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            "mean_ret": -0.1212,
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            "mean_ret": -0.0797,
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      "name": "Total",
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        "WR_3H_IS_>85%": {
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        "WR_3H_OOS_>85%": {
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      "quintile_1H_OOS": {
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      "quintile_3H_IS": {
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      "BEAR_WR_1H_IS_<35%": {
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      "BEAR_WR_1H_OOS_<35%": {
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      "BEAR_WR_3H_IS_<35%": {
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      "BEAR_WR_3H_OOS_<35%": {
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      "BEAR_WR_1H_IS_<30%": {
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      "BEAR_WR_1H_OOS_<30%": {
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      "BEAR_WR_3H_IS_<30%": {
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      "BEAR_WR_3H_OOS_<30%": {
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      "BEAR_WR_1H_IS_<25%": {
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      "BEAR_WR_1H_OOS_<25%": {
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      "BEAR_WR_3H_IS_<25%": {
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      "BEAR_WR_3H_OOS_<25%": {
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      "BEAR_WR_1H_IS_<20%": {
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      "BEAR_WR_1H_OOS_<20%": {
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      "BEAR_WR_3H_IS_<20%": {
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      "BEAR_WR_3H_OOS_<20%": {
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      "BEAR_WR_1H_OOS_<15%": {
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      "BEAR_WR_3H_IS_<15%": {
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      "BEAR_WR_3H_OOS_<15%": {
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      "BEAR_WR_3H_IS_<35%": {
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        "wr": 0.5802,
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      "BEAR_WR_3H_IS_<35%": {
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      "BEAR_WR_3H_OOS_<35%": {
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      "BEAR_WR_1H_IS_<30%": {
        "wr": 0.614,
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      "BEAR_WR_1H_OOS_<30%": {
        "wr": 0.6471,
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      "BEAR_WR_3H_IS_<30%": {
        "wr": 0.614,
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      "BEAR_WR_3H_OOS_<30%": {
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      "BEAR_WR_1H_IS_<25%": {
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      "BEAR_WR_1H_OOS_<25%": {
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      "BEAR_WR_3H_IS_<25%": {
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      "BEAR_WR_3H_OOS_<25%": {
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      "BEAR_WR_1H_IS_<20%": {
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        "n": 30
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      "BEAR_WR_1H_OOS_<20%": {
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      "BEAR_WR_3H_IS_<20%": {
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      "BEAR_WR_3H_OOS_<20%": {
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      "BEAR_WR_1H_IS_<15%": {
        "wr": 0.7333,
        "n": 15
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      "BEAR_WR_1H_OOS_<15%": {
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      "BEAR_WR_3H_IS_<15%": {
        "wr": 0.7333,
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      },
      "BEAR_WR_3H_OOS_<15%": {
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        "n": 0
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      "quintile_1H_IS": {
        "quintiles": {
          "1": {
            "mean_ret": -0.1155,
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          },
