Sensitivity analysis in classification using Bayesian smoothing spline ANOVA probit regression

2021 ◽  
Author(s):  
Chunzhe Zhang ◽  
Curtis B. Storlie ◽  
Thomas C. M. Lee
Keyword(s):  
Sensitivity Analysis ◽  
Smoothing Spline ◽  
Probit Regression ◽  
Smoothing Spline Anova ◽  
Bayesian Smoothing

scholarly journals Calibration of Computational Models With Categorical Parameters and Correlated Outputs via Bayesian Smoothing Spline ANOVA

2015 ◽  
Vol 110 (509) ◽  
pp. 68-82 ◽  
Author(s):  
Curtis B. Storlie ◽  
William A. Lane ◽  
Emily M. Ryan ◽  
James R. Gattiker ◽  
David M. Higdon
Keyword(s):  
Computational Models ◽  
Smoothing Spline ◽  
Smoothing Spline Anova ◽  
Bayesian Smoothing

scholarly journals Speakers’ rapidly-updated expectations influence prosodic realization of information structure

2017 ◽  
Vol 2 ◽  
pp. 51
Author(s):  
Iris Chuoying Ouyang ◽  
Sasha Spala ◽  
Elsi Kaiser
Keyword(s):  
Perspective Taking ◽  
Information Structure ◽  
Smoothing Spline ◽  
Computer Screen ◽  
Interactive Game ◽  
Knowledge State ◽  
Verbal Instructions ◽  
Production Experiment ◽  
Smoothing Spline Anova

A production experiment was conducted to investigate the role of perspective-taking in the prosodic marking of information structure. Participants played an interactive game in which they produced verbal instructions that directed an addressee to place objects in locations on the computer screen. We manipulated (i) the participants’ assumptions about the addressee’s familiarity with the objects and (ii) the addressee’s accuracy in identifying the objects. F0 measurements of the participants’ utterances were analyzed with Smoothing-spline ANOVA models. We find that speakers’ expectations about the addressee’s knowledge state influence the prosodic realization of both new and given information, and that speakers rapidly update their expectations based on the addressee’s behavior during the conversation.

scholarly journals Bayes Factors for Smoothing Spline ANOVA

2016 ◽  
Vol 11 (4) ◽  
pp. 957-975
Author(s):  
Chin-I. Cheng ◽  
Paul L. Speckman
Keyword(s):  
Bayes Factors ◽  
Smoothing Spline ◽  
Smoothing Spline Anova
Sign in / Sign up

Export Citation Format

Share Document