NEAREST‐NEIGHBOUR METHODS FOR TIME SERIES ANALYSIS
Data up to Jan 2025
Total Citations Per Year
Abstract
References (22)
Theory and Practice of Recursive Identification
1983 • 4,095 citations
Introduction to linear and nonlinear programming
1974 • 2,099 citations
Consistent Nonparametric Regression
1977 • 1,745 citations
Optimal Rates of Convergence for Nonparametric Estimators
1980 • 786 citations
NONPARAMETRIC ESTIMATORS FOR TIME SERIES
1983 • 574 citations
Multivariate k-nearest neighbor density estimates
1979 • 295 citations
On the Almost Everywhere Convergence of Nonparametric Regression Function Estimates
1981 • 217 citations
Local Properties of k-NN Regression Estimates
1981 • 151 citations
The uniform convergence of nearest neighbor regression function estimators and their application in optimization
1978 • 139 citations
Propri�t�s de convergence presque compl�te du pr�dicteur � noyau
1984 • 115 citations
Nonparametric Density Estimation, Prediction, and Regression for Markov Sequences
1985 • 107 citations
Necessary and sufficient conditions for the pointwise convergence of nearest neighbor regression function estimates
1982 • 106 citations
Asymptotic properties of Markoff transition prababilities
1948 • 94 citations
Approximate efficiency of a selection procedure for the number of regression variables
1984 • 83 citations
A STUDY OF THE APPLICATION OF STATE‐DEPENDENT MODELS IN NON‐LINEAR TIME SERIES ANALYSIS
1984 • 54 citations
Markov Flow Models and the Flood Warning Problem
1985 • 45 citations
Jfon parametric time series analysis and prediction: uniform almost sure convergence of the window and jt-nn autoregression estimates
1985 • 43 citations
Asymptotic Properties of Markoff Transition Probabilities
1948 • 39 citations
Nonparametric Techniques in Statistical Inference
1971 • 29 citations
Nonparametric Density Estimation, Prediction, and Regression for Markov Sequences
1985 • 28 citations
NEAREST NEIGHBOR REGRESSION ESTIMATORS IN RAINFALL-RUNOFF FORECASTING
1985 • 4 citations
Nearest neighbor extensions to time series analysis.
1985 • 1 citations