Psychometrics, Dynamics, and Functional Data Analysis

More documents

Recommendations

Info

Where Would the Data Come From?• Can we design customized learningsituations, like golf, and track how alearner makes progress as a function oftime and inputs?• Perhaps video and computer games arenearly what we need.• We already know that people will pay bigmoney to have these experiences.• Would corporations with deep pockets payfor this kind of testing?
Conclusions• Dynamic testing would generateperformance data over time that dependon one or more functional covariates.• New tools are available for these data thatfit them with a differential equation.• Dynamic psychometrics looks promising!
Page 1 and 2: Psychometrics, Dynamics, andFunctio
Page 3: Learning to Play Golf• We buy som
Page 6 and 7: Brain Power and Time ScalesWe need
Page 8 and 9: Inputs to Brain Power• Informatio
Page 10 and 11: A Simple ExampledEdt=− βE() t +
Page 12 and 13: 10.8E(t)0.60.40.2β = 1β = 3β = 1
Page 14 and 15: Fitting Differential Equations• W
Page 16 and 17: Two Functional Data AnalysisTechniq
Page 18 and 19: An Oil Refinery• Here are some da
Page 20 and 21: • Many situations will call for m
Page 22 and 23: Rate constant = 532.5Performance21.
Page 24 and 25: Rate constant = 2032.5Performance21
Page 26 and 27: A Nonlinear Differential EquationdE

Psychometrics, Dynamics, and Functional Data Analysis

Create successful ePaper yourself

Delete template?

Save as template?