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 | 264 / 264 | 0.745 | 0.908 | 0.121544 | 0.112298 – 0.130175 | 0 | 0.209224 | 0.200946 – 0.217304 | 0 |
| besu | EOA | 264 / 264 | 0.761 | 0.921 | 0.129253 | 0.120517 – 0.1386 | 0 | 0.217146 | 0.209665 – 0.223968 | 0 |
| besu | Non-existent | 264 / 264 | 0.685 | 0.921 | 0.111504 | 0.102062 – 0.120132 | 0 | 0.206426 | 0.198766 – 0.213094 | 0 |
| besu | Contract (jumpdest) | 264 / 264 | 0.776 | 0.930 | 0.153885 | 0.144496 – 0.16335 | 0 | 0.242933 | 0.235041 – 0.251134 | 0 |
| erigon | Contract | 99 / 99 | 0.911 | 0.977 | 0.2779 | 0.270161 – 0.285249 | 0 | 0.537477 | 0.531002 – 0.543932 | 0 |
| erigon | EOA | 99 / 99 | 0.850 | 0.901 | 0.243244 | 0.234652 – 0.252222 | 0 | 0.308331 | 0.299166 – 0.316046 | 0 |
| erigon | Non-existent | 99 / 99 | 0.851 | 0.945 | 0.240934 | 0.231028 – 0.249652 | 0 | 0.439175 | 0.430771 – 0.446623 | 0 |
| erigon | Contract (jumpdest) | 99 / 99 | 0.903 | 0.938 | 0.290346 | 0.281289 – 0.297965 | 0 | 0.358272 | 0.349582 – 0.365645 | 0 |
| ethrex | Contract | 176 / 176 | 0.992 | 0.989 | 0.0411442 | 0.0406294 – 0.0416823 | 0 | 0.0509508 | 0.0501169 – 0.0517972 | 0 |
| ethrex | EOA | 176 / 176 | 0.992 | 0.990 | 0.0406269 | 0.0401063 – 0.0411432 | 0 | 0.0503341 | 0.0496575 – 0.0510216 | 0 |
| ethrex | Non-existent | 176 / 176 | 0.984 | 0.987 | 0.0258723 | 0.0253288 – 0.0263862 | 0 | 0.0397675 | 0.0391656 – 0.0404726 | 0 |
| ethrex | Contract (jumpdest) | 176 / 176 | 0.992 | 0.987 | 0.11326 | 0.111937 – 0.114529 | 0 | 0.11457 | 0.112819 – 0.116434 | 0 |
| geth | Contract | 165 / 165 | 0.959 | 0.978 | 0.101033 | 0.0978403 – 0.104277 | 0 | 0.192706 | 0.18848 – 0.197329 | 0 |
| geth | EOA | 165 / 165 | 0.955 | 0.974 | 0.0858201 | 0.0829869 – 0.0887833 | 0 | 0.14482 | 0.141323 – 0.148523 | 0 |
| geth | Non-existent | 165 / 165 | 0.956 | 0.980 | 0.100962 | 0.0976638 – 0.104292 | 0 | 0.182748 | 0.178663 – 0.186791 | 0 |
| geth | Contract (jumpdest) | 165 / 165 | 0.952 | 0.977 | 0.0966381 | 0.0936414 – 0.0997339 | 0 | 0.14251 | 0.139202 – 0.146001 | 0 |
| nethermind | Contract | 110 / 110 | 0.915 | 0.935 | 0.0857342 | 0.0811101 – 0.0906812 | 0 | 0.120556 | 0.114796 – 0.125943 | 0 |
| nethermind | EOA | 110 / 110 | 0.882 | 0.892 | 0.0712355 | 0.066854 – 0.0756595 | 0 | 0.10362 | 0.0966169 – 0.110718 | 0 |
| nethermind | Non-existent | 110 / 110 | 0.907 | 0.891 | 0.0711342 | 0.0663358 – 0.0764444 | 0 | 0.111574 | 0.104747 – 0.118954 | 0 |
| nethermind | Contract (jumpdest) | 110 / 110 | 0.971 | 0.956 | 0.136809 | 0.132655 – 0.139554 | 0 | 0.1684 | 0.1661 – 0.170891 | 0 |
| reth | Contract | 198 / 198 | 0.865 | 0.935 | 0.0719562 | 0.0676603 – 0.0762571 | 0 | 0.089455 | 0.0858083 – 0.0929952 | 0 |
| reth | EOA | 198 / 198 | 0.992 | 0.990 | 0.0513819 | 0.0506995 – 0.0521809 | 0 | 0.072921 | 0.0718586 – 0.0740086 | 0 |
| reth | Non-existent | 198 / 198 | 0.991 | 0.991 | 0.0578677 | 0.0571218 – 0.0586792 | 0 | 0.0739003 | 0.0728014 – 0.0750602 | 0 |
| reth | Contract (jumpdest) | 198 / 198 | 0.909 | 0.924 | 0.181014 | 0.17315 – 0.189168 | 0 | 0.197145 | 0.188827 – 0.20568 | 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.