          "2": {
            "mean_ret": -0.087,
            "n": 41
          },
          "3": {
            "mean_ret": -0.1274,
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          "5": {
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        },
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        "monotonicity": 0.75
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      "quintile_1H_OOS": {
        "quintiles": {
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            "mean_ret": -0.0119,
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      "quintile_3H_IS": {
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            "mean_ret": -0.1222,
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        },
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      "quintile_3H_OOS": {
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    "ProCustomer": {
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      "BULL_WR_1H_OOS_>75%": {
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      "BULL_WR_3H_IS_>75%": {
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      "BULL_WR_3H_OOS_>75%": {
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      "BULL_WR_1H_IS_>80%": {
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      "BULL_WR_1H_OOS_>80%": {
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      "BULL_WR_3H_IS_>80%": {
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      "BULL_WR_3H_OOS_>80%": {
        "wr": null,
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      "BULL_WR_1H_IS_>85%": {
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        "n": 0
      },
      "BULL_WR_1H_OOS_>85%": {
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        "n": 0
      },
      "BULL_WR_3H_IS_>85%": {
        "wr": null,
        "n": 0
      },
      "BULL_WR_3H_OOS_>85%": {
        "wr": null,
        "n": 0
      },
      "BEAR_WR_1H_IS_<35%": {
        "wr": 0.6048,
        "n": 124
      },
      "BEAR_WR_1H_OOS_<35%": {
        "wr": 0.4545,
        "n": 77
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      "BEAR_WR_3H_IS_<35%": {
        "wr": 0.5484,
        "n": 124
      },
      "BEAR_WR_3H_OOS_<35%": {
        "wr": 0.473,
        "n": 74
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      "BEAR_WR_1H_IS_<30%": {
        "wr": 0.6095,
        "n": 105
      },
      "BEAR_WR_1H_OOS_<30%": {
        "wr": 0.5077,
        "n": 65
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      "BEAR_WR_3H_IS_<30%": {
        "wr": 0.5619,
        "n": 105
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      "BEAR_WR_3H_OOS_<30%": {
        "wr": 0.4762,
        "n": 63
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      "BEAR_WR_1H_IS_<25%": {
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        "n": 89
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      "BEAR_WR_1H_OOS_<25%": {
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        "n": 51
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      "BEAR_WR_3H_IS_<25%": {
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        "n": 89
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      "BEAR_WR_3H_OOS_<25%": {
        "wr": 0.449,
        "n": 49
      },
      "BEAR_WR_1H_IS_<20%": {
        "wr": 0.6,
        "n": 65
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      "BEAR_WR_1H_OOS_<20%": {
        "wr": 0.4474,
        "n": 38
      },
      "BEAR_WR_3H_IS_<20%": {
        "wr": 0.5846,
        "n": 65
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      "BEAR_WR_3H_OOS_<20%": {
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        "n": 37
      },
      "BEAR_WR_1H_IS_<15%": {
        "wr": 0.641,
        "n": 39
      },
      "BEAR_WR_1H_OOS_<15%": {
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        "n": 18
      },
      "BEAR_WR_3H_IS_<15%": {
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        "n": 39
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      "BEAR_WR_3H_OOS_<15%": {
        "wr": 0.4444,
        "n": 18
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      "quintile_1H_IS": {
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            "mean_ret": -0.077,
