05 November 2019 2 8K Report

Hi,

There are arguments for and against adjusting data for seasonality before estimating a VAR model (and then Granger causality). I've monthly tourist arrival data for three countries (for 18 years) and interested in spill-over effects or causality among the arrivals. I expect your views on the following.

1. Is seasonal adjustment is compulsory before estimating VAR?

2. If I take 12-month seasonal differenced data without adjusting for seasonality, will it be okay?

Kind regards

Thushara

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