Model: fit_full_transition_2018_2019_to_2020_2021
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_2018_2019_to_2020_2021 ~ 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_2018_2019_to_2020_2021) +      edgecov(history_mat_transition_2018_2019_to_2020_2021)) +      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_2018_2019_to_2020_2021) +          edgecov(history_mat_transition_2018_2019_to_2020_2021))
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                                                      -12.27531
Form(1)~gwesp.fixed.0.25                                             0.14148
Form(1)~nodecov.evcent_lag_sqrt                                     -0.32903
Form(1)~absdiff.evcent_lag_sqrt                                     -0.28362
Form(1)~nodecov.tech_size_lag_sqrt                                  -0.19744
Form(1)~absdiff.tech_size_lag_sqrt                                   0.05858
Form(1)~edgecov.proximity_mat_transition_2018_2019_to_2020_2021     -0.39398
Form(1)~edgecov.history_mat_transition_2018_2019_to_2020_2021        7.17928
Persist(1)~edges                                                   -31.94783
Persist(1)~gwesp.fixed.0.25                                          0.24352
Persist(1)~nodecov.evcent_lag_sqrt                                   9.00821
Persist(1)~absdiff.evcent_lag_sqrt                                   4.14444
Persist(1)~nodecov.tech_size_lag_sqrt                               -0.61746
Persist(1)~absdiff.tech_size_lag_sqrt                                0.16381
Persist(1)~edgecov.proximity_mat_transition_2018_2019_to_2020_2021  -0.14277
Persist(1)~edgecov.history_mat_transition_2018_2019_to_2020_2021     9.06077
                                                                   Std. Error
Form(1)~edges                                                         2.68115
Form(1)~gwesp.fixed.0.25                                              0.43878
Form(1)~nodecov.evcent_lag_sqrt                                       2.73566
Form(1)~absdiff.evcent_lag_sqrt                                       3.01601
Form(1)~nodecov.tech_size_lag_sqrt                                    0.18720
Form(1)~absdiff.tech_size_lag_sqrt                                    0.21189
Form(1)~edgecov.proximity_mat_transition_2018_2019_to_2020_2021       0.32388
Form(1)~edgecov.history_mat_transition_2018_2019_to_2020_2021         1.06186
Persist(1)~edges                                                     15.48772
Persist(1)~gwesp.fixed.0.25                                           0.66280
Persist(1)~nodecov.evcent_lag_sqrt                                   14.29345
Persist(1)~absdiff.evcent_lag_sqrt                                   17.47896
Persist(1)~nodecov.tech_size_lag_sqrt                                 0.66800
Persist(1)~absdiff.tech_size_lag_sqrt                                 0.62928
Persist(1)~edgecov.proximity_mat_transition_2018_2019_to_2020_2021    1.37507
Persist(1)~edgecov.history_mat_transition_2018_2019_to_2020_2021      2.83568
                                                                   MCMC % z value
Form(1)~edges                                                           0  -4.578
Form(1)~gwesp.fixed.0.25                                                0   0.322
Form(1)~nodecov.evcent_lag_sqrt                                         0  -0.120
Form(1)~absdiff.evcent_lag_sqrt                                         0  -0.094
Form(1)~nodecov.tech_size_lag_sqrt                                      0  -1.055
Form(1)~absdiff.tech_size_lag_sqrt                                      0   0.276
Form(1)~edgecov.proximity_mat_transition_2018_2019_to_2020_2021         1  -1.216
Form(1)~edgecov.history_mat_transition_2018_2019_to_2020_2021           0   6.761
Persist(1)~edges                                                        0  -2.063
Persist(1)~gwesp.fixed.0.25                                             0   0.367
Persist(1)~nodecov.evcent_lag_sqrt                                      0   0.630
Persist(1)~absdiff.evcent_lag_sqrt                                      0   0.237
Persist(1)~nodecov.tech_size_lag_sqrt                                   0  -0.924
Persist(1)~absdiff.tech_size_lag_sqrt                                   0   0.260
Persist(1)~edgecov.proximity_mat_transition_2018_2019_to_2020_2021      0  -0.104
Persist(1)~edgecov.history_mat_transition_2018_2019_to_2020_2021        0   3.195
                                                                   Pr(>|z|)    
Form(1)~edges                                                        <1e-04 ***
Form(1)~gwesp.fixed.0.25                                             0.7471    
Form(1)~nodecov.evcent_lag_sqrt                                      0.9043    
Form(1)~absdiff.evcent_lag_sqrt                                      0.9251    
Form(1)~nodecov.tech_size_lag_sqrt                                   0.2916    
Form(1)~absdiff.tech_size_lag_sqrt                                   0.7822    
Form(1)~edgecov.proximity_mat_transition_2018_2019_to_2020_2021      0.2238    
Form(1)~edgecov.history_mat_transition_2018_2019_to_2020_2021        <1e-04 ***
Persist(1)~edges                                                     0.0391 *  
Persist(1)~gwesp.fixed.0.25                                          0.7133    
Persist(1)~nodecov.evcent_lag_sqrt                                   0.5285    
Persist(1)~absdiff.evcent_lag_sqrt                                   0.8126    
Persist(1)~nodecov.tech_size_lag_sqrt                                0.3553    
Persist(1)~absdiff.tech_size_lag_sqrt                                0.7946    
Persist(1)~edgecov.proximity_mat_transition_2018_2019_to_2020_2021   0.9173    
Persist(1)~edgecov.history_mat_transition_2018_2019_to_2020_2021     0.0014 ** 
---
Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

     Null Deviance: 5930.6  on 4278  degrees of freedom
 Residual Deviance:  173.4  on 4262  degrees of freedom
 
AIC: 205.4  BIC: 307.1  (Smaller is better. MC Std. Err. = 5.12)
