{
  "beta": -0.017356873818733697,
  "se_cr2": 0.02034039978753229,
  "t": -0.853320190361875,
  "p_ri": 0.4011,
  "p_min": 0.0001,
  "ci_log": [
    -0.057,
    0.022
  ],
  "ci_contiguous": true,
  "ci_note": null,
  "ci_hits_grid_edge": false,
  "pbar_usd_kwh": 0.1369645189051435,
  "usd_month": -2.118730549129209,
  "usd_ci": [
    -6.822193323701588,
    2.7389017055223173
  ],
  "wild_bootstrap": {
    "beta": -0.017356873818733715,
    "t": -0.8533201903618328,
    "p_wcb": 0.4044,
    "n_boot": 9999
  },
  "n_units": 85,
  "n_high": 27,
  "n_obs": 11305,
  "dropped_regions": [],
  "check1": {
    "name": "pre-trends",
    "wald": 4.093876917197588,
    "p": 0.8955,
    "pass": true,
    "coefs": {
      "2015": 0.004915515909909438,
      "2016": -0.009281927241802226,
      "2017": -0.020049654751386717,
      "2018": -0.013796032757061781,
      "2019": -0.007065480859876688,
      "2020": -0.012209183575689644,
      "2021": -0.013509551301307841,
      "2022": -0.013247156328578839
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    "rambachan_roth": {
      "max_pre_change": 0.014197443151711665,
      "sets": {
        "0.5": [
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          0.02909872157585583
        ],
        "1.0": [
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        "1.5": [
          -0.07829616472756751,
          0.0432961647275675
        ],
        "2.0": [
          -0.08539488630342333,
          0.05039488630342333
        ]
      },
      "breakdown_mbar": 0.0
    }
  },
  "check2": {
    "name": "placebo 2019-01",
    "beta": -0.0037654844148261183,
    "p": 0.7644,
    "pass": true
  },
  "check3": {
    "name": "drop Virginia",
    "branch": "not significant",
    "n_dropped": 1,
    "beta": -0.016224588536635276,
    "p": 0.4346,
    "same_sign": true,
    "pass": true
  },
  "check4": {
    "name": "leave one state out",
    "branch": "not significant",
    "rows": [
      {
        "state_dropped": "AL",
        "beta": -0.01665939881996618,
        "flips": false,
        "p": 0.4208,
        "significant": false
      },
      {
        "state_dropped": "AR",
        "beta": -0.024088497449397374,
        "flips": false,
        "p": 0.2493,
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      },
      {
        "state_dropped": "AZ",
        "beta": -0.01536345641236919,
        "flips": false,
        "p": 0.4635,
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      },
      {
        "state_dropped": "CO",
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      },
      {
        "state_dropped": "FL",
        "beta": -0.015971807771217757,
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        "p": 0.4567,
        "significant": false
      },
      {
        "state_dropped": "GA",
        "beta": -0.01706816027548441,
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        "p": 0.4121,
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      },
      {
        "state_dropped": "IA",
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        "flips": false,
        "p": 0.4734,
        "significant": false
      },
      {
        "state_dropped": "ID",
        "beta": -0.017130983349358253,
        "flips": false,
        "p": 0.4246,
        "significant": false
      },
      {
        "state_dropped": "IN",
        "beta": -0.00616994604954601,
        "flips": false,
        "p": 0.7676,
        "significant": false
      },
      {
        "state_dropped": "KS",
        "beta": -0.02595801946332251,
        "flips": false,
        "p": 0.2141,
        "significant": false
      },
      {
        "state_dropped": "KY",
        "beta": -0.023776145732517476,
        "flips": false,
        "p": 0.2664,
        "significant": false
      },
      {
        "state_dropped": "LA",
        "beta": -0.0172474284818858,
        "flips": false,
        "p": 0.4144,
        "significant": false
      },
      {
        "state_dropped": "MI",
        "beta": -0.019877446154160344,
        "flips": false,
        "p": 0.3451,
        "significant": false
      },
      {
        "state_dropped": "MN",
        "beta": -0.010602611963083607,
        "flips": false,
        "p": 0.6114,
        "significant": false
      },
