Correlation matrix
| Variables | VIF | (1) | (2) | (3) | (4) | (5) | (6) | (7) |
|---|---|---|---|---|---|---|---|---|
| (1) FSD Score | – | 1 | ||||||
| (2) Number of Forecasts | 1.18 | −0.086*** | 1 | |||||
| (3) Horizon | 1.17 | −0.030*** | 0.113*** | 1 | ||||
| (4) Specificity | 1.00 | −0.032*** | 0.100*** | −0.001 | 1 | |||
| (5) Precision | 1.02 | 0.032*** | 0.373*** | −0.01 | 0.037*** | 1 | ||
| (6) Ln EPU | 1.83 | −0.030*** | −0.023** | 0.078*** | −0.036*** | −0.073*** | 1 | |
| (7) LnSize | 1.23 | −0.322*** | 0.305*** | 0.080*** | 0.339*** | 0.112*** | 0.101*** | 1 |
| (8) Leverage | 1.26 | 0.014*** | 0.072*** | −0.017* | −0.045*** | −0.007 | 0.036*** | −0.141*** |
| (9) MTB | 1.04 | −0.005 | 0.072*** | −0.003 | 0.115*** | 0.099*** | 0.018*** | 0.190*** |
| (10) ROA | 1.65 | −0.199*** | 0.133*** | 0.045*** | 0.237*** | 0.099*** | 0.019*** | 0.359*** |
| (11) CFOA | 1.27 | −0.250*** | 0.155*** | 0.037*** | 0.152*** | 0.086*** | 0.005 | 0.355*** |
| (12) Cash Volatility | 1.40 | 0.171*** | −0.108*** | −0.034*** | −0.147*** | −0.066*** | −0.057*** | −0.328*** |
| (13) Sales Volatility | 1.26 | 0.125*** | −0.119*** | −0.063*** | −0.134*** | −0.070*** | −0.069*** | −0.374*** |
| (14) INVZ | 1.89 | 0.201*** | −0.111*** | −0.046*** | −0.202*** | −0.124*** | −0.009** | −0.388*** |
| (15) GDP Growth | 1.88 | 0.001 | 0.026*** | −0.029*** | 0.078*** | 0.077*** | −0.404*** | 0.048*** |
| (16) VIX | 1.93 | −0.002 | −0.043*** | 0.022** | −0.063*** | −0.062*** | 0.572*** | −0.092*** |
| Variables | VIF | (1) | (2) | (3) | (4) | (5) | (6) | (7) |
|---|---|---|---|---|---|---|---|---|
| (1) FSD Score | – | 1 | ||||||
| (2) Number of Forecasts | 1.18 | −0.086*** | 1 | |||||
| (3) Horizon | 1.17 | −0.030*** | 0.113*** | 1 | ||||
| (4) Specificity | 1.00 | −0.032*** | 0.100*** | −0.001 | 1 | |||
| (5) Precision | 1.02 | 0.032*** | 0.373*** | −0.01 | 0.037*** | 1 | ||
| (6) Ln EPU | 1.83 | −0.030*** | −0.023** | 0.078*** | −0.036*** | −0.073*** | 1 | |
| (7) LnSize | 1.23 | −0.322*** | 0.305*** | 0.080*** | 0.339*** | 0.112*** | 0.101*** | 1 |
| (8) Leverage | 1.26 | 0.014*** | 0.072*** | −0.017* | −0.045*** | −0.007 | 0.036*** | −0.141*** |
| (9) MTB | 1.04 | −0.005 | 0.072*** | −0.003 | 0.115*** | 0.099*** | 0.018*** | 0.190*** |
| (10) ROA | 1.65 | −0.199*** | 0.133*** | 0.045*** | 0.237*** | 0.099*** | 0.019*** | 0.359*** |
| (11) CFOA | 1.27 | −0.250*** | 0.155*** | 0.037*** | 0.152*** | 0.086*** | 0.005 | 0.355*** |
| (12) Cash Volatility | 1.40 | 0.171*** | −0.108*** | −0.034*** | −0.147*** | −0.066*** | −0.057*** | −0.328*** |
| (13) Sales Volatility | 1.26 | 0.125*** | −0.119*** | −0.063*** | −0.134*** | −0.070*** | −0.069*** | −0.374*** |
| (14) INVZ | 1.89 | 0.201*** | −0.111*** | −0.046*** | −0.202*** | −0.124*** | −0.009** | −0.388*** |
| (15) GDP Growth | 1.88 | 0.001 | 0.026*** | −0.029*** | 0.078*** | 0.077*** | −0.404*** | 0.048*** |
| (16) VIX | 1.93 | −0.002 | −0.043*** | 0.022** | −0.063*** | −0.062*** | 0.572*** | −0.092*** |
| Variables | (8) | (9) | (10) | (11) | (12) | (13) | (14) | (15) | (16) |
|---|---|---|---|---|---|---|---|---|---|
| (8) Leverage | 1 | ||||||||
| (9) MTB | −0.127*** | 1 | |||||||
| (10) ROA | −0.431*** | 0.089*** | 1 | ||||||
| (11) CFOA | −0.301*** | 0.046*** | 0.762*** | 1 | |||||
| (12) Cash Volatility | 0.339*** | −0.059*** | −0.570*** | −0.468*** | 1 | ||||
| (13) Sales Volatility | 0.188*** | −0.059*** | −0.343*** | −0.221*** | 0.430*** | 1 | |||
| (14) INVZ | 0.479*** | −0.120*** | −0.746*** | −0.643*** | 0.618*** | 0.361*** | 1 | ||
| (15) GDP Growth | −0.004 | 0.032*** | 0.021*** | −0.007* | 0.007* | −0.017*** | −0.009** | 1 | |
| (16) VIX | 0.004 | −0.046*** | −0.022*** | 0.016*** | −0.001 | 0.039*** | 0.002 | −0.669*** | 1 |
| Variables | (8) | (9) | (10) | (11) | (12) | (13) | (14) | (15) | (16) |
|---|---|---|---|---|---|---|---|---|---|
| (8) Leverage | 1 | ||||||||
| (9) MTB | −0.127*** | 1 | |||||||
| (10) ROA | −0.431*** | 0.089*** | 1 | ||||||
| (11) CFOA | −0.301*** | 0.046*** | 0.762*** | 1 | |||||
| (12) Cash Volatility | 0.339*** | −0.059*** | −0.570*** | −0.468*** | 1 | ||||
| (13) Sales Volatility | 0.188*** | −0.059*** | −0.343*** | −0.221*** | 0.430*** | 1 | |||
| (14) INVZ | 0.479*** | −0.120*** | −0.746*** | −0.643*** | 0.618*** | 0.361*** | 1 | ||
| (15) GDP Growth | −0.004 | 0.032*** | 0.021*** | −0.007* | 0.007* | −0.017*** | −0.009** | 1 | |
| (16) VIX | 0.004 | −0.046*** | −0.022*** | 0.016*** | −0.001 | 0.039*** | 0.002 | −0.669*** | 1 |
Note(s): This table demonstrates the correlation matrix displaying the pairwise correlation coefficients among the variables. ***, **, and * denote levels of significance at 1%, 5%, and 10% respectively. All variables are defined in Appendix 1
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