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Latent Space Plot for d = 2 G=5 arms trade data 2023
Processing year: 2023
Summary of Model Fit:
==========================
Summary of model fit
==========================
Formula: net ~ euclidean(d = 2, G = 5)
<environment: 0x000001e5f38524f8>
Attribute: edges
Model: Bernoulli
MCMC sample of size 4000, draws are 10 iterations apart, after burnin of 10000 iterations.
Covariate coefficients posterior means:
Estimate 2.5% 97.5% 2*min(Pr(>0),Pr(<0))
(Intercept) -1.1926 -1.4405 -0.9007 < 2.2e-16 ***
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Overall BIC: 1547.478
Likelihood BIC: 1579.542
Latent space/clustering BIC: -32.06396
Covariate coefficients MKL:
Estimate
(Intercept) -2.450495
Latent Space Plot for d = 2 G=5 arms trade data 2022
Processing year: 2022
Summary of Model Fit:
==========================
Summary of model fit
==========================
Formula: net ~ euclidean(d = 2, G = 5)
<environment: 0x000001e5f2740a68>
Attribute: edges
Model: Bernoulli
MCMC sample of size 4000, draws are 10 iterations apart, after burnin of 10000 iterations.
Covariate coefficients posterior means:
Estimate 2.5% 97.5% 2*min(Pr(>0),Pr(<0))
(Intercept) -1.4810 -1.7897 -1.2652 < 2.2e-16 ***
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Overall BIC: 2108.091
Likelihood BIC: 2028.675
Latent space/clustering BIC: 79.4164
Covariate coefficients MKL:
Estimate
(Intercept) -2.80553
Latent Space Plot for d = 2 G=5 arms trade data 2021
Processing year: 2021
Summary of Model Fit:
==========================
Summary of model fit
==========================
Formula: net ~ euclidean(d = 2, G = 5)
<environment: 0x000001e5f26ea348>
Attribute: edges
Model: Bernoulli
MCMC sample of size 4000, draws are 10 iterations apart, after burnin of 10000 iterations.
Covariate coefficients posterior means:
Estimate 2.5% 97.5% 2*min(Pr(>0),Pr(<0))
(Intercept) -1.7969 -2.0850 -1.5148 < 2.2e-16 ***
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Overall BIC: 2432.028
Likelihood BIC: 2099.329
Latent space/clustering BIC: 332.6995
Covariate coefficients MKL:
Estimate
(Intercept) -3.152117
Latent Space Plot for d = 2 G=5 arms trade data 2020
Processing year: 2020
Summary of Model Fit:
==========================
Summary of model fit
==========================
Formula: net ~ euclidean(d = 2, G = 5)
<environment: 0x000001e5f1aee578>
Attribute: edges
Model: Bernoulli
MCMC sample of size 4000, draws are 10 iterations apart, after burnin of 10000 iterations.
Covariate coefficients posterior means:
Estimate 2.5% 97.5% 2*min(Pr(>0),Pr(<0))
(Intercept) -1.8093 -2.0861 -1.5364 < 2.2e-16 ***
---
Signif. codes: 0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1
Overall BIC: 2421.597
Likelihood BIC: 2042.226
Latent space/clustering BIC: 379.3714
Covariate coefficients MKL:
Estimate
(Intercept) -3.123953