Model: fit_capability_lagged_nodecov
Speed mode: strict_filtered_core_mechanism_transition_reduced_to_chinese_paper_variables
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 ~ 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")) + 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"))
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 Std. Error MCMC % z value
Form(1)~edges                         -9.543615   0.341324      0 -27.961
Form(1)~gwesp.fixed.0.25               1.841130   0.234796      0   7.841
Form(1)~nodecov.evcent_lag_sqrt        4.327533   0.226149      0  19.136
Form(1)~absdiff.evcent_lag_sqrt        2.574763   0.179360      1  14.355
Form(1)~nodecov.tech_size_lag_sqrt    -0.013172   0.010413      0  -1.265
Form(1)~absdiff.tech_size_lag_sqrt     0.002339   0.012146      0   0.193
Persist(1)~edges                      -4.614184   0.654922      0  -7.045
Persist(1)~gwesp.fixed.0.25            1.140128   0.264406      0   4.312
Persist(1)~nodecov.evcent_lag_sqrt     2.675187   0.523303      0   5.112
Persist(1)~absdiff.evcent_lag_sqrt     2.271316   0.769624      0   2.951
Persist(1)~nodecov.tech_size_lag_sqrt  0.009818   0.010147      0   0.968
Persist(1)~absdiff.tech_size_lag_sqrt -0.002509   0.013527      0  -0.185
                                      Pr(>|z|)    
Form(1)~edges                          < 1e-04 ***
Form(1)~gwesp.fixed.0.25               < 1e-04 ***
Form(1)~nodecov.evcent_lag_sqrt        < 1e-04 ***
Form(1)~absdiff.evcent_lag_sqrt        < 1e-04 ***
Form(1)~nodecov.tech_size_lag_sqrt     0.20588    
Form(1)~absdiff.tech_size_lag_sqrt     0.84731    
Persist(1)~edges                       < 1e-04 ***
Persist(1)~gwesp.fixed.0.25            < 1e-04 ***
Persist(1)~nodecov.evcent_lag_sqrt     < 1e-04 ***
Persist(1)~absdiff.evcent_lag_sqrt     0.00317 ** 
Persist(1)~nodecov.tech_size_lag_sqrt  0.33322    
Persist(1)~absdiff.tech_size_lag_sqrt  0.85285    
---
Signif. codes:  0 ‘***’ 0.001 ‘**’ 0.01 ‘*’ 0.05 ‘.’ 0.1 ‘ ’ 1

     Null Deviance: 23377  on 16863  degrees of freedom
 Residual Deviance:  5886  on 16851  degrees of freedom
 
AIC: 5910  BIC: 6003  (Smaller is better. MC Std. Err. = 16)
