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dynamo (version 1.0)

Fit a Stochastic Dynamical Array Model to Array Data

Description

An implementation of the method proposed in Lund and Hansen (2018) for fitting 3-dimensional dynamical array models. The implementation is based on the glamlasso package, see Lund et al. (2017) , for efficient design matrix free lasso regularized estimation in a generalized linear array model. The implementation uses a block relaxation scheme to fit each individual component in the model using functions from the glamlasso package.

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Version

Install

install.packages('dynamo')

Monthly Downloads

43

Version

1.0

License

GPL (>= 2)

Maintainer

Last Published

February 23rd, 2018

Functions in dynamo (1.0)

fitmodel

Sparse Estimation of Dynamical Array Models
V

VSD imaging of a live ferret brain.
dynamo_internal

Function that constructs design components.