-Watson kernel non-parametric regression based on universal threshold level26 February 2021 | Communications in Statistics - Simulation and Computation, Vol. 194 Cross Ref SOM-LWL met