Model: fit_full_transition_2020_2021_to_2022_2023
Speed mode: strict_filtered_core_mechanism_with_transition_models_and_descriptive_stats
Mode note: strict data filter + patent-size cap(<=5) + top-node cap + matrix-based NA-dyad networks + NetSeries(NA.impute='0') + symmetrical formation/persistence specification + main structural path(edges, gwesp) + alternative structural path(edges, gwdsp) + lagged node capability(evcent, tech_size) + static dyadic covariates(proximity, history) + period descriptive statistics + transition-specific full-model coefficients + true single-core execution (no cluster) + GOF only for the mechanisms actually retained in the final model
Formula used: series_transition_2020_2021_to_2022_2023 ~ Form(~edges + gwesp(0.25,      fixed = TRUE) + nodecov("evcent_lag_sqrt") + absdiff("evcent_lag_sqrt") +      nodecov("tech_size_lag_sqrt") + absdiff("tech_size_lag_sqrt") +      edgecov(proximity_mat_transition_2020_2021_to_2022_2023) +      edgecov(history_mat_transition_2020_2021_to_2022_2023)) +      Persist(~edges + gwesp(0.25, fixed = TRUE) + nodecov("evcent_lag_sqrt") +          absdiff("evcent_lag_sqrt") + nodecov("tech_size_lag_sqrt") +          absdiff("tech_size_lag_sqrt") + edgecov(proximity_mat_transition_2020_2021_to_2022_2023) +          edgecov(history_mat_transition_2020_2021_to_2022_2023))
Fixed roster: YES
Structural zero implementation: NA dyads + NetSeries(NA.impute='0')

Call:
ergm(formula = formula_obj, control = control_obj, verbose = TRUE)

Monte Carlo Maximum Likelihood Results:

                                                                   Estimate
Form(1)~edges                                                      -16.6957
Form(1)~gwesp.fixed.0.25                                             4.6908
Form(1)~nodecov.evcent_lag_sqrt                                     -2.4245
Form(1)~absdiff.evcent_lag_sqrt                                     -2.1102
Form(1)~nodecov.tech_size_lag_sqrt                                  -0.4486
Form(1)~absdiff.tech_size_lag_sqrt                                   0.3935
Form(1)~edgecov.proximity_mat_transition_2020_2021_to_2022_2023     -2.5624
Form(1)~edgecov.history_mat_transition_2020_2021_to_2022_2023       24.3112
Persist(1)~edges                                                   -87.3456
Persist(1)~gwesp.fixed.0.25                                          2.6806
Persist(1)~nodecov.evcent_lag_sqrt                                 -90.4571
Persist(1)~absdiff.evcent_lag_sqrt                                  47.0013
Persist(1)~nodecov.tech_size_lag_sqrt                                3.3420
Persist(1)~absdiff.tech_size_lag_sqrt                               -3.1420
Persist(1)~edgecov.proximity_mat_transition_2020_2021_to_2022_2023 -12.2496
Persist(1)~edgecov.history_mat_transition_2020_2021_to_2022_2023   127.9735
                                                                   Std. Error
Form(1)~edges                                                          5.3516
Form(1)~gwesp.fixed.0.25                                               3.8402
Form(1)~nodecov.evcent_lag_sqrt                                        1.5647
Form(1)~absdiff.evcent_lag_sqrt                                        1.7074
Form(1)~nodecov.tech_size_lag_sqrt                                     0.2230
Form(1)~absdiff.tech_size_lag_sqrt                                     0.2202
Form(1)~edgecov.proximity_mat_transition_2020_2021_to_2022_2023        0.5105
Form(1)~edgecov.history_mat_transition_2020_2021_to_2022_2023          2.8397
Persist(1)~edges                                                           NA
Persist(1)~gwesp.fixed.0.25                                                NA
Persist(1)~nodecov.evcent_lag_sqrt                                         NA
Persist(1)~absdiff.evcent_lag_sqrt                                         NA
Persist(1)~nodecov.tech_size_lag_sqrt                                      NA
Persist(1)~absdiff.tech_size_lag_sqrt                                      NA
Persist(1)~edgecov.proximity_mat_transition_2020_2021_to_2022_2023         NA
Persist(1)~edgecov.history_mat_transition_2020_2021_to_2022_2023           NA
                                                                   MCMC % z value
Form(1)~edges                                                           0  -3.120
Form(1)~gwesp.fixed.0.25                                                0   1.221
Form(1)~nodecov.evcent_lag_sqrt                                         0  -1.550
Form(1)~absdiff.evcent_lag_sqrt                                         0  -1.236
Form(1)~nodecov.tech_size_lag_sqrt                                      0  -2.012
Form(1)~absdiff.tech_size_lag_sqrt                                      0   1.787
Form(1)~edgecov.proximity_mat_transition_2020_2021_to_2022_2023         0  -5.019
Form(1)~edgecov.history_mat_transition_2020_2021_to_2022_2023           0   8.561
Persist(1)~edges                                                       NA      NA
Persist(1)~gwesp.fixed.0.25                                            NA      NA
Persist(1)~nodecov.evcent_lag_sqrt                                     NA      NA
Persist(1)~absdiff.evcent_lag_sqrt                                     NA      NA
Persist(1)~nodecov.tech_size_lag_sqrt                                  NA      NA
Persist(1)~absdiff.tech_size_lag_sqrt                                  NA      NA
Persist(1)~edgecov.proximity_mat_transition_2020_2021_to_2022_2023     NA      NA
Persist(1)~edgecov.history_mat_transition_2020_2021_to_2022_2023       NA      NA
                                                                   Pr(>|z|)    
Form(1)~edges                                                       0.00181 ** 
Form(1)~gwesp.fixed.0.25                                            0.22190    
Form(1)~nodecov.evcent_lag_sqrt                                     0.12125    
Form(1)~absdiff.evcent_lag_sqrt                                     0.21648    
Form(1)~nodecov.tech_size_lag_sqrt                                  0.04423 *  
Form(1)~absdiff.tech_size_lag_sqrt                                  0.07399 .  
Form(1)~edgecov.proximity_mat_transition_2020_2021_to_2022_2023     < 1e-04 ***
Form(1)~edgecov.history_mat_transition_2020_2021_to_2022_2023       < 1e-04 ***
Persist(1)~edges                                                         NA    
Persist(1)~gwesp.fixed.0.25                                              NA    
Persist(1)~nodecov.evcent_lag_sqrt                                       NA    
Persist(1)~absdiff.evcent_lag_sqrt                                       NA    
Persist(1)~nodecov.tech_size_lag_sqrt                                    NA    
Persist(1)~absdiff.tech_size_lag_sqrt                                    NA    
Persist(1)~edgecov.proximity_mat_transition_2020_2021_to_2022_2023       NA    
Persist(1)~edgecov.history_mat_transition_2020_2021_to_2022_2023         NA    
---
Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

     Null Deviance: 6190  on 4465  degrees of freedom
 Residual Deviance:  771  on 4449  degrees of freedom
 
AIC: 803  BIC: 905.5  (Smaller is better. MC Std. Err. = 8.673)
