Browse Publications Technical Papers 2005-01-1397
2005-04-11

Modeling Computer Experiments with Functional Response 2005-01-1397

When conducting computer experiments, engineers frequently encounter functional data for which the response data are defined over an operating cycle, time, or spatial interval. There is little work in the literature to model functional response from computer experiment. In this paper, we propose functional linear model for the mean function in the Gaussian kriging model. We further propose a two-step estimation procedure for the functional linear model using penalized spline approach. The proposed approach is applied to the design of a valvetrain system.

SAE MOBILUS

Subscribers can view annotate, and download all of SAE's content. Learn More »

Access SAE MOBILUS »

Preview Document Add to Cart
Members save up to 16% off list price.
Login to see discount.
Special Offer: Download multiple Technical Papers each year? TechSelect is a cost-effective subscription option to select and download 12-100 full-text Technical Papers per year. Find more information here.
We also recommend:
TECHNICAL PAPER

Vehicle Distance Measurement Algorithm Based on Monocular Vision and License Plate Width

2019-01-0882

View Details

TECHNICAL PAPER

Comparison of Hydrostatic and Servovalve Controlled Hydraulic Actutation Systems in Robotics

2000-01-2593

View Details

TECHNICAL PAPER

Peeling Damage Due to Rolling Contact Fatigue

891909

View Details

X