Model

SAR

SDM

SAC

Pooled

Within

Pooled

Within

Pooled

Original Model

Investment Computation index (t − 1)

0.398***

0.427*

0.064

0.065

0.388***

Log Trade openness (t)

0.002*

0.002

0.008***

0.008***

0.002*

Log Trade openness squared (t)

−0.0001

−0.0001

−0.001**

−0.001**

−0.0001

Log Trade openness squared (t − 1)

0.0002

0.0002

0.001

0.001

0.0002

Log Government spending to GDP (t)

0.001

0.001

−0.001

−0.001

0.0010

Log Households Spending to GDP (t)

0.001***

0.001**

0.002*

0.002*

0.001***

Intercept

0.001

Model with Spatial Effects

Investment Computation Indicator (t − 1)

0.313***

0.328***

Log Trade Openness (t)

−0.006**

−0.007***

Log Trade Openness squared (t)

0.001

0.001**

Log Trade Openness (t − 1)

−0.002

−0.002

Human Capital Index (t)

0.003

0.002

Human Capital index (t − 1)

−0.001

−0.002*

Validation Indicators

Spatial Correlation

Rho (ρ)

0.491***

0.449***

0.562***

0.568***

0.506***

Lambda (λ)

−0.056

Spatial Variance

lgt_theta (log θ)

−2.08***

31258

Sigma (σ) squared_e

3.91E−06

3.91E−06***

2.66E−06***

2.7E−06***

4.10

R-squared

78.33%

80.07%

0.84

88.27%

77.78%

Hausman Test

−1.050

0.010

1