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          },
          "2": {
            "mean_ret": -0.1268,
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          },
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          },
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          },
          "5": {
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        },
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          "2": {
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          "3": {
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          "4": {
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          "5": {
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            "mean_ret": -0.1551,
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          "2": {
            "mean_ret": -0.0782,
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          "3": {
            "mean_ret": -0.0778,
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          },
          "4": {
            "mean_ret": 0.0496,
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          },
          "5": {
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        },
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            "mean_ret": -0.0511,
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          },
          "2": {
            "mean_ret": -0.059,
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          },
          "3": {
            "mean_ret": 0.0331,
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          },
          "4": {
            "mean_ret": 0.0859,
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          "5": {
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        },
        "q5_minus_q1": 0.3278,
        "monotonicity": 0.75
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    },
    "BrokerDealer": {
      "name": "BrokerDealer",
      "IC_1H_IS": 0.0808,
      "IC_1H_OOS": 0.2139,
      "IC_3H_IS": 0.0778,
      "IC_3H_OOS": 0.2326,
      "IC_EOD_IS": 0.0271,
      "IC_EOD_OOS": 0.1393,
      "BULL_WR_1H_IS_>65%": {
        "wr": 0.5476,
        "n": 42
      },
      "BULL_WR_1H_OOS_>65%": {
        "wr": 0.625,
        "n": 8
      },
      "BULL_WR_3H_IS_>65%": {
        "wr": 0.5714,
        "n": 42
      },
      "BULL_WR_3H_OOS_>65%": {
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        "n": 8
      },
      "BULL_WR_1H_IS_>70%": {
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        "n": 35
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      "BULL_WR_1H_OOS_>70%": {
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      },
      "BULL_WR_3H_IS_>70%": {
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        "n": 35
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      "BULL_WR_3H_OOS_>70%": {
        "wr": 0.8,
        "n": 5
      },
      "BULL_WR_1H_IS_>75%": {
        "wr": 0.5172,
        "n": 29
      },
      "BULL_WR_1H_OOS_>75%": {
        "wr": null,
        "n": 0
      },
      "BULL_WR_3H_IS_>75%": {
        "wr": 0.5862,
        "n": 29
      },
      "BULL_WR_3H_OOS_>75%": {
        "wr": null,
        "n": 0
      },
      "BULL_WR_1H_IS_>80%": {
        "wr": 0.5,
        "n": 22
      },
      "BULL_WR_1H_OOS_>80%": {
        "wr": null,
        "n": 0
      },
      "BULL_WR_3H_IS_>80%": {
        "wr": 0.5909,
        "n": 22
      },
      "BULL_WR_3H_OOS_>80%": {
        "wr": null,
        "n": 0
      },
      "BULL_WR_1H_IS_>85%": {
        "wr": 0.6,
        "n": 15
      },
      "BULL_WR_1H_OOS_>85%": {
        "wr": null,
        "n": 0
      },
      "BULL_WR_3H_IS_>85%": {
        "wr": 0.6,
        "n": 15
      },
      "BULL_WR_3H_OOS_>85%": {
        "wr": null,
        "n": 0
      },
      "BEAR_WR_1H_IS_<35%": {
        "wr": 0.6082,
        "n": 97
      },
      "BEAR_WR_1H_OOS_<35%": {
        "wr": 0.4762,
        "n": 84
      },
      "BEAR_WR_3H_IS_<35%": {
        "wr": 0.5361,
        "n": 97
      },
      "BEAR_WR_3H_OOS_<35%": {
        "wr": 0.4444,
        "n": 81
      },
      "BEAR_WR_1H_IS_<30%": {
        "wr": 0.5854,
        "n": 82
      },
      "BEAR_WR_1H_OOS_<30%": {
        "wr": 0.5205,
