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The Official Journal of the Pan-Pacific Association of Input-Output Studies (PAPAIOS)

Table 1 Results for unit roots and stationarity tests

From: A wavelet analysis of Italian fiscal sustainability

Variable

Unit root and stationarity tests

ADF

Leybourne

DF-GLS

ERS

PP

KPSS

KSSUR

KSUR

B

− 2.049 (− 2.887)

− 1.800 (− 2.375)

− 0.860 (− 2.066)

− 0.860 (− 1.858)

− 1.809 (− 2.887)

0.743*** (0.463)

− 2.185 (− 2.655)

− 2.024* (− 2.109)

PD

− 4.193*** (− 2.887)

− 4.142*** (− 2.500)

− 3.512*** (− 2.066)

− 4.149*** (− 1.915)

− 3.154** (− 2.887)

0.418* (0.463)

− 6.218*** (− 2.655)

− 6.174*** (− 2.109)

ΔB

− 7.187*** (− 2.887)

− 7.783*** (− 2.608)

− 2.726*** (− 2.067)

− 2.726*** (− 1.858)

− 8.567*** (− 2.887)

0.148 (0.463)

− 3.003** (− 2.653)

− 3.285*** (− 2.109)

  1. Deterministic component: constant. When it is required, the lag length is chosen according to the SBIC. 5% Critical values are given in parentheses
  2. ADF augmented Dickey–Fuller test, DF-GLS Dickey–Fuller GLS test, ERS Elliott, Rothenberg, and Stock test, PP Phillips–Perron test, KPSS Kwiatkowski, Phillips, Schmidt, and Shin test, KSSUR Kapetanios, Shin, and Snell test, KSUR Kapetanios and Shin test
  3. ***p < 0.01, **p < 0.05, *p < 0.10