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

After plunging -21.19% in a week, $SKY is down only -0.7% today
$SKY Down -21.19% over the week, leading the entire market, but only -0.7% today, with the current price at 0.07704. Bearish news failed to push it to a new low, so I’m bullish at this level.
24h trading volume is only 1399519 USDT, with a volume ratio of 0.341; selling pressure is fading;
Daily RSI is neutral at 50.1, and MA7 has remained above MA30 for 18 days, with the short-term bullish trend intact;
News from the weekly losers’ rankings hammered it down, but the price moved from 0.07698 to 0.07704, up +0.08%; the bears cannot

The most common mistake when chasing pumps and dumping into declines is treating “having risen a lot” as “being able to rise further.” $STRK is up 54.77% in 24 hours, with the current price of 0.1101 already close to the Bollinger upper band at 0.118672, while the lower band is only 0.0917546. The band width has been stretched to an extreme, and the amplitude across 30 K-lines is approximately 49.85%—this is not the pattern of a trend beginning, but of sentiment being overextended.
The moving-average structure remains bullish: MA5=0.109386 is above MA20=0.105214, and the price is above the sh

Actually, doing daily-chart swing trades
with something like BCH (daily charts are all short-term now)
is quite attractive
Before the next major bull run begins, the market will most likely be choppy with an upward bias
Use the previous low as the stop-loss (around 10%)
The risk-reward ratio is quite favorable

Tron carried the most lopsided funding on Oct 11, with traders betting against $TRX paying longs 0.03% to keep their positions open. Open interest in the coin was up 1.36% over 24 hours, so total positions grew at that cost.

If they’d had this back then, Yu the Great wouldn’t have struggled so much with the floods

$ROBINCAT #ROBINCAT
Breaking Descending Triangle on 4H chart.
Successful Breakout could lead 50-60% quick rise ✍️

$CFX Long entry at 0.06815, take profit at 0.07010, take profit at 0.07260, stop loss at 0.06550. I plan to go long here and hope the recent price action will be followed by a rebound. This trade does not need a major surge to become profitable; a steady rise can also reach the targets.

#USOpensRussianDieselImports US Opens Russian Diesel Imports, Energy Markets Face a New Turning Point
The decision to open the door to Russian diesel imports in the United States puts energy markets back in focus. At a time when fuel prices, geopolitical tensions, supply chains, and global trade policies are closely connected, even a limited change in import rules can attract significant attention from traders and investors.
Diesel is one of the most important fuels in the global economy. It powers trucks, agricultural machinery, industrial equipment, ships, and many parts of the logistics net

$CHIP Bullish analysis
Buy 0.06600–0.06380
Targets 0.06980, 0.07170, 0.07400
Stop loss 0.06250

$CFX Funding rate -0.0441%, shorts are paying longs. Who is really holding the line this time?
The answer leans toward longs: An extremely negative funding rate means shorts are crowded in perpetual contracts, yet the price is holding above MA5 after a +35.83% rise, forming a typical “shorts paying, longs holding” structure. From a funding perspective, MA5=0.068896 has crossed above MA20=0.0628935, while the MACD histogram at +0.0005671 continues to favor longs, with the trend intact; however, RSI=71.0 has entered overbought territory, and the Bollinger upper band at 0.0701451 is directly ove

POV: You and your friends finally leave the crypto trenches together.

$BTC is showing a bounce from a key horizontal support zone. 👀
Buyers are stepping in, but the real test is whether this level can hold.
A strong bounce could open the door for another move higher, while losing support may bring more downside.
Watching the next daily close closely.

Claim your Noah ID, which may be related to subsequent token allocation or subscription eligibility. @TryNoahAI
Enter:
Connect your wallet, connect X, and claim it!

$ETC is one to keep on radar 👀
- Ethereum Classic has strong identity built around proof of work.
- Traders watching for fresh momentum and a potential breakout.
- Key support and resistance levels will matter.
- Volume could reveal next move.
Will $ETC surprise market soon?

In my view:
The only truly valuable asset is food.
Next come gold and the US dollar; nothing else can maintain a stable value!

$92.9 million in assets vanished. The victims were sitting at home and had neither leaked their seed phrases nor clicked any signature authorization.
If you still believe that simply buying a hardware wallet and keeping your private keys offline makes your assets absolutely safe, the major case exposed by CryptoBilis, Ledger’s largest authorized distributor in Southeast Asia, can shatter that blind confidence instantly.
The incident itself is not complicated, but it carries an extremely serious warning. Ledger has urgently suspended all sales by the distributor and halted the initialization of