        "n": 73
      },
      "BEAR_WR_3H_IS_<30%": {
        "wr": 0.5488,
        "n": 82
      },
      "BEAR_WR_3H_OOS_<30%": {
        "wr": 0.4571,
        "n": 70
      },
      "BEAR_WR_1H_IS_<25%": {
        "wr": 0.5797,
        "n": 69
      },
      "BEAR_WR_1H_OOS_<25%": {
        "wr": 0.5094,
        "n": 53
      },
      "BEAR_WR_3H_IS_<25%": {
        "wr": 0.5217,
        "n": 69
      },
      "BEAR_WR_3H_OOS_<25%": {
        "wr": 0.48,
        "n": 50
      },
      "BEAR_WR_1H_IS_<20%": {
        "wr": 0.6207,
        "n": 58
      },
      "BEAR_WR_1H_OOS_<20%": {
        "wr": 0.525,
        "n": 40
      },
      "BEAR_WR_3H_IS_<20%": {
        "wr": 0.569,
        "n": 58
      },
      "BEAR_WR_3H_OOS_<20%": {
        "wr": 0.5135,
        "n": 37
      },
      "BEAR_WR_1H_IS_<15%": {
        "wr": 0.5789,
        "n": 38
      },
      "BEAR_WR_1H_OOS_<15%": {
        "wr": 0.5,
        "n": 30
      },
      "BEAR_WR_3H_IS_<15%": {
        "wr": 0.6053,
        "n": 38
      },
      "BEAR_WR_3H_OOS_<15%": {
        "wr": 0.5357,
        "n": 28
      },
      "quintile_1H_IS": {
        "quintiles": {
          "1": {
            "mean_ret": -0.069,
            "n": 41
          },
          "2": {
            "mean_ret": -0.0914,
            "n": 41
          },
          "3": {
            "mean_ret": -0.0764,
            "n": 41
          },
          "4": {
            "mean_ret": -0.1172,
            "n": 41
          },
          "5": {
            "mean_ret": 0.0041,
            "n": 41
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        },
        "q5_minus_q1": 0.0731,
        "monotonicity": 0.5
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      "quintile_1H_OOS": {
        "quintiles": {
          "1": {
            "mean_ret": 0.0192,
            "n": 28
          },
          "2": {
            "mean_ret": -0.0975,
            "n": 27
          },
          "3": {
            "mean_ret": 0.0426,
            "n": 28
          },
          "4": {
            "mean_ret": 0.0429,
            "n": 27
          },
          "5": {
            "mean_ret": 0.1983,
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        },
        "q5_minus_q1": 0.179,
        "monotonicity": 0.75
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      "quintile_3H_IS": {
        "quintiles": {
          "1": {
            "mean_ret": -0.1158,
            "n": 41
          },
          "2": {
            "mean_ret": -0.0585,
            "n": 41
          },
          "3": {
            "mean_ret": -0.036,
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          },
          "4": {
            "mean_ret": -0.214,
            "n": 41
          },
          "5": {
            "mean_ret": 0.0089,
            "n": 41
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        },
        "q5_minus_q1": 0.1247,
        "monotonicity": 0.75
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      "quintile_3H_OOS": {
        "quintiles": {
          "1": {
            "mean_ret": -0.0258,
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          },
          "2": {
            "mean_ret": -0.1264,
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          },
          "3": {
            "mean_ret": 0.0903,
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          },
          "4": {
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          "5": {
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        },
        "q5_minus_q1": 0.2819,
        "monotonicity": 0.75
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    },
    "Total": {
      "name": "Total",
      "IC_1H_IS": -0.0178,
      "IC_1H_OOS": -0.0151,
      "IC_3H_IS": -0.0341,
      "IC_3H_OOS": 0.0117,
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      "IC_EOD_OOS": -0.0496,
      "BULL_WR_1H_IS_>65%": {
        "wr": 0.3571,
        "n": 14
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      "BULL_WR_1H_OOS_>65%": {
        "wr": 0.5,
        "n": 28
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      "BULL_WR_3H_IS_>65%": {
        "wr": 0.5,
        "n": 14
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      "BULL_WR_3H_OOS_>65%": {
        "wr": 0.6071,
