SAS Methods workshops Day 1 Measurement domains

aspiringtokAI and Robotics

Oct 15, 2013 (3 years and 9 months ago)

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SAS Methods workshops





Day 1


Measurement domains



Momentary assessment

(e.g., EMA, GPS, accelerometers, mobile psychophysiology)



Neuroimaging/Psychophysiology

(e.g., fMRI, PET, EEG, Pupil Dilation, Cardiac function)



Face processing

(FACS, SPAF, FACES, automated facial recognition)


Molecules & Genetics
(genes and trait affect, gene/environment interactions, molecular basis of affect,
genetic modulation of molecular function)



Experimental Design



Emotion induction
(e.g., ma
nipulation checks, ethics, counterbalancing, time
-
course)


Development
(throughout the lifespan from infants to adults)


Culture
(affect perception, affective style across cultures)




Social interactions

(affective communication, affect perceptio
n, emotional intelligence)


Day 2

Statistics


Modeling
(e.g., reward, computational modeling of emotion, learning models)


Systems analysis
(e.g., neural connectivity, dyadic analyses, and social network analysis)



Classification, &

quantifying individual differences

(Machine learning, clustering techniques)


Systems over

Time
(
Convergence/d
ivergence

across systems, affective c
hronometry from regulation to
reactivity)



Interventions


Affective Brain Computer Interaction
(comp
uter based affect perception, facial recognition, computers
that respond to users’ affect)



Mechanistically targeted
(e.g., attention bias, & interpretation training, Direct Stimulation (TMS, TDCS)


Psychopharmacology
(e.g., beta blocker studies)



Psychotherapy

(effects of psychotherapy on affect, affect in psychotherapy)