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Post-Shrinkage Strategies in Statistical and Machine Learning for High Dimensional Data

1, 2023

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Estimation of Right-censored SETAR-type Nonlinear Time-series Model

E3S Web of Conferences, 2023, Vol.409, p.2010

2023

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Determinants of Credit Ratings and Comparison of the Rating Prediction Performances of Machine Learning Algorithms

E3S Web of Conferences, 2023, Vol.409, p.5013

2023

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Big Data and Information Theory

1, 2022

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Ridge estimation in linear mixed measurement error models with stochastic linear mixed restrictions

Communications in statistics. Simulation and computation, 2022-06, Vol.51 (6), p.3037-3053

2022

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Estimating the Nonparametric Regression Function by Using Padé Approximation Based on Total Least Squares

Numerical functional analysis and optimization, 2020-08, Vol.41 (15), p.1827-1870

2020

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Proceedings of the Fourteenth International Conference on Management Science and Engineering Management: Volume 2

1, 2020

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Penalty and Shrinkage Strategies Based on Local Polynomials for Right-Censored Partially Linear Regression

Entropy (Basel, Switzerland), 2022-12, Vol.24 (12), p.1833

2022

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A survey of smoothing techniques based on a backfitting algorithm in estimation of semiparametric additive models

Wiley interdisciplinary reviews. Computational statistics, 2023-07, Vol.15 (4), p.e1605-n/a

2023

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Right-Censored Time Series Modeling by Modified Semi-Parametric A-Spline Estimator

Entropy (Basel, Switzerland), 2021-11, Vol.23 (12), p.1586

2021

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The Impact of Non-Financial and Financial Variables on Credit Decisions for Service Companies in Turkey

Journal of risk and financial management, 2023-11, Vol.16 (11), p.487

2023

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Proceedings of the Fourteenth International Conference on Management Science and Engineering Management: Volume 1

1st edition, 2020

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New and Efficient Estimators of Reliability Characteristics for a Family of Lifetime Distributions under Progressive Censoring

Mathematics (Basel), 2024-05, Vol.12 (10), p.1599

2024

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Robust gene-environment interaction analysis using penalized trimmed regression

Journal of statistical computation and simulation, 2018-12, Vol.88 (18), p.3502-3528

2018

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Semiparametric time-series model using local polynomial: An application on the effects of financial risk factors on crop yield

Journal of risk and financial management, 2022-03, Vol.15 (3), p.1-12

2022

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Proceedings of the Twelfth International Conference on Management Science and Engineering Management

1st ed. 2019., 2018

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Sparse Estimation Strategies in Linear Mixed Effect Models for High-Dimensional Data Application

Entropy (Basel, Switzerland), 2021-10, Vol.23 (10), p.1348

2021

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Bayesian Predictive Densities as an Interpretation of a Class of Skew–Student t Distributions with Application to Medical Data

Proceedings of the Thirteenth International Conference on Management Science and Engineering Management, p.416-428

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Proceedings of the Fourteenth International Conference on Management Science and Engineering Management

1st ed. 2021., 2021

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Ant Colony System Optimization for Spatiotemporal Modelling of Combined EEG and MEG Data

Entropy (Basel, Switzerland), 2021-03, Vol.23 (3), p.329

2021

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A-Spline Regression for Fitting a Nonparametric Regression Function with Censored Data

Stats (Basel, Switzerland), 2020-06, Vol.3 (2), p.120-136

2020

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Efficient Estimation Strategies for Spatial Moving Average Model

Proceedings of the Thirteenth International Conference on Management Science and Engineering Management, p.520-543

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Empirical Bayes and Likelihood Inference

1, 2000

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Generating Distributions Through Convolution of Characteristic Functions

Proceedings of the Tenth International Conference on Management Science and Engineering Management, p.367-381

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Robust Estimation of Capability Index

Proceedings of the Tenth International Conference on Management Science and Engineering Management, p.1693-1708

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Post-Shrinkage Strategies in Statistical and Machine Learning for High Dimensional Data

Estimation of Right-censored SETAR-type Nonlinear Time-series Model

Determinants of Credit Ratings and Comparison of the Rating Prediction Performances of Machine Learning Algorithms

Big Data and Information Theory

Ridge estimation in linear mixed measurement error models with stochastic linear mixed restrictions

Estimating the Nonparametric Regression Function by Using Padé Approximation Based on Total Least Squares

Proceedings of the Fourteenth International Conference on Management Science and Engineering Management: Volume 2

Penalty and Shrinkage Strategies Based on Local Polynomials for Right-Censored Partially Linear Regression

A survey of smoothing techniques based on a backfitting algorithm in estimation of semiparametric additive models

Right-Censored Time Series Modeling by Modified Semi-Parametric A-Spline Estimator

The Impact of Non-Financial and Financial Variables on Credit Decisions for Service Companies in Turkey

Proceedings of the Fourteenth International Conference on Management Science and Engineering Management: Volume 1

New and Efficient Estimators of Reliability Characteristics for a Family of Lifetime Distributions under Progressive Censoring

Robust gene-environment interaction analysis using penalized trimmed regression

Semiparametric time-series model using local polynomial: An application on the effects of financial risk factors on crop yield

Proceedings of the Twelfth International Conference on Management Science and Engineering Management

Sparse Estimation Strategies in Linear Mixed Effect Models for High-Dimensional Data Application

Bayesian Predictive Densities as an Interpretation of a Class of Skew–Student t Distributions with Application to Medical Data

Proceedings of the Fourteenth International Conference on Management Science and Engineering Management

Ant Colony System Optimization for Spatiotemporal Modelling of Combined EEG and MEG Data

A-Spline Regression for Fitting a Nonparametric Regression Function with Censored Data

Efficient Estimation Strategies for Spatial Moving Average Model

Empirical Bayes and Likelihood Inference

Generating Distributions Through Convolution of Characteristic Functions

Robust Estimation of Capability Index

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