        "n": 28
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      "BULL_WR_1H_IS_>70%": {
        "wr": 0.2857,
        "n": 7
      },
      "BULL_WR_1H_OOS_>70%": {
        "wr": 0.5,
        "n": 22
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      "BULL_WR_3H_IS_>70%": {
        "wr": 0.2857,
        "n": 7
      },
      "BULL_WR_3H_OOS_>70%": {
        "wr": 0.5909,
        "n": 22
      },
      "BULL_WR_1H_IS_>75%": {
        "wr": null,
        "n": 0
      },
      "BULL_WR_1H_OOS_>75%": {
        "wr": 0.5385,
        "n": 13
      },
      "BULL_WR_3H_IS_>75%": {
        "wr": null,
        "n": 0
      },
      "BULL_WR_3H_OOS_>75%": {
        "wr": 0.6154,
        "n": 13
      },
      "BULL_WR_1H_IS_>80%": {
        "wr": null,
        "n": 0
      },
      "BULL_WR_1H_OOS_>80%": {
        "wr": 0.3333,
        "n": 6
      },
      "BULL_WR_3H_IS_>80%": {
        "wr": null,
        "n": 0
      },
      "BULL_WR_3H_OOS_>80%": {
        "wr": 0.3333,
        "n": 6
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      "BULL_WR_1H_IS_>85%": {
        "wr": null,
        "n": 0
      },
      "BULL_WR_1H_OOS_>85%": {
        "wr": null,
        "n": 0
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      "BULL_WR_3H_IS_>85%": {
        "wr": null,
        "n": 0
      },
      "BULL_WR_3H_OOS_>85%": {
        "wr": null,
        "n": 0
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      "BEAR_WR_1H_IS_<35%": {
        "wr": 0.5512,
        "n": 127
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      "BEAR_WR_1H_OOS_<35%": {
        "wr": 0.4328,
        "n": 67
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      "BEAR_WR_3H_IS_<35%": {
        "wr": 0.4882,
        "n": 127
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      "BEAR_WR_3H_OOS_<35%": {
        "wr": 0.3906,
        "n": 64
      },
      "BEAR_WR_1H_IS_<30%": {
        "wr": 0.5437,
        "n": 103
      },
      "BEAR_WR_1H_OOS_<30%": {
        "wr": 0.4286,
        "n": 56
      },
      "BEAR_WR_3H_IS_<30%": {
        "wr": 0.4854,
        "n": 103
      },
      "BEAR_WR_3H_OOS_<30%": {
        "wr": 0.3962,
        "n": 53
      },
      "BEAR_WR_1H_IS_<25%": {
        "wr": 0.4944,
        "n": 89
      },
      "BEAR_WR_1H_OOS_<25%": {
        "wr": 0.46,
        "n": 50
      },
      "BEAR_WR_3H_IS_<25%": {
        "wr": 0.4607,
        "n": 89
      },
      "BEAR_WR_3H_OOS_<25%": {
        "wr": 0.4468,
        "n": 47
      },
      "BEAR_WR_1H_IS_<20%": {
        "wr": 0.5254,
        "n": 59
      },
      "BEAR_WR_1H_OOS_<20%": {
        "wr": 0.4359,
        "n": 39
      },
      "BEAR_WR_3H_IS_<20%": {
        "wr": 0.4915,
        "n": 59
      },
      "BEAR_WR_3H_OOS_<20%": {
        "wr": 0.3889,
        "n": 36
      },
      "BEAR_WR_1H_IS_<15%": {
        "wr": 0.6053,
        "n": 38
      },
      "BEAR_WR_1H_OOS_<15%": {
        "wr": 0.45,
        "n": 20
      },
      "BEAR_WR_3H_IS_<15%": {
        "wr": 0.5789,
        "n": 38
      },
      "BEAR_WR_3H_OOS_<15%": {
        "wr": 0.4706,
        "n": 17
      },
      "quintile_1H_IS": {
        "quintiles": {
          "1": {
            "mean_ret": -0.0539,
            "n": 41
          },
          "2": {
            "mean_ret": -0.0178,
            "n": 41
          },
          "3": {
            "mean_ret": -0.0972,
            "n": 41
          },
          "4": {
            "mean_ret": -0.0701,
            "n": 41
          },
          "5": {
            "mean_ret": -0.1108,
            "n": 41
          }
        },
        "q5_minus_q1": -0.0569,
        "monotonicity": 0.5
      },
      "quintile_1H_OOS": {
        "quintiles": {
          "1": {
            "mean_ret": 0.0558,
            "n": 28
          },
          "2": {
            "mean_ret": 0.01,
            "n": 27
          },
          "3": {
            "mean_ret": 0.0811,
            "n": 28
          },
          "4": {
            "mean_ret": 0.0293,
            "n": 27
          },
          "5": {
            "mean_ret": 0.0326,
            "n": 28
          }
        },
        "q5_minus_q1": -0.0232,
        "monotonicity": 0.5
      },
      "quintile_3H_IS": {
        "quintiles": {
          "1": {
