Network Applications to Facial Communication Data
Add inactive (missing) single units
Calculate combination size
Summarise dyadic combination of elements
Define truth for AUs active in different contexts
Joint probability distribution of AUs
Plots the observed probability for an element against the distribution...
Plots the observed and expected probabilities for the basic elements b...
(Defunct) Tests how much each element increases the specificity of all...
(Deprecated) Calculate information content of the dataset
Calculate information content of the dataset
Check that ALL objects have the same number of observations
Plots the probability that a combination of a certain size appears
Extract active elements from matrix
Extract used data from a netfacs object
Checks if argument is a netfacs object
Checks if argument is a netfacs_multiple object
Checks if argument is a netfacs_specificity object
(Deprecated) Applies the netfacs function across multiple levels of ...
Creates network objects out of the netfacs data
Plots networks for multiple conditions
Tests how much each element increases the specificity of all combinati...
Calculates the pointwise mutual information of units with each other
Create probability distribution of combinations of elements in the dat...
Calculate reciprocity of probabilities that two elements appear togeth...
Calculate expected probability from single bootstrap
Extract results from a netfacs object
Applies the netfacs function across multiple levels of the condition...
Creates a network object out of the netfacs data
Calculate probabilities from single randomization
(Deprecated) Produce conditional probabilities of dyads of elements, a...
Create a network based on conditional probabilities of dyads of elemen...
Plots a network object
Returns all kinds of network measures for the netfacs network
Returns all kinds of graph-level network measures for the netfacs netw...
(Deprecated) Plots the overlap of multiple conditions as bipartite net...
Plots the overlap of multiple conditions as bipartite network
Calculate all possible combinations of elements
Take data that are not currently in format and turn them into the corr...
Print method for objects of class netfacs
Print method for objects of class netfacs_multiple
Calculate probabilities of single elements and combinations occurring
Count number of event sizes
Simulate FACS data
Specificity
Tests how much each element increases the specificity of all combinati...
Summarise combination results from bootstrap
Summarise event size probabilities
Up sample
Check that condition arguments are formatted correctly
Check that 'data' argument is formatted correctly
Functions to analyze and visualize communication data, based on network theory and resampling methods. Farine, D. R. (2017) <doi:10.1111/2041-210X.12772>; Carsey, T., & Harden, J. (2014) <doi:10.4135/9781483319605>. Primarily targeted at datasets of facial expressions coded with the Facial Action Coding System. Ekman, P., Friesen, W. V., & Hager, J. C. (2002). "Facial action coding system - investigator's guide" <https://www.paulekman.com/facial-action-coding-system/>.