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Matlab代码实现线性自回归:应用于时间序列的深度学习
资源介绍
线性自回归matlab代码
Deep
Learning
for
Time
Series
Email:
autuanliu@163.com
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主题
抑郁症
难治性癫痫
1
RNN
Granger
Causality
1.1
Granger
Causality
Definition$^1$
Suppose
$x$
is
a
stationary
multivariate
time
series.
Multivariate
Granger
causality
analysis
is
estimated
by
fitting
a
vector
autoregressive
model
(VAR)
to
the
time
series
with
time
lag
of
$P$
:
$$
\tag{1}\vec
x(t)=\sum_{p=1}^P
A_p
\vec
x(t-p)+bias+\epsilon(t)
$$
where
$A$
is
the
coefficient
matrix,
$bias$
is
a