NDLI: From Zero to Sixty: Calibrating Real-Time Responses

Content Provider	Springer Nature Link
Author	Koulis, Theodoro Ramsay, James O. Levitin, Daniel J.
Copyright Year	2007
Abstract	Recent advances in data recording technology have given researchers new ways of collecting on-line and continuous data for analyzing input-output systems. For example, continuous response digital interfaces are increasingly used in psychophysics. The statistical problem related to these input-output systems reduces to linking time-varying covariates to a continuous response variate. Using real-time data obtained from an experiment in psychoacoustics, we showcase new statistical tools that incorporate dynamical elements of an input-output system. We employ functional data analysis (FDA) methods and a simple differential equation to analyze and model the continuous responses. Furthermore, we outline the issues involved in analyzing input-output systems when the exact form of the underlying mathematical model is not known. Finally, we develop a calibration method to facilitate inter-subject and intra-subject comparisons.
Starting Page	321
Ending Page	339
Page Count	19
File Format	PDF
ISSN	00333123
Journal	Psychometrika
Volume Number	73
Issue Number	2
e-ISSN	18600980
Language	English
Publisher	Springer-Verlag
Publisher Date	2007-09-22
Publisher Place	New York
Access Restriction	One Nation One Subscription (ONOS)
Subject Keyword	input-output functional data analysis real-time data, differential equations response calibration Psychometrics Assessment, Testing and Evaluation Statistics for Social Science, Behavorial Science, Education, Public Policy, and Law Statistical Theory and Methods
Content Type	Text
Resource Type	Article
Subject	Applied Mathematics Psychology

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1	Ministry of Education (GoI), Department of Higher Education	Sanctioning Authority	https://www.education.gov.in/ict-initiatives
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4	Project PI / Joint PI	Principal Investigator and Joint Principal Investigators of the project	Dr. B. Sutradhar bsutra@ndl.gov.in Prof. Saswat Chakrabarti will be added soon
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