      {
        "state_dropped": "MO",
        "beta": -0.007364087864283524,
        "flips": false,
        "p": 0.7274,
        "significant": false
      },
      {
        "state_dropped": "MS",
        "beta": -0.01604529863767133,
        "flips": false,
        "p": 0.4443,
        "significant": false
      },
      {
        "state_dropped": "MT",
        "beta": -0.016278273124796464,
        "flips": false,
        "p": 0.4314,
        "significant": false
      },
      {
        "state_dropped": "NC",
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        "p": 0.372,
        "significant": false
      },
      {
        "state_dropped": "ND",
        "beta": -0.01818318429548285,
        "flips": false,
        "p": 0.3855,
        "significant": false
      },
      {
        "state_dropped": "NM",
        "beta": -0.015839474935682635,
        "flips": false,
        "p": 0.4411,
        "significant": false
      },
      {
        "state_dropped": "NV",
        "beta": -0.014221139121020689,
        "flips": false,
        "p": 0.5052,
        "significant": false
      },
      {
        "state_dropped": "OK",
        "beta": -0.01650847024175294,
        "flips": false,
        "p": 0.4467,
        "significant": false
      },
      {
        "state_dropped": "OR",
        "beta": -0.024479576075091942,
        "flips": false,
        "p": 0.2131,
        "significant": false
      },
      {
        "state_dropped": "SC",
        "beta": -0.0231439496214988,
        "flips": false,
        "p": 0.2704,
        "significant": false
      },
      {
        "state_dropped": "SD",
        "beta": -0.017994456643023488,
        "flips": false,
        "p": 0.3932,
        "significant": false
      },
      {
        "state_dropped": "TX",
        "beta": -0.02229712405686504,
        "flips": false,
        "p": 0.2882,
        "significant": false
      },
      {
        "state_dropped": "UT",
        "beta": -0.01809772661326556,
        "flips": false,
        "p": 0.3898,
        "significant": false
      },
      {
        "state_dropped": "VA",
        "beta": -0.016224588536635276,
        "flips": false,
        "p": 0.4346,
        "significant": false
      },
      {
        "state_dropped": "WA",
        "beta": -0.004335883145590406,
        "flips": false,
        "p": 0.834,
        "significant": false
      },
      {
        "state_dropped": "WI",
        "beta": -0.01882442855436403,
        "flips": false,
        "p": 0.3811,
        "significant": false
      },
      {
        "state_dropped": "WY",
        "beta": -0.015340383707987315,
        "flips": false,
        "p": 0.468,
        "significant": false
      }
    ],
    "pass": true
  },
  "robustness": [
    {
      "name": "post date 2025-06",
      "beta": -0.03225911285445081,
      "p": 0.1253,
      "usd": -3.908715325610812,
      "n_units": 85
    },
    {
      "name": "g continuous",
      "beta": -0.15917992707435638,
      "p": 0.1937,
      "usd": null,
      "n_units": 85
    },
    {
      "name": "co-ops and munis added",
      "beta": -0.005522939863731227,
      "p": 0.6283,
      "usd": -0.6781712012118509,
      "n_units": 189
    },
    {
      "name": "weighted by customers",
      "beta": -0.0072679084496155375,
      "p": 0.7509,
      "usd": -0.8916613985547082,
      "n_units": 85
    },
    {
      "name": "unit\u00d7calendar-month effects",
      "beta": -0.016068061918753918,
      "p": 0.4349,
      "usd": -1.9626678179692898,
      "n_units": 85
    },
    {
      "name": "state gas price N3045<ST>3, US fill",
      "beta": -0.015820753321645866,
      "p": 0.4451,
      "usd": -1.9326981166457056,
      "n_units": 85
    },
    {
      "name": "no gas control",
      "beta": -0.01769712655947022,
      "p": 0.3903,
      "usd": -2.159898336223704,
      "n_units": 85
    },
    {
      "name": "final EIA values only",
      "deferred": "EIA has not published final values; PREREGISTRATION \u00a75/\u00a711 re-run this row when it does (needs a `price_final` column)"
    }
  ],
  "decision_row": 6,
  "headline": "So far, we don't see fast-growing business demand pushing household bills above similar areas.",
  "u_star": 5.4101214342971256,
  "runtime_s": 456.64505791664124
}