Model fit detail
The underlying NNLS fit behind every row on the
dashboard and its
proposed gas detail page: each (client, case)
is two independent fits — one on the zero-value transfers, one on the value
transfers — so each regime has its own slope
(→ ZERO_VALUE_TRANSFER / VALUE_TRANSFER).
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| Client | Case | nobs (zero / value) | R² zero | R² value | slope zero | slope CI zero | p zero | slope value | slope CI value | p value |
|---|---|---|---|---|---|---|---|---|---|---|
| besu | Contract | 660 / 660 | 0.817 | 0.891 | 0.134462 | 0.129385 – 0.139353 | 0 | 0.205391 | 0.199913 – 0.211602 | 0 |
| besu | EOA | 660 / 660 | 0.831 | 0.837 | 0.133315 | 0.128494 – 0.13778 | 0 | 0.19332 | 0.186586 – 0.20039 | 0 |
| besu | Non-existent | 660 / 660 | 0.786 | 0.904 | 0.118403 | 0.113591 – 0.123198 | 0 | 0.197515 | 0.192358 – 0.203004 | 0 |
| besu | Contract (jumpdest) | 660 / 660 | 0.818 | 0.789 | 0.152334 | 0.146573 – 0.157991 | 0 | 0.206548 | 0.198054 – 0.214469 | 0 |
| erigon | Contract | 341 / 341 | 0.847 | 0.880 | 0.257324 | 0.251643 – 0.262497 | 0 | 0.554032 | 0.54637 – 0.561563 | 0 |
| erigon | EOA | 341 / 341 | 0.798 | 0.871 | 0.228842 | 0.223033 – 0.234561 | 0 | 0.319797 | 0.313672 – 0.325462 | 0 |
| erigon | Non-existent | 341 / 341 | 0.794 | 0.910 | 0.226251 | 0.220051 – 0.231733 | 0 | 0.44162 | 0.43551 – 0.447568 | 0 |
| erigon | Contract (jumpdest) | 341 / 341 | 0.870 | 0.892 | 0.280954 | 0.275633 – 0.285874 | 0 | 0.343908 | 0.337829 – 0.349293 | 0 |
| ethrex | Contract | 484 / 484 | 0.843 | 0.988 | 0.0217597 | 0.0210335 – 0.0224578 | 0 | 0.0491545 | 0.0486517 – 0.0496373 | 0 |
| ethrex | EOA | 484 / 484 | 0.839 | 0.987 | 0.0211327 | 0.0204137 – 0.0218072 | 0 | 0.0488561 | 0.0483663 – 0.049335 | 0 |
| ethrex | Non-existent | 484 / 484 | 0.980 | 0.989 | 0.0278016 | 0.0274514 – 0.0281242 | 0 | 0.046143 | 0.045746 – 0.0465751 | 0 |
| ethrex | Contract (jumpdest) | 484 / 484 | 0.978 | 0.989 | 0.102309 | 0.100795 – 0.103696 | 0 | 0.118112 | 0.116836 – 0.119363 | 0 |
| geth | Contract | 462 / 462 | 0.948 | 0.975 | 0.10165 | 0.099556 – 0.10363 | 0 | 0.193126 | 0.190371 – 0.195971 | 0 |
| geth | EOA | 462 / 462 | 0.941 | 0.968 | 0.0866824 | 0.0847285 – 0.0887031 | 0 | 0.144058 | 0.141761 – 0.146276 | 0 |
| geth | Non-existent | 462 / 462 | 0.953 | 0.972 | 0.100364 | 0.09848 – 0.1023 | 0 | 0.182675 | 0.180071 – 0.185411 | 0 |
| geth | Contract (jumpdest) | 462 / 462 | 0.941 | 0.969 | 0.0983688 | 0.096192 – 0.100545 | 0 | 0.145078 | 0.142878 – 0.147407 | 0 |
| nethermind | Contract | 396 / 396 | 0.913 | 0.912 | 0.0785545 | 0.0759884 – 0.0810442 | 0 | 0.120536 | 0.116844 – 0.124586 | 0 |
| nethermind | EOA | 396 / 396 | 0.853 | 0.887 | 0.0711165 | 0.068089 – 0.0749773 | 0 | 0.0995535 | 0.0957556 – 0.103023 | 0 |
| nethermind | Non-existent | 396 / 396 | 0.887 | 0.893 | 0.0683634 | 0.0661416 – 0.0705673 | 0 | 0.106405 | 0.102721 – 0.109828 | 0 |
| nethermind | Contract (jumpdest) | 396 / 396 | 0.966 | 0.958 | 0.137521 | 0.135283 – 0.138353 | 0 | 0.163576 | 0.161169 – 0.164771 | 0 |
| reth | Contract | 572 / 572 | 0.961 | 0.985 | 0.0441981 | 0.0433 – 0.0450256 | 0 | 0.0706003 | 0.0699058 – 0.0712909 | 0 |
| reth | EOA | 572 / 572 | 0.967 | 0.983 | 0.0415404 | 0.040881 – 0.0421771 | 0 | 0.0670088 | 0.0662395 – 0.0677344 | 0 |
| reth | Non-existent | 572 / 572 | 0.953 | 0.984 | 0.0409899 | 0.0401519 – 0.0417824 | 0 | 0.0666106 | 0.0658622 – 0.0673196 | 0 |
| reth | Contract (jumpdest) | 572 / 572 | 0.981 | 0.989 | 0.0669685 | 0.0661491 – 0.0677184 | 0 | 0.0907538 | 0.0898742 – 0.0915103 | 0 |
p-values are bootstrap boundary tests, not conventional two-sided p-values: each is the fraction of resamples in which the coefficient collapses to zero, so a strong, clearly non-zero driver reads 0. See the methodology for details; the confidence intervals are the better guide to precision.