lavaan (>= 0.5-19), igraph (>= 1.0-0), qgraph, data.tree,
MIIVsem, imputeTS

Stephanie Lane [aut, cre, trl],
Kathleen Gates [aut],
Zachary Fisher [aut],
Peter Molenaar [aut],
Michael Hallquist [ctb],
Hallie Pike [ctb],
Cara Arizmendi [ctb],
Teague Henry [ctb],
Kelly Duffy [ctb],
Lan Luo [ctb]
lavaan (>= 0.5-19), igraph (>= 1.0-0), qgraph, data.tree,
MIIVsem(>= 0.5.4), imputeTS

Stephanie Lane [aut, trl],
Kathleen Gates [aut, cre],
Zachary Fisher [aut],
Cara Arizmendi [aut],
Peter Molenaar [aut],
Michael Hallquist [ctb],
Hallie Pike [ctb],
Teague Henry [ctb],
Kelly Duffy [ctb],
Lan Luo [ctb],
Adriene Beltz [csp]
lavaan (>= 0.5-19), igraph (>= 1.0-0), qgraph, data.tree,
MIIVsem(>= 0.5.4), imputeTS(>= 3.0)

lavaan (>= 0.5-19), igraph (>= 1.0-0), qgraph, data.tree,
MIIVsem(>= 0.5.4), imputeTS(>= 3.0), nloptr, graphics, stats

Automated identification and estimation of group- and
individual-level relations in time series data.

Stephanie Lane [aut, trl],
Kathleen Gates [aut, cre],
Zachary Fisher [aut],
Cara Arizmendi [aut],
Peter Molenaar [aut],
Michael Hallquist [ctb],
Hallie Pike [ctb],
Teague Henry [ctb],
Kelly Duffy [ctb],
Lan Luo [ctb],
Adriene Beltz [csp],
Aidan Wright [csp],
Jonathan Park [ctb],
Sebastian Castro Alvarez [ctb]

Stephanie Lane [aut, trl],
Kathleen Gates [aut, cre, ccp],
Zachary Fisher [aut],
Cara Arizmendi [aut],
Peter Molenaar [aut, ccp],
Michael Hallquist [ctb],
Hallie Pike [ctb],
Teague Henry [ctb],
Kelly Duffy [ctb],
Lan Luo [ctb],
Adriene Beltz [csp],
Aidan Wright [csp],
Jonathan Park [ctb],
Sebastian Castro Alvarez [ctb]
lavaan (>= 0.6-9), igraph (>= 1.0-0), qgraph, data.tree,
MIIVsem(>= 0.5.4), imputeTS(>= 3.0), nloptr, graphics, stats

Data-driven approach for arriving at person-specific time series models. The method first identifies which relations replicate across the majority of individuals to detect signal from noise. These group-level relations are then used as a foundation for starting the search for person-specific (or individual-level) relations. See Gates & Molenaar (2012) <doi:10.1016/j.neuroimage.2012.06.026>.