Python code for estimating parameters of an ALAAM model.

Python code for estimating parameters of an ALAAM model.

<p>This code uses ALAAMEE with the stochastic approximation algorithm to estimate ALAAM parameters and their standard errors for the teenage friends and lifestyle data excerpt, with smoking as the outcome variable. After a converged model is found, this will also do a goodness-of-fit test.<...

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Bibliographic Details
Main Author: Alex Stivala (8356257) (author)
Other Authors: Peng Wang (34436) (author), Alessandro Lomi (4730772) (author)
Published: 2024
Subjects:
Genetics
Biotechnology
Cancer
Science Policy
Plant Biology
Biological Sciences not elsewhere classified
Mathematical Sciences not elsewhere classified
Information Systems not elsewhere classified
widely known exponential
estimate parameters corresponding
empirical examples using
social contagion associated
implements data structures
10 000 nodes
work introduces alaamee
source python software
alaam parameter estimation
source software
social influence
alaamee implements
100 nodes
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stochastic approximation
statistical inference
network structure
multiple forms
including estimation
fit testing
ergm ).
equilibrium expectation
bipartite networks
alaam models
actor covariates
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