Smoothing Spline ANOVA with Component-Wise Bayesian "Confidence Intervals"

1993 ◽  
Vol 2 (1) ◽  
pp. 97 ◽  
Author(s):  
Chong Gu ◽  
Grace Wahba
Keyword(s):  
Confidence Intervals ◽  
Smoothing Spline ◽  
Smoothing Spline Anova

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

scholarly journals Articulatory Strategies for Place Contrasts of Unreleased Final Stops on Preceding Vowels: Evidence from Ultrasound Imaging

2021 ◽  
Vol 9 ◽  
Author(s):  
Suki Yiu ◽  
Diana Archangeli ◽  
Jonathan Yip
Keyword(s):  
Ultrasound Imaging ◽  
Smoothing Spline ◽  
Mixed Effect ◽  
Linear Mixed Effect ◽  
Ultrasound Study ◽  
Effect Regression ◽  
Monosyllabic Words ◽  
Smoothing Spline Anova ◽  
Testing Case ◽  
High Vowels

This ultrasound study examines the gestural coordination involved in vowel-to-consonant sequences concerning unreleased final stops, which are more susceptible to reduction than their released counterparts. Thus, coarticulatory information on the preceding vowel is important to signal place contrasts of post-vocalic stops. The gestural coordination of vowel-consonant sequences of monosyllabic words in Cantonese represents a testing case for having preserved phonemic contrasts of six unreleased final stops in a range of vowel contexts. Preliminary results from smoothing spline ANOVA and linear mixed-effect regression show that coarticulatory patterns depend on vowel height, that is, non-high vowels are undergoing gradual coarticulation whereas high vowels are phonologising the lingual properties of the unreleased final stops on the preceding vowels.

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