            "mean_ret": -0.1431,
            "n": 41
          },
          "2": {
            "mean_ret": 0.0088,
            "n": 41
          },
          "3": {
            "mean_ret": -0.0694,
            "n": 41
          },
          "4": {
            "mean_ret": -0.0343,
            "n": 41
          },
          "5": {
            "mean_ret": -0.1773,
            "n": 41
          }
        },
        "q5_minus_q1": -0.0342,
        "monotonicity": 0.5
      },
      "quintile_3H_OOS": {
        "quintiles": {
          "1": {
            "mean_ret": 0.1203,
            "n": 27
          },
          "2": {
            "mean_ret": -0.0241,
            "n": 27
          },
          "3": {
            "mean_ret": 0.0385,
            "n": 27
          },
          "4": {
            "mean_ret": 0.0265,
            "n": 27
          },
          "5": {
            "mean_ret": 0.1243,
            "n": 27
          }
        },
        "q5_minus_q1": 0.004,
        "monotonicity": 0.5
      }
    }
  },
  "part_c_combined_matrix": {
    "IS": {
      "Double Bull (pos\u2191 neg\u2191)": {
        "n": 75,
        "mean_1h": -0.0035,
        "mean_3h": 0.0165,
        "mean_eod": -0.0221,
        "wr_3h_long": 0.5733
      },
      "Mixed A (pos\u2191 neg\u2193)": {
        "n": 27,
        "mean_1h": -0.2558,
        "mean_3h": -0.3719,
        "mean_eod": -0.5952,
        "wr_3h_long": 0.3704
      },
      "Mixed B (pos\u2193 neg\u2191)": {
        "n": 27,
        "mean_1h": -0.1032,
        "mean_3h": -0.1155,
        "mean_eod": 0.039,
        "wr_3h_long": 0.4444
      },
      "Double Bear (pos\u2193 neg\u2193)": {
        "n": 76,
        "mean_1h": -0.0577,
        "mean_3h": -0.0672,
        "mean_eod": 0.0654,
        "wr_3h_long": 0.4868
      }
    },
    "OOS": {
      "Double Bull (pos\u2191 neg\u2191)": {
        "n": 40,
        "mean_1h": 0.1269,
        "mean_3h": 0.1745,
        "mean_eod": 0.1849,
        "wr_3h_long": 0.675
      },
      "Mixed A (pos\u2191 neg\u2193)": {
        "n": 27,
        "mean_1h": 0.0185,
        "mean_3h": -0.0599,
        "mean_eod": -0.0546,
        "wr_3h_long": 0.4074
      },
      "Mixed B (pos\u2193 neg\u2191)": {
        "n": 27,
        "mean_1h": -0.003,
        "mean_3h": 0.073,
        "mean_eod": 0.1422,
        "wr_3h_long": 0.6667
      },
      "Double Bear (pos\u2193 neg\u2193)": {
        "n": 41,
        "mean_1h": -0.0042,
        "mean_3h": 0.0092,
        "mean_eod": 0.0303,
        "wr_3h_long": 0.6098
      }
    }
  },
  "part_d_weighted_pos": {
    "100% Total (v5)": {
      "IC_3H_IS": 0.0467,
      "IC_3H_OOS": 0.0942,
      "WR_70_IS": 0.6667,
      "WR_70_OOS": null,
      "n_IS": 6,
      "n_OOS": 0
    },
    "100% Firm": {
      "IC_3H_IS": -0.0077,
      "IC_3H_OOS": 0.126,
      "WR_70_IS": 0.4444,
      "WR_70_OOS": null,
      "n_IS": 9,
      "n_OOS": 0
    },
    "100% MM": {
      "IC_3H_IS": 0.1281,
      "IC_3H_OOS": 0.1458,
      "WR_70_IS": 0.6,
      "WR_70_OOS": 0.75,
      "n_IS": 15,
      "n_OOS": 8
    },
    "50% Firm + 50% MM": {
      "IC_3H_IS": 0.0819,
      "IC_3H_OOS": 0.1659,
      "WR_70_IS": null,
      "WR_70_OOS": null,
      "n_IS": 0,
      "n_OOS": 0
    },
    "60% Firm + 20% Cust + 20% MM": {
      "IC_3H_IS": 0.0428,
      "IC_3H_OOS": 0.1755,
      "WR_70_IS": null,
      "WR_70_OOS": null,
      "n_IS": 0,
      "n_OOS": 0
    },
    "50% Firm + 30% MM + 20% Cust": {
      "IC_3H_IS": 0.0559,
      "IC_3H_OOS": 0.1815,
      "WR_70_IS": null,
      "WR_70_OOS": null,
      "n_IS": 0,
      "n_OOS": 0
    }
  },
  "part_d_weighted_neg": {
    "100% Total": {
      "IC_3H_IS": -0.0341,
      "IC_3H_OOS": 0.0117,
      "WR_70_IS": 0.2857,
      "WR_70_OOS": 0.5909
    },
    "100% Firm": {
      "IC_3H_IS": 0.1273,
      "IC_3H_OOS": 0.1232,
      "WR_70_IS": 0.7647,
      "WR_70_OOS": 0.5882
    },
    "100% MM": {
      "IC_3H_IS": -0.0048,
      "IC_3H_OOS": 0.1462,
      "WR_70_IS": 0.2,
      "WR_70_OOS": null
    },
    "50% Firm + 50% MM": {
      "IC_3H_IS": 0.0642,
      "IC_3H_OOS": 0.1407,
      "WR_70_IS": null,
      "WR_70_OOS": null
    },
    "60% Firm + 20% Cust + 20% MM": {
      "IC_3H_IS": 0.1175,
      "IC_3H_OOS": 0.1408,
      "WR_70_IS": null,
      "WR_70_OOS": 0.7143
    }
  }
}