CO-P-01-01
This indicator is constructed from prediction market order book data. By analyzing structural changes in long/short positioning in the order book, it captures the implicit expectations of market participants regarding the future price movement of the underlying asset.
Indicator Interpretation:
Indicator > 0: The order book structure implies that upward expectations for BTC dominate; overall market sentiment is bullish.
Indicator < 0: The order book structure implies that downward expectations for BTC dominate; overall market sentiment is bearish.
Indicator ≈ 0: Long and short expectations are relatively balanced; the market is in a neutral or conflicted state.
Feature: Point-in-time data Update frequency: 1 minute
Sample period: 2026-01-01 to 2026-01-28
Indicator Overview Summary Report
Prediction target: Next-period return
(1) IC Test
For each natural trading day, cross-sectional correlations are computed:
This produces a daily IC series. Key statistics are as follows:
1-minute time series
IC Mean
0.053
IC Std
0.029
ICIR
1.8208
IC > 0 Ratio
100.00%
t-stat
9.2845
1-hour time series
IC Mean
0.3148
IC Std
0.1981
ICIR
1.5886
IC > 0 Ratio
96.15%
t-stat
8.1007
(2) Quantile Effectiveness Test
An intraday quantile evaluation is applied:
Samples are grouped by trading day. Within each day, the CO-P indicator is sorted into quintiles, producing 5 state intervals:
Bin0 = lowest within the day
Bin4 = highest within the day
For each day, the average future return of each bin is computed. These daily values are then averaged across days using equal weighting.
1-minute time series
Mean
-0.0031%
-0.0009%
+0.0002%
+0.0012%
+0.0028%
Std
0.0029%
0.0036%
0.0030%
0.0031%
0.0024%
IR
-1.0559
-0.2389
0.0539
0.3954
1.1701
1-hour time series
Mean
-0.1394%
-0.0253%
-0.0188%
+0.0188%
+0.1674%
Std
0.2414%
0.1296%
0.1539%
0.1314%
0.1883%
IR
-0.5776
-0.1953
-0.1222
0.1428
0.8889
Conclusion: Returns improve monotonically as the factor value increases. The stratification effect is clear: the highest quantile shows significantly positive returns, while the lowest quantile shows significantly negative returns.
最后更新于