This article is dedicated to those of you who are also researching quantitative trading. Reposted from Squirrel's. To summarize the main point: good strategies all follow the logic of Occam's razor, while overly complex strategies inherently carry the risk of overfitting. Backtest samples need to include multiple market periods for in-sample and out-of-sample testing, rather than repeatedly running over one fixed period. Also, we keep reinventing the wheel, continuously adding to a concise model, even though these additions extend the time horizon without improving performance.
Finally, quanti

HSBC is set to issue a stablecoin called HSBC RedCoin, with plans to roll it out in phases. The entry of a traditional banking giant makes this quite interesting. The stablecoin sector is already crowded, with USDT and USDC commanding the lion’s share, but banks entering the space operate on a different logic. HSBC brings compliance, custody, and corporate client resources; if it can connect the stablecoin to trade finance and cross-border payments, stablecoins may truly enter mainstream financial applications. But don’t get too excited—phased deployment means it will not circulate on a large

Super individuals
Need to learn to use more eye-catching colors
Such as red, pink, and bright orange
Because being conspicuous itself takes courage
Colors constantly reinforce psychological cues within us
And brave people always embrace the world first.

$STRK LONG SETUP — NEXT TARGET 0.12383
Entry: 0.1090–0.1125 TP: 0.1180 Next Price: 0.12383 Extended Target: 0.1300 SL: 0.1050
$STRK is showing strong bullish momentum after a massive 59% rally. The 1H chart shows consolidation above 0.1080 following the breakout. Holding this support could trigger another push toward 0.12383 and 0.1300. However, volatility remains high, so avoid chasing sudden spikes.

Arbitrum now hosts 7,233 tokenized real-world assets, more than any other blockchain and over double Solana's 3,257 and Ethereum's 3,026. Those assets are worth $974.97M, excluding stablecoins.
@arbitrum

What you see when you pee...
Hard skills are a basic requirement...
Soft skills are what really need to be discussed...
Elders often say...
If you can’t correct your own shortcomings, you can’t possibly succeed.
Unfortunately, they gave up before they even recognized their own shortcomings.

gm,
is a good day to have a good day. and to do something ridiculous.
🐸

$GOMO 900k

$AVAX This is not a trending market at present, but a period of directional selection under low volatility, so position size must be lighter than usual.
Conclusion: Short-term bias is bullish, but only take small-position test trades and exit unconditionally on a breakdown. Current price is 10.421, with MA5=10.3424 still below MA20=10.3742. The moving averages have not yet formed a golden cross, indicating that bulls have only just gained the initiative; the MACD histogram has turned positive at +0.003965, showing a bullish but weak momentum bias; RSI=53.7 is in the neutral zone, with no over

$ASTER ASTER - Levels to watch
ASTER is approaching resistance again.
After months of consolidation, ASTER is trading within a well-defined range.
The structure is interesting, but bullish confirmation is still missing.
Key levels I'm watching:
$0.7221 → First resistance to reclaim.
$0.7875 → Major resistance. A successful S/R flip would strengthen the bullish scenario.
$0.6527 → Important support that bulls need to defend.
$0.6002 → Next downside level if support fails.
A breakout isn't enough. I want to see price reclaim resistance, hold it as support, and establish a stronger market structu

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Gate's presence at TOKEN2049 highlights its continued commitment to connecting with the global crypto community a

$DOGE
Weekly close below 0.08 would be a big warning sign for me.
For now it looks good but a close below 0.08 and we have new spot trade in play which is limit orders from 0.06 to 0.05.

$XAUUSD $BTC $ETH $XTIUSD
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BTC just closed its strongest weekly candle in eight months, but ran into lower-timeframe resistance at Monday’s open and failed to continue higher. This kind of repeated testing near key levels shows that bulls and bears are still locked in a tug-of-war. Short term, expect consolidation; the medium- to long-term trend remains intact. Don’t rush to chase—wait for the direction to become clear. $BTC

The class is starting, the class is starting—see you in the livestream!

This is the sweetspot!!
Do you have the balls to bid a meme, when markets are shaky, onchain has been shaky, big alts and memes have retraced, 11.oct marks the 1yr scare...??
The bottom is in on all crypto markets.
And $swordcat will melt faces.
Not a deriv. Not a beta. Tier S memeable factor, catwifsword, multiple retracements. Pvp. Vamp. Fud. Community forming. People caring. Bullrun just started.
Yes, at 2m you are early. Early AF.
This is so mispriced thats why I'm the only one daring to post at dips bc thats when you BID mfer!
Genny wealth comes here not bidding when it rips.
But to each

$BTC managed to reclaim the previous range and is currently trading above $82.8K
If it holds above that level and the OBV Trend turns bullish on lower timeframes, the bulls will regain control