Curve Selection: A Nonparametric Approach

1994 ◽  
pp. 225-236
Author(s):  
A. Futschik
Keyword(s):  
Nonparametric Approach ◽  
Curve Selection

Time dynamic and hierarchical dependence modeling of a supervisory portfolio of banks: a multivariate nonparametric approach

2011 ◽  
Vol 14 (1) ◽  
pp. 3-40
Author(s):  
Sandra Gaisser ◽  
Christoph Memmel ◽  
Rafael Schmidt ◽  
Carsten Wehn
Keyword(s):  
Time Dynamic ◽  
Nonparametric Approach ◽  
Dependence Modeling

A nonparametric approach to analyzing operational risk with an application to insurance fraud

2012 ◽  
Vol 7 (1) ◽  
pp. 57-75 ◽  
Author(s):  
Catalina Bolance ◽  
Mercedes Ayuso ◽  
Montserrat Guillen
Keyword(s):  
Operational Risk ◽  
Insurance Fraud ◽  
Nonparametric Approach

Appendix: A Nonparametric Approach to Modeling Choice with Limited Data

2012 ◽  
Author(s):  
Vivek F. Farias ◽  
Srikanth Jagabathula ◽  
Devavrat Shah
Keyword(s):  
Limited Data ◽  
Nonparametric Approach

Toward Efficient Bycatch Management in Multispecies Fisheries: A Nonparametric Approach

1996 ◽  
Vol 11 (3) ◽  
pp. 181-201 ◽  
Author(s):  
DOUGLAS M. LARSON ◽  
BRETT W. HOUSE ◽  
JOSEPH M. TERRY
Keyword(s):  
Nonparametric Approach ◽  
Multispecies Fisheries

Cross-sample entropy estimation for time series analysis: a nonparametric approach

2021 ◽  
Author(s):  
Ignacio Ramírez-Parietti ◽  
Javier E. Contreras-Reyes ◽  
Byron J. Idrovo-Aguirre
Keyword(s):  
Time Series ◽  
Time Series Analysis ◽  
Sample Entropy ◽  
Entropy Estimation ◽  
Nonparametric Approach ◽  
Series Analysis

scholarly journals Estimating risk‐neutral freight rate dynamics: A nonparametric approach

2021 ◽  
Author(s):  
Lourdes Gómez‐Valle ◽  
Ioannis Kyriakou ◽  
Julia Martínez‐Rodríguez ◽  
Nikos K. Nomikos
Keyword(s):  
Freight Rate ◽  
Nonparametric Approach ◽  
Risk Neutral

Development and Use of Anchoring Vignettes: Psychometric Investigations and Recommendations for a Nonparametric Approach

2021 ◽  
pp. 1-19
Author(s):  
HyeSun Lee ◽  
Weldon Smith ◽  
Angel Martinez ◽  
Heather Ferris ◽  
Joe Bova
Keyword(s):  
Anchoring Vignettes ◽  
Nonparametric Approach

Bayesian Nonparametric Approach to Average Annual Daily Traffic Estimation for Bridges

2021 ◽  
pp. 036119812199459
Author(s):  
Grace Ashley ◽  
Nii Attoh-Okine
Keyword(s):  
Performance Indicators ◽  
Federal Funding ◽  
Percentage Error ◽  
Bayesian Nonparametric ◽  
Transportation Services ◽  
Nonparametric Approach ◽  
Nonparametric Models ◽  
Bayesian Nonparametric Models ◽  
Average Annual Daily Traffic ◽  
The Mean

Every year, the U.S. government provides several billions of dollars in the form of federal funding for transportation services in the U.S.A. Decision making with regard to the use of these funds largely depends on performance indicators like average annual daily traffic (AADT). In this paper, Bayesian nonparametric models are developed through machine learning for the estimation of AADT on bridges. The effect of hyperparameter choice on the accuracy of estimations produced by Bayesian nonparametric models is also assessed. The predictions produced using the Bayesian nonparametric approach are then compared with predictions from a popular Frequentist approach for the selected bridges. Evaluation metrics like the mean absolute percentage error are subsequently employed in model evaluation. Based on the results, the best methods for AADT forecasting for the selected bridges are recommended.

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