130 search results - page 1 / 26 » On vector autoregressive modeling in space and time |
JGS
2010
12 years 11 months ago
2010
Despite the fact that it provides a potentially useful analytical tool, allowing for the joint modeling of dynamic interdependencies within a group of connected areas, until latel...
CSDA
2007
13 years 4 months ago
2007
Vector autoregressive (VAR) modelling is one of the most popular approaches in multivariate time series analysis. The parameters interpretation is simple, and provide an intuitive...
BMCBI
2007
13 years 4 months ago
2007
Background: Causal networks based on the vector autoregressive (VAR) process are a promising statistical tool for modeling regulatory interactions in a cell. However, learning the...
ICASSP
2011
IEEE
12 years 8 months ago
2011
IEEE
We present learning and inference algorithms for a versatile class of partially observed vector autoregressive (VAR) models for multivariate time-series data. VAR models can captu...
ISMIR
2005
Springer
13 years 10 months ago
2005
Springer
In music genre classification the decision time is typically of the order of several seconds, however, most automatic music genre classification systems focus on short time feat...