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On function-on-function regression: partial least squares approach

Environmental and ecological statistics, 2020-03, Vol.27 (1), p.95-114

2020

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A partial least squares approach for function-on-function interaction regression

Computational statistics, 2021-06, Vol.36 (2), p.911-939

2021

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FUNCTION-ON-FUNCTION LINEAR QUANTILE REGRESSION

Mathematical modelling and analysis, 2022-04, Vol.27 (2), p.322-341

2022

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Locally sparse and robust partial least squares in scalar-on-function regression

Statistics and computing, 2024-10, Vol.34 (5), Article 150

2024

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Function-on-Function Partial Quantile Regression

Journal of agricultural, biological, and environmental statistics, 2022-03, Vol.27 (1), p.149-174

2022

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Machine-Learning-Based Functional Time Series Forecasting: Application to Age-Specific Mortality Rates

Forecasting, 2022-03, Vol.4 (1), p.394-408

2022

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Prediction of evaporation in arid and semi-arid regions: a comparative study using different machine learning models

Engineering applications of computational fluid mechanics, 2020-01, Vol.14 (1), p.70-89

2020

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Prediction of dissolved oxygen, biochemical oxygen demand, and chemical oxygen demand using hydrometeorological variables: case study of Selangor River, Malaysia

Environment, development and sustainability, 2021-05, Vol.23 (5), p.8027-8046

2021

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Murine genetic models of obesity: type I error rates and the power of commonly used analyses as assessed by plasmode-based simulation

International Journal of Obesity, 2020-06, Vol.44 (6), p.1440-1449

2020

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Global solar radiation prediction over North Dakota using air temperature: Development of novel hybrid intelligence model

Energy reports, 2021-11, Vol.7, p.136-157

2021

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Development of Functional Quantile Autoregressive Model for River Flow Curve Forecasting

Earth and space science (Hoboken, N.J.), 2024-08, Vol.11 (8), p.n/a

2024

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Construction of functional data analysis modeling strategy for global solar radiation prediction: application of cross-station paradigm

Engineering applications of computational fluid mechanics, 2019-01, Vol.13 (1), p.1165-1181

2019

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ITERATED SUFFICIENT M-OUT-OF-N (M/N ) BOOTSTRAP FOR NON-REGULAR SMOOTH FUNCTION MODELS

Journal of Data Science, 2021-02, Vol.16 (3), p.593-604

2021

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Establishment of Dynamic Evolving Neural-Fuzzy Inference System Model for Natural Air Temperature Prediction

Complexity (New York, N.Y.), 2022, Vol.2022 (1)

2022

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Drought interval simulation using functional data analysis

Journal of hydrology (Amsterdam), 2019-12, Vol.579, p.124141, Article 124141

2019

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Assessment of individual bioequivalence using sufficient bootstrap procedure

Pharmaceutical statistics : the journal of the pharmaceutical industry, 2019-05, Vol.18 (3), p.388-398

Beyaztas, Ufuk

2019

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Iterated bootstrap procedure in individual bioequivalence

Communications Series A1 Mathematics & Statistics, 2019-01, Vol.68 (1), p.583-594

Beyaztas, Ufuk

2019

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Penalized function-on-function linear quantile regression

Computational statistics, 2024-04

2024

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A functional autoregressive model based on exogenous hydrometeorological variables for river flow prediction

Journal of hydrology (Amsterdam), 2021-07, Vol.598, p.126380, Article 126380

2021

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Prediction of copper ions adsorption by attapulgite adsorbent using tuned-artificial intelligence model

Chemosphere (Oxford), 2021-08, Vol.276, p.130162-130162, Article 130162

2021

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Forecasting functional time series using weighted likelihood methodology

Journal of statistical computation and simulation, 2019-11, Vol.89 (16), p.3046-3060

2019

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Robust function-on-function interaction regression

Statistical modelling, 2023-10

2023

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Construction of prediction intervals for Palmer Drought Severity Index using bootstrap

Journal of hydrology (Amsterdam), 2018-04, Vol.559, p.461-470

2018

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A robust functional partial least squares for scalar‐on‐multiple‐function regression

Journal of chemometrics, 2022-04, Vol.36 (4), p.n/a

2022

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Robust bootstrap prediction intervals for univariate and multivariate autoregressive time series models

Journal of applied statistics, 2022-04, Vol.49 (5), p.1179-1202

2022

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On function-on-function regression: partial least squares approach

A partial least squares approach for function-on-function interaction regression

FUNCTION-ON-FUNCTION LINEAR QUANTILE REGRESSION

Locally sparse and robust partial least squares in scalar-on-function regression

Function-on-Function Partial Quantile Regression

Machine-Learning-Based Functional Time Series Forecasting: Application to Age-Specific Mortality Rates

Prediction of evaporation in arid and semi-arid regions: a comparative study using different machine learning models

Prediction of dissolved oxygen, biochemical oxygen demand, and chemical oxygen demand using hydrometeorological variables: case study of Selangor River, Malaysia

Murine genetic models of obesity: type I error rates and the power of commonly used analyses as assessed by plasmode-based simulation

Global solar radiation prediction over North Dakota using air temperature: Development of novel hybrid intelligence model

Development of Functional Quantile Autoregressive Model for River Flow Curve Forecasting

Construction of functional data analysis modeling strategy for global solar radiation prediction: application of cross-station paradigm

ITERATED SUFFICIENT M-OUT-OF-N (M/N ) BOOTSTRAP FOR NON-REGULAR SMOOTH FUNCTION MODELS

Establishment of Dynamic Evolving Neural-Fuzzy Inference System Model for Natural Air Temperature Prediction

Drought interval simulation using functional data analysis

Assessment of individual bioequivalence using sufficient bootstrap procedure

Iterated bootstrap procedure in individual bioequivalence

Penalized function-on-function linear quantile regression

A functional autoregressive model based on exogenous hydrometeorological variables for river flow prediction

Prediction of copper ions adsorption by attapulgite adsorbent using tuned-artificial intelligence model

Forecasting functional time series using weighted likelihood methodology

Robust function-on-function interaction regression

Construction of prediction intervals for Palmer Drought Severity Index using bootstrap

A robust functional partial least squares for scalar‐on‐multiple‐function regression

Robust bootstrap prediction intervals for univariate and multivariate autoregressive time series models

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