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H-016: Turn of the month: BTC held only on the last 2 and first 3 days of each month

Fail  Family: calendar · Status: rejected

Does the turn-of-the-month effect work for Bitcoin? The idea did not beat simply buying the coin and holding it. It is rejected.

Result

since_2018: wins 0/1 (need 1), beats buy-and-hold 0/1

Sharpe: return per unit of risk (higher is better). CAGR: average yearly growth. Max drawdown: worst fall from a peak. p-value: chance the result is luck (lower is better). “Hold” columns are buy-and-hold for the same asset and days. Glossary

AssetPeriodSharpeHold SharpeCAGRHold CAGRMax drawdownHold drawdownIn marketp-valueBeats holdCounts as win
BTCUSDTsince_2018 (2018-01-01 → 2026-10-13)0.530.65+10.3%+22.8%-44.4%-81.2%16%0.134nono

Equity curves

Growth of 1 unit, log scale, fees included. Only days on which the rule is fully defined are counted.

The same rule on every coin

Exploratory check of this rule on all coins since 2022-01-01. It is not part of the verdict above.

Coin✓ResultSharpe: rule / holdingCAGRFrom
BTC✗worse than holding-0.32 / 0.48-8% / +12%2022-01-01
ETH✗worse than holding-0.55 / 0.20-15% / -9%2022-01-01
SOL✗worse than holding-0.13 / 0.35-10% / -10%2022-01-01
BNB✗worse than holding-0.40 / 0.42-10% / +8%2022-01-01
XRP✗worse than holding-0.01 / 0.51-5% / +10%2022-01-01
ADA↑better than holding, could be luck0.29 / -0.01+4% / -32%2022-01-01
LTC↑better than holding, could be luck0.24 / 0.11+3% / -18%2022-01-01
LINK✗worse than holding-0.26 / 0.30-14% / -10%2022-01-01
DOGE✗worse than holding-0.23 / 0.26-13% / -15%2022-01-01
XLM✗worse than holding-0.31 / 0.30-13% / -9%2022-01-01
TRX✗worse than holding0.55 / 0.74+20% / +36%2022-01-01
EVER↑better than holding, could be luck0.43 / -0.15+10% / -68%2022-03-19
GRAM✗worse than holding-0.06 / 0.13-6% / -17%2023-03-14

Why it might work

Month-end and month-start flows (salaries, fund rebalancing, DCA purchases) produce a turn-of-the-month effect in equities; several crypto studies and practitioner notes report a similar end-of-month pattern in Bitcoin. Test: Sharpe vs holding since 2018, permutation test. Source: https://valuelytica.substack.com/p/end-of-month-effect-in-bitcoin

Verdict history

Pre-registered specification

kind: timing_rule
rule:
  type: turn_of_month
  last: 2
  first: 3
mode: long_flat
fee: 0.001
universe:
- BTCUSDT
periods:
- name: since_2018
  start: '2018-01-01'
significance:
  method: permutation
  n: 2000
  alpha: 0.05
criterion:
  min_wins:
    since_2018: 1
  require_significance: true