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What Is Monte Carlo Simulation? Why Can a Positive-Expectancy Strategy Still Suffer Consecutive Losses?
In cryptocurrency trading, even if a strategy has been backtested and has a positive expected return, that does not mean real-world trading will necessarily go smoothly. Consecutive losses and maximum drawdowns exceeding expectations may cause traders to abandon an otherwise effective strategy prematurely. Monte Carlo simulation is one method that can help us study these risks.
First, what is Monte Carlo simulation?
It repeatedly generates a large number of possible trading outcomes to exami
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Morning strategy delivered ✅
The morning Silk Road call played out, with the bears' momentum clear. The price rallied into resistance and pulled back as expected, precisely validating the key zone. Those who followed captured a 35-point move 🥩!$XAU ‌
XAU+0.38%
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Would you buy this coin based on this holder's list?
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What memecoin looks promising right now?
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MEME-0.94%
You clearly have 500 USDT in your wallet and only want to transfer 100, but the page warns that you don’t have enough to cover the fee. You might wonder: Don’t I still have money in here?
Having a balance doesn’t mean you have the specific coins needed to pay network fees.
For example, when transferring USDT on Ethereum mainnet from a typical self-custody wallet, you’re sending USDT, but you usually need ETH to pay the gas fee. If your wallet only has USDT and not enough ETH, you may be unable to submit the transaction.
It’s a bit like trying to take the bus with a shopping mall gift card: The
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ETH-1.26%
#原油# The correction has narrowed to its final stretch; a breakout is not far off. Figure 2 shares my view. $CL ‌
CL-1.83%
Woke up to two more wins
Time to collect the winnings
Why the hell do I need airdrops? Peasant mindset
This is just like printing money
I can basically make 50,000-100,000 U every finals
After three years, I’ve monetized my understanding
From grinding on Shuffle back then to prediction markets today
Waller warns that AI stocks aren’t immune to rate hikes! High-rate pressures are becoming apparent—
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🏦 Fed rate decision is coming | Post to claim a red packet, and win up to 100 USDT on the weekly leaderboard!
Gate Square’s “Weekly Showcase” hot-topic special edition is underway!
🎁 Event rewards
New users who post: 100% chance to receive a red packet
Weekly leaderboard rewards: win up to 100 USDT
📌 How to participate
1️⃣ Sign up for the event 👉 https://www.gate.com/campaigns/6244
2️⃣ Add the topics #每周来晒 and #美联储利率决议倒计时 to share your views
💬 This week’s topic
The Fed will announce its rate decision at 02:00 on October 29 Beijing time. The market generally expects rates to remain uncha
GateSquare
🏦 Fed rate decision is coming | Post to claim a red packet, and win up to 100 USDT on the weekly leaderboard!
Gate Square’s “Weekly Showcase” hot-topic special edition is underway!
🎁 Event rewards
New users who post: 100% chance to receive a red packet
Weekly leaderboard rewards: win up to 100 USDT
📌 How to participate
1️⃣ Sign up for the event 👉 https://www.gate.com/campaigns/6244
2️⃣ Add the topics #每周来晒 and #美联储利率决议倒计时 to share your views
💬 This week’s topic
The Fed will announce its rate decision at 02:00 on October 29 Beijing time. The market generally expects rates to remain unchanged. Will this decision break the crypto market’s range-bound pattern? Are you most focused on the rate path, Powell’s remarks, or the impact on crypto assets such as BTC?
👉 Post now: https://www.gate.com/post/topic/FedDecisionCountdown?topic_id=208973
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BTC-0.67%
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Good morning, $DOGE fam! ☕️🐕
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Happy Thursday! 🌞✌️
Dogecoin to the moon! 🚀🌑🐪
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DOGE-0.22%
A risk-free arbitrage play on Unitree Technology base:0xcf5473736c9ce3299c274e4bca54138a41f7cb07
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【BTC】Short · Open/Entry💰 BTC woke up to this scene: BTC fell 2% from 81,500
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BTC-0.65%
The Fed Didn't Raise Rates, but Crypto Isn't Daring to Pop the Champagne! Who's the Star of This 2026 Macro Drama?
#美联储利率决议倒计时 #WeeklyShowcase
Investors hoped rates would stay unchanged, and they did; now they’re hoping for rate cuts. Financial markets can sometimes feel like ordering takeout: the moment it arrives, you immediately want to switch to somewhere else.
This time, the Fed kept rates at 3.75%–4.00%, but inflation remains elevated and the policy outlook is still unclear. In other words, the market got an answer, but not all the answers.
For crypto assets, the key things to watch are
NVDA-1.16%
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This is starting to feel like instant social death.
I open the nightstand and there’s a vibrator right there in plain sight.
At this point, I’ve really thrown caution to the wind.
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The Key Battle After the Fed Decision: BTC, U.S. Stocks, Gold—Watch These 3 Signals Closely!
The Fed held rates at 3.75%—4.00% and emphasized that inflation remains elevated. On the surface, this is a pause in rate hikes, but further tightening has not been ruled out. What the market really needs to focus on next is not speculation, but data.
First, watch the dollar and Treasury yields. If yields continue to rise, BTC and high-valuation tech stocks may come under pressure, while gold may also be weighed down; if yields fall, risk assets and gold could get some breathing room.
Second, watch cap
META-1.24%
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Woke up to a random order out of nowhere
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Check in every night before bed, complete two tasks during lunch breaks, and spend some time looking into points on the weekend. After a month of work, you finally receive an airdrop. Your first thought is bound to be: “All that effort paid off!”
But don’t rush to count the entire reward amount as money earned.
It’s a bit like trying to meet an e-commerce spending threshold for a discount: you may get plenty of coupons, but to know whether you actually saved money, you also have to count what you spent buying extra items to qualify.
For example, if you sold the airdrop for 120U, spent 25U on i
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