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  • VECM diagnostics and tests

    Dear all,

    I have four variables, one of which is the price of crude oil and the other three variable are three different freight rates.
    I want to analyze the relationship between these four variables, so I try to use VAR or VECM model.

    I divide the sample into
    1. A sample of all time (from 2017/1/1 ~ 2022/12/31)
    2. Before the outbreak of pandemic (from 2017/1/1 ~ 2019/12/31)
    3. After the outbreak of pandemic (from 2020/1/1 ~ 2022/12/31)

    After the Johansen co-integration test, it was found that they all have co-integration relationship, so I used the VECM model.

    However, when I use the command

    Code:
    vecnorm, jbera
    the three samples all reject the null hypothesis, which means that the samples do not conform to normality.

    And the command
    Code:
    vecstable
    shows The VECM specification imposes a (or 2) unit moduli.

    Code:
    veclmar
    also shows rejection no autocorrelation at lag order


    These problems have troubled me for a long time. How can I fix these issues?


    Thanks in advance!
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