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. 2021 Mar 19;8(2):145–151. doi: 10.1016/j.ijnss.2021.03.010

Table 2.

Pedroni residual co-integration test (Nordic region in a 40-day period of the first wave of pandemic).

Variables Deterministic trend specification Methods No weight
Weighted
Conclusion
Statistic P Statistic P
Daily deaths & social distancing Individual intercept & trend Panel PP-Statistic −3.56 <0.001 −2.63 0.004 Co-integrated
Panel ADF-Statistic −4.22 <0.001 −4.79 <0.001
Group PP-Statistic −2.60 0.004
Group ADF-Statistic −4.21 <0.001
Daily infections & social distancing Individual intercept Panel PP-Statistic −2.79 0.002 −2.67 0.003 Co-integrated
Panel ADF-Statistic −1.40 0.080 −1.66 0.048
Group PP-Statistic −3.46 <0.001
Group ADF-Statistic −1.50 0.065
All hospital beds needed & social distancing No intercept & no trend Panel PP-Statistic −3.92 <0.001 −4.05 <0.001 Co-integrated
Panel ADF-Statistic −2.63 0.004 −1.31 0.094
Group PP-Statistic −4.74 <0.001
Group ADF-Statistic −2.91 0.001
ICU beds needed & social distancing No intercept & no trend Panel PP-Statistic −4.02 <0.001 −4.23 <0.001 Co-integrated
Panel ADF-Statistic −2.54 0.005 −2.07 0.019
Group PP-Statistic −5.64 <0.001
Group ADF-Statistic −3.35 <0.001
Beds needed in infection wards & social distancing No intercept & no trend Panel PP-Statistic −4.02 <0.001 −4.10 <0.001 Co-integrated
Panel ADF-Statistic −2.92 0.001 −1.48 0.068
Group PP-Statistic −4.79 <0.001
Group ADF-Statistic −2.59 0.004
Nurses needed in ICUs & social distancing No intercept & no trend Panel PP-Statistic −3.48 <0.001 −3.61 <0.001 Co-integrated
Panel ADF-Statistic −2.92 0.001 −1.97 0.024
Group PP-Statistic −4.52 <0.001
Group ADF-Statistic −4.18 <0.001
Nurses needed in infection wards & social distancing No intercept & no trend Panel PP-Statistic −4.75 <0.001 −4.58 <0.001 Co-integrated
Panel ADF-Statistic −3.74 <0.001 −3.00 0.001
Group PP-Statistic −5.86 <0.001
Group ADF-Statistic −3.61 <0.001

Notes: Null Hypothesis of Pedroni test: No cointegration. Trend assumption was the existence of no deterministic trend. Automatic lag length selection used based on SIC with a max lag of 9. Newey-West automatic used to estimate bandwidth and Bartlett was calculated by kernel.