Time-Variant Nonparametric Extreme Quantile Estimation with Application to Us Temperature Data

Author:

Chowdhury Mohammed1,Gadidov Bogdan1,Le Linh1,Wang Yan1,VanBrackle Lewis1

Affiliation:

1. School of Data Science, Kennesaw State University, USA

Publisher

South African Statistical Association (SASA)

Subject

Statistics, Probability and Uncertainty,Statistics and Probability

Reference30 articles.

1. Nonparametric estimation of time-variant parametric models with application to cross-sectional data;Chowdhury M.;Journal of the Japan Statistical Society,2017

2. Two-step smoothing estimation of the time-variant parameter with application to temperature data;Chowdhury M.;Journal of the Iranian Statistical Society,2017

3. Local Box-Cox transformation on time-varying parametric models for smoothing estimation of conditional CDF with longitudinal data;Chowdhury M.;Journal of Statistical Computation and Simulation,2017

4. Nonparametric estimation of conditional distribution functions with longitudinal data and time-varying parametric models;Chowdhury M.;Metrika,2018

5. Robust locally weighted regression and smoothing scatterplots;Cleveland W. S.;Journal of the American Statistical Association,1979

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