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Image Search Results
Journal: PLOS ONE
Article Title: VARX Granger analysis: Models for neuroscience, physiology, sociology and econometrics
doi: 10.1371/journal.pone.0313875
Figure Lengend Snippet: VARX model: The gray box represents the overall system response H .
Article Snippet:
Techniques:
Journal: PLOS ONE
Article Title: VARX Granger analysis: Models for neuroscience, physiology, sociology and econometrics
doi: 10.1371/journal.pone.0313875
Figure Lengend Snippet: A total of 43.6 minutes of data was used at a sampling rate of 60 Hz ( T = 156, 955) from a single patient. (A) Effect size R for the recurrent connectivity A between recording electrodes—in the language of neuroscience, this could be called “functional connectivity”. (B) Effect size R of fixation onset as an exogenous variable on different electrodes. (C) A filter coefficients ( n a = 4). (D) B filter coefficients n b = 30 , n _ = 20 . (E) System response estimated as a multivariate MA filter—in the language of neuroscience, this is the multivariate “temporal response function” (mTRF). (F) System response resulting from the VARX model estimate . Data from .
Article Snippet:
Techniques: Sampling, Functional Assay
Journal: PLOS ONE
Article Title: VARX Granger analysis: Models for neuroscience, physiology, sociology and econometrics
doi: 10.1371/journal.pone.0313875
Figure Lengend Snippet: Example on union participation and strikes: (A) Historical data from the US. We treated the unemployment rate as an exogenous input in the VARX model, and the others as endogenous variables. (B) Significant effects in A and B are indicated in blue and red, respectively ( p < 0.05, n a = n b = 3, T = 195). Note missing data around 1980, which was omitted during the estimation, including a 3-year history.
Article Snippet:
Techniques: