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Luxury, War, and Clarity – This Is the Golden Reset.🟨 The Real Gold Era: Clarity While the World Burns 🟨 "While some bleed in the streets, others sip cocktails in the Bahamas. This is not a coincidence. This is the new world." Right now, we live in a time like no other. People are dying in wars they never chose. Currencies collapse. Nations threaten each other. And yet — capital flows, gold climbs, and the rich get richer. 🕰️ A war started long ago — and most never saw it: 2020–2022: They printed trillions. COVID shut down the world. Fiat was silently devalued. 2022–2023: Russia was cut off from SWIFT. BRICS started buying gold. The dollar was no longer untouchable. 2023–2024: Gold broke $2100… then $2400… now $3400+. Even high interest rates can't stop it. 2025: U.S. and Israel strike Iran. BRICS discuss a gold-backed currency. Trust in fiat? Gone. The Gold Era is no longer just metaphor. It’s the new battlefield. 💣 "War is loud. Wealth is silent." While bombs fall in the East, ✨ capital quietly moves to safe havens. While families flee, ✨ smart money finds gold, data, and sovereign positioning. While headlines scream chaos, ✨ traders make decisions in silence. 🌍 But here's the paradox: We also live in a world of unmatched abundance: You can build a brand from a phone. You can trade gold from a beach. You can learn SMC, AI, geopolitics — and use it to build freedom. You can escape the system, if you understand the structure. In this gold era, the true asset isn't just metal. It's mental clarity. Information. Sovereignty. The gold is you. 📉 This isn’t just about trading. It’s about knowing where we are in the timeline of collapse and rebirth. The markets don’t lie — they expose what’s really coming. And those who read them… can rise while others fall. 🧠 Final note: Not everyone survives a reset. But those who think in structure, who lead with clarity — they don’t just survive. They reposition. They build. They lead. 🟡 Welcome to the Real Gold Era. Where charts speak louder than news. Where truth is a position. Where you don’t wait for safety — you create it. — ✍️ GoldFxMinds – where structure meets truth. 📢 Disclosure: This analysis was created using TradingView charts through my Trade Nation broker integration. As part of Trade Nation’s partner program, I may receive compensation for educational content shared using their tools.
TRADENATION:XAUUSDEducation
by GoldFxMinds
12
AI Algo Systems vs. Manual Trading: Which Delivers Real Results?AI Algo Systems vs. Manual Trading: Which Delivers Real Results? ⚖️ ________________________________________ Introduction With the explosive rise of artificial intelligence (AI) in financial markets, traders everywhere are asking the million-dollar question: Should I trust my trades to automation, or keep my hands on the wheel? 🧠🤖 This guide offers a real-world, side-by-side comparison between AI-powered algorithmic trading systems and traditional manual trading. We’ll highlight where each method dominates, when they fail, and how you can combine both to build a system that outperforms the rest. 💡 What Are AI Algo Systems? 🤖 AI trading systems use advanced machine learning models to: • Analyze huge volumes of historical and real-time data 📈 • Detect patterns and trading opportunities faster than any human • Automatically execute trades using coded logic, without emotion 🔬 Real-World Examples: • Neural networks (LSTM, CNN): Predicting EUR/USD direction based on years of tick data • Reinforcement learning agents: Managing position sizing dynamically in crypto scalping • Predictive classifiers: Spotting likely trend reversals on S&P 500 based on 20+ indicators Key Benefits: • 🔄 Emotionless execution: No fear, no greed, just rules • ⏱️ Lightning-fast trades: React to price action instantly • 📊 Pattern recognition: Finds subtle correlations people miss ________________________________________ What Is Manual Trading? 👤 Manual trading is powered by human intelligence and judgment. Traders use: • Price action and SMC/ICT techniques (e.g., order blocks, BOS) • Fundamental analysis: News, sentiment, macro reports • Intuition and experience: Reading between the lines the way only humans can 🧑‍💼 Real-World Examples: • A trader spots an untested order block on GBP/JPY and waits for liquidity sweep before entering • Reading a dovish tone in FOMC minutes and fading the initial spike on DXY • Using “market structure shifts” after a big news event to catch a reversal Key Benefits: • 🔍 Contextual awareness: Understand the full market story • 🎯 Real-time adaptability: Adjust plans on the fly • 🧠 Creative edge: Find setups no algorithm can code for ________________________________________ Side-by-Side Comparison Table 📋 Feature AI Algo Trading 🤖 Manual Trading 👤 Execution Speed Instant Slower, can lag Emotions Involved None Prone to fear/greed Adaptability Limited (needs retrain) High Learning Curve High (coding/tech) Medium (market logic) Strategy Flexibility Pre-coded only Unlimited creativity Backtesting Automated Manual/semi-auto Session Monitoring 24/5 via server Human-limited hours ________________________________________ When AI Algo Systems Work Best 💾 AI is unbeatable when you need: • Scalability: Watching 10, 20, or even 100+ pairs 24/5 • High-frequency execution: Entering/exiting trades within milliseconds • Repetitive strategies: Like mean reversion, breakout scalps, or arbitrage 📈 Example: • Strategy: EUR/USD London open breakout • Process: AI model detects volume and volatility spike, enters trade with 0.3% risk, targets FVG • Results: 60% win rate, 1.8R average reward over 3 months ________________________________________ When Manual Trading Wins 🧠 Manual skills shine when you need: • Discretionary entries: Especially with complex SMC/ICT structures • Adapting to breaking news: Sudden CPI, FOMC shocks, geopolitical headlines • Making sense of market narrative: When volatility is off the charts and AI gets confused 🗞️ Example: • News: Surprise ECB rate hike • Setup: Price sweeps liquidity and forms new order block • Action: Trader enters based on confluence of structure, sentiment, and news • Why AI fails: Model trained on normal volatility might get stopped out or miss entry entirely ________________________________________ Hybrid Strategy: The Best of Both Worlds 🌐 Elite traders combine the power of AI with human oversight. Hybrid Workflow: 1. AI scans markets: Flags setups (order blocks, FVGs, volume spikes) 2. You review: Confirm bias with news, sentiment, or higher time frame 3. Entry: o Manual (you pull the trigger) o Semi-automated (AI suggests, you approve) 🔁 You save time, avoid missing setups, but keep critical discretion and control. ________________________________________ Risk Management: Algo vs. Manual 📊 AI: • Stops, lot size, SL/TP are auto-calculated • Consistent, never emotional • Example: EA manages all USD pairs with 0.5% fixed risk per trade Manual: • Trader might override risk plan • Discipline needed—easy to “revenge trade” after a loss • Example: You up your risk size after a losing streak, breaking your rules Best Practice: 📌 Let AI calculate risk size. Manually approve or override the entry. Double safety net. ________________________________________ Trader Case Study 👤 Name: Ray – $100K funded prop trader Style: Hybrid (AI scanner + manual ICT confirmations) Process: • Sets HTF bias each morning • AI scans for OB/BOS setups during NY session • Manual review before entry Performance: • Win rate: 63% • Avg R: 2.5 • Monthly gain: 9.7% Ray’s Words: “AI catches what I can’t see. I catch what it can’t understand.” ________________________________________ Mistakes to Avoid ❌ • 🚫 Blindly trusting black-box AI: Always verify signals • 🚫 Micromanaging every tick: Let automation work, don’t over-interfere • 🚫 Running AI during high-impact news: Most bots aren’t built for chaos • 🚫 Ignoring psychology: Even if AI executes, your mindset impacts risk and management ________________________________________ Conclusion ✅ There’s no one-size-fits-all answer. The best traders in 2025 master both worlds. Here’s the winning formula: • Harness AI’s speed and pattern recognition • Lean on manual judgment for narrative and nuance • Blend them with intention and structure for a trading system that’s fast, flexible, and resilient. 💥 Don’t pick sides. Master both. That’s how the top 1% trade today—and win. 🚀⚙️📊
Education
by ProjectSyndicate
30
Your Edge Isn’t Just Technical, It’s PersonalMost traders obsess over their strategy: Which indicator? What session? What entry signal? But very few stop to ask the question that could change everything: “Does this style actually fit who I am?” The Truth Most Don’t Talk About Trading success is not about copying someone else’s edge. It’s about discovering your own edge, and that begins with self-awareness . And it hit deep because this is the part of trading psychology we often skip. Some Real Talk If you’re naturally calm and risk-averse, trying to scalp news spikes will drain you. If you’re fast-thinking, decisive, and love volatility, swing trading might feel like watching paint dry. If you thrive on rules and structure, discretionary trading might feel chaotic. If you're intuitive and adaptive, being forced into mechanical rules may kill your edge. You’re not underperforming because you lack discipline, you’re likely just misaligned. What Changed for Me I stopped trying to “be the trader” everyone said I should be. And I started trading like me. I built a system that fits my mental rhythm. I gave myself permission to simplify. I became consistent not because of a new setup, but because I removed internal friction. Final Thought: Your best trades don’t just come from the chart. They come from a place of alignment, when your mindset, risk tolerance, and system flow together. So before chasing another strategy, ask yourself: “Is my trading style in tune with my personality?”
Education
by Crusade1Jay
1
Mechanical rangesMany traders will talk about things like "Smart Money Concepts" (SMC) and think they have found something new. The truth is, everything in trading stems back to Liquidity. There is no "Algo" nobody is out to get you specifically. The market is always right, where you position yourself is your own choice. I have written several posts on mechanical trading, recorded a number of streams. The more mechanical you can make the process, the less the emotions have a chance to kick your ass. Let me give you a very simple method of being able to identify the ranges. Ignore the timeframes as this will work on any of them, on most instruments. (I say most, as some behave differently due to how it attracts liquidity). Lets assume high end crypto such as Bitcoin (BTC) and of course Forex in the general sense, stocks, commodities etc. This is simple - only 2 rules. You start by zooming out and giving yourself a general feel for the trend. Let's say this looks to be an uptrend - we now need to understand the rules. An opposing candle can simply be defined by a different colour. If the trend is up (Green) and we see a red candle - then it's an opposing candle. The inverse is true, if we are down and the trend is Red. Then a Green candle would be opposing. This is only half of the story. The second rule is a pullback candle or even a sequence of candles. This simply means either the very same opposing candle that doesn't make a new high or low (depending on the trend up not making fresh highs or down not taking new lows). In this image, you can see we have in one candle both an opposing and pullback in one candle. This means we can now mark the high of the range. Working backwards to identify the swing range low. This easy method means I can draw a range exactly the same and mechanically every single time. Giving me a mechanical range. We could then get a lot more technical by looking for liquidity, 50% of the range or places such as supply or demand areas. But these are all for other posts. For now, getting a range on the higher timeframes means you can work down and down into a timeframe you are likely to want to trade on. These ranges will give clues to draws and runs of liquidity. This will also help identify changes in the character and fresh breaks of structure. Here's another post I posted on the mechanical structures and techniques. More in the next post. Have a great week! Disclaimer This idea does not constitute as financial advice. It is for educational purposes only, our principal trader has over 25 years' experience in stocks, ETF's, and Forex. Hence each trade setup might have different hold times, entry or exit conditions, and will vary from the post/idea shared here. You can use the information from this post to make your own trading plan for the instrument discussed. Trading carries a risk; a high percentage of retail traders lose money. Please keep this in mind when entering any trade. Stay safe.
Education
by Mayfair_Ventures
2
U-oyela Ongahluziwe Nenkunzi.Considering the current countries in conflict - FX:USOIL is in the middle of it. This will lead in a high demand but low supply of the commodity resulting in a soaring bullish move, fundamentally. Technically, the commodity has created a LL in the current year, tapping lows last touched since 2021 and has further recovered from last years close of 71.899. FX:USOIL reaching highs of $110.00 is therefore likely. ***The best way to take advantage of this commodity or any other is to cherry pick stocks that are sensitive to it e.g. JSE:SOL is sensitive to FX:USOIL .***
FX:USOILEducation
by Dlamini_SS
Automated Execution: TradingView Alerts → Tradovate using AWS LaI’ve built a fully automated pipeline that takes live TradingView alerts and turns them into real orders in Tradovate. Here’s how it works, step by step (I will provide a video on it): PineScript Alerts My indicator/strategy in TradingView fires alert() with a JSON payload (symbol, side, qty, price, ATR, ENV). Webhook to AWS Alerts hit an API Gateway endpoint in AWS, invoking a Lambda function. Lambda Processing Parse the JSON from TradingView. Calculate Stop‐Loss & Take‐Profit using ATR. Authenticate to the Tradovate API (demo & live environments). Place an OCO order (placeOSO) with proper bracket legs. Send a confirmation message to my Telegram channel. Tradovate REST API Auth: POST /auth/accesstokenrequest → accessToken List accounts: GET /account/list → find accountId Place OCO: POST /order/placeOSO with entry, SL, TP Testing & Monitoring Local smoke tests of Telegram bot. Lambda console test events for sample payloads. CloudWatch logs for debugging & alerts on errors. Why it matters: Zero manual steps from signal to fill. Consistent risk management via ATR‐based SL/TP. Clear audit trail: logs in AWS + Telegram notifications. Educational resource for anyone building similar setups Feel free to ask questions or suggest improvements! Please leave comments.
CME_MINI:NQ1!Education
by QuantByBoji
4
US–Iran Conflict Triggers a Potential Nasdaq Bearish Setup🟣 Geopolitical Flashpoint Meets Technical Confluence The U.S. weekend airstrike on Iranian nuclear facilities has reignited geopolitical instability across the Middle East. While broader markets often absorb news cycles quickly, high-beta assets like Nasdaq futures (NQ) tend to react more dramatically—especially when uncertainty meets existing technical vulnerability. Monday’s session opened with a notable gap to the downside, reflecting immediate risk-off sentiment among futures traders. While the initial drop is being retraced intraday, historical patterns suggest that such gap-fills can often serve as ideal shorting zones—particularly when other bearish signals confirm the narrative. The backdrop is clear: this is no ordinary Monday open. 🟣 Bearish Divergence on CCI Builds the Case From a technical standpoint, the setup gains weight through a clear bearish divergence on the Commodity Channel Index (CCI) using a 20-period setting. While prices recently pushed higher, momentum failed to follow—an early indication that buyers may be running out of steam. This divergence appears just as price approaches the origin of Friday’s gap, a level that frequently acts as a resistance magnet in such contexts. This confluence of weakening momentum and overhead supply aligns perfectly with the geopolitical catalyst, offering traders a compelling argument for a potential reversal in the short term. 🟣 Gap Origin: The Line in the Sand The origin of the gap sits at 21844.75, a price level now acting as potential resistance. As the market attempts to climb back toward this zone, the likelihood of encountering institutional selling pressure increases. Gap origins often represent unfinished business—zones where prior bullish control was suddenly interrupted. In this case, the added layer of global tension only strengthens the conviction that sellers may look to reassert dominance here. If price action stalls or rejects at this zone, it could become the pivot point for a swift move lower, especially with bearish momentum already flashing caution signals. 🟣 Trade Plan and Reward-to-Risk Breakdown A potential short trade could be structured using 21844.75 as the entry point—precisely at the gap origin. A conservative stop placement would rest just above the most recent swing high at 22222.00, offering protection against a temporary squeeze. The downside target aligns with a prior UFO support area near 20288.75, where demand previously showed presence. This sets up a risk of 377.25 points versus a potential reward of 1556.00 points, resulting in a reward-to-risk ratio of 4.12:1. For traders seeking asymmetrical opportunity, this ratio stands out as a strong incentive to engage with discipline. 🟣 Futures Specs: Know What You’re Trading Traders should be aware of contract specifics before engaging. The E-mini Nasdaq-100 Futures (NQ) represent $20 per point, with a minimum tick of 0.25 worth $5.00. Typical margin requirements hover around $31,000, depending on the broker. For smaller accounts, the Micro Nasdaq-100 Futures (MNQ) offer 1/10th the exposure. Each point is worth $2, with a $0.50 tick value and much lower margins near $3,100. 🟣 Discipline First: Why Risk Management Matters Volatility driven by geopolitical events can deliver fast gains—but just as easily, fast losses. That’s why stop-loss orders are non-negotiable. Without one, traders expose themselves to unlimited downside, especially in leveraged instruments like futures. Equally critical is the precision of entry and exit levels. Acting too early or too late—even by a few points—can compromise an otherwise solid trade. Always size positions according to your account, and never let emotion override logic. Risk management isn’t a side-note—it’s the foundation that separates professionals from those who simply speculate. When charting futures, the data provided could be delayed. Traders working with the ticker symbols discussed in this idea may prefer to use CME Group real-time data plan on TradingView: www.tradingview.com - This consideration is particularly important for shorter-term traders, whereas it may be less critical for those focused on longer-term trading strategies. General Disclaimer: The trade ideas presented herein are solely for illustrative purposes forming a part of a case study intended to demonstrate key principles in risk management within the context of the specific market scenarios discussed. These ideas are not to be interpreted as investment recommendations or financial advice. They do not endorse or promote any specific trading strategies, financial products, or services. The information provided is based on data believed to be reliable; however, its accuracy or completeness cannot be guaranteed. Trading in financial markets involves risks, including the potential loss of principal. Each individual should conduct their own research and consult with professional financial advisors before making any investment decisions. The author or publisher of this content bears no responsibility for any actions taken based on the information provided or for any resultant financial or other losses.
CME_MINI:NQ1!Education
by traddictiv
#AN009: US attacks IRAN, what will happen? On June 22, 2025, the United States launched air strikes on three Iranian nuclear sites (Fordow, Natanz, Isfahan), using bunker-buster bombs and Tomahawk missiles, some dropped by B-2 stealth bombers President Trump declared that the facilities were “completely and totally obliterated” 📈 Tensions and geopolitical context Tehran responded with missiles aimed at Israel and promised “tough responses” The UN and key figures such as Guterres and Medvedev have defined the action as a dangerous escalation with the risk of a new conflict on a regional scale. Israel supported the attacks, while Iran convened the UN Security Council to condemn the aggression. 💥 Market Impact ⚡ Energy Sector Oil prices jump towards $90–100 per barrel on fears of flows from Iran and potential closures of the Strait of Hormuz. Investors reacted with a move towards safe haven assets such as the Dollar, Gold and Treasuries. 📊 Equities and sensitive sectors Starts on an uncertain tone: S&P500 and Nasdaq futures “volatile open”, with penalties on travel and tech, and increases on energy and defense. Gulf markets open slightly higher (Saudi, Qatar, Bahrain, Kuwait), thanks to the attenuation of initial sell-offs. 🌍 Global economic impact Weakening predictions from the World Bank, IMF and OECD predict an economic slowdown due to energy shocks and increased global tensions. 📌 Currency and Forex Scenario USD has gained ground as a safe haven asset, benefiting from Safety flows. Commodity-linked pairs, such as AUD/USD, NZD/USD and CAD/USD, will be pressured by rallying oil. Potential increase in volatility on EUR/USD and GBP/USD: they rotate towards safe haven and US/China political risk. 📣 What to watch out for Daily and H4 candlesticks in EUR/USD and GBP/USD to understand if support holds under geopolitical stress. Volatility indicators (VIX | MOVE) are rising, it is useful to calibrate the size and prefer structured trades. In the coming days it will be essential to monitor: Reuters/Bloomberg for updates on possible sanctions or public retaliation. ASEAN and Asia for regional reactions on energy supplies. Central banks on inflation expectations due to high oil. 💡 Conclusions – Market and Forex Impact This military action represents a classic geopolitical shock: rising dollar and defensive assets, pressure on oil and high volatility on stock markets and exchange rates. Unlike Israeli attacks, the direct entry of the US increases the degree of macro uncertainty. For Forex traders: USD Index: potential rebound within the bullish trend channel Pairs with commodities: activate strategies on breakout key levels (e.g. AUD/USD, CAD/USD) Anti-USD FX (EUR, GBP, JPY): under pressure and to be used in range rebound. For the equity sector: Rotation towards defensive sectors, defense, energy. Possible entry into government bonds as a high inflation/political hedge. Overall, the impact is clear: increased geopolitical risk → high volatility → shift towards USD/safe haven asset → penalization of sensitive assets.
Education
by Andrea_Russo_SwipeUP
Mastering Inverse Fair Value Gaps (IFVG) - How to use them?In this guide, I’ll explain the concept of the Inverse Fair Value Gap (IFVG), how it forms, and how you can use it to identify high-probability trading opportunities. You'll learn how to spot the IFVG on a chart, understand their significance in price action, and apply a simple strategy to trade them effectively. What will be discussed? - What is a FVG - What is an IFVG - What is a bullish IFVG - What is a bearish IFVG - How to trade the IFVG ------------------------------- What is a FVG? A FVG is a technical concept used by traders to identify inefficiencies in price movement on a chart. The idea behind a fair value gap is that during periods of strong momentum, price can move so quickly that it leaves behind a "gap" where not all buy and sell orders were able to be executed efficiently. This gap creates an imbalance in the market, which price may later revisit in an attempt to rebalance supply and demand. A fair value gap is typically observed within a sequence of three candles (or bars). The first candle marks the beginning of a strong move. The second candle shows a significant directional push, either bullish or bearish, often with a long body indicating strong momentum. The third candle continues in the direction of the move, opening and closing beyond the range of the first candle. The fair value gap itself is defined by the price range between the high of the first candle and the low of the third candle (in the case of a bullish move), or between the low of the first candle and the high of the third (in a bearish move). This range represents the area of imbalance or inefficiency. ------------------------------- What is an IFVG? An Inverse Fair Value Gap (IFVG) occurs when a traditional Fair Value Gap (FVG) is not respected by price, and instead of acting as a support or resistance zone, price breaks through it with strength. Normally, a Fair Value Gap represents a price imbalance left by a strong move, and when price returns to this area, it often reacts by respecting the gap, bouncing off it or reversing, because it's seen as a high-probability level where orders may rest. However, in the case of an IFVG, price does not respect this imbalance. Instead, it slices through the FVG in the opposite direction, showing that the initial momentum behind the imbalance has weakened or reversed. This breach is a strong indication that market sentiment is shifting. What was once a zone of strength now becomes invalid, and this failed reaction signals that the opposite side of the market (buyers or sellers) has taken control. The IFVG highlights a key transition in momentum. It tells traders that the prior bias, bullish or bearish, is breaking down, and the new dominant force is pushing price beyond levels that would typically hold. This makes the IFVG useful not only as a sign of failed structure but also as a potential confirmation of a trend reversal or strong continuation in the opposite direction. Essentially, where an FVG usually acts as a wall, an IFVG is what’s left after that wall gets knocked down. ------------------------------- What is a bullish IFVG? A bullish Inverse Fair Value Gap (IFVG) occurs when price breaks through a bearish Fair Value Gap (FVG) instead of respecting it. In a typical bearish FVG, the expectation is that when price retraces into the gap, it will react to the imbalance, usually by reversing lower, as the area represents previous selling pressure or inefficiency caused by aggressive sellers. However, when price does not react bearishly and instead breaks cleanly through the bearish FVG, it signals a shift in market sentiment and momentum. This breakout through the imbalance suggests that buyers are now in control and that the bearish pressure in that zone has been absorbed or invalidated. What was once considered a resistance area is now being overpowered, often leading to continued bullish movement. ------------------------------- What is a bearish IFVG? A bearish Inverse Fair Value Gap (IFVG) occurs when price breaks through a bullish Fair Value Gap (FVG) instead of respecting it. In a normal bullish FVG, the expectation is that when price returns to the gap, it will act as support and prompt a move higher, as this area represents a previous imbalance created by strong buying pressure. However, when price fails to respect the bullish FVG and instead breaks down through it, this signals a shift in momentum to the downside. The anticipated support fails to hold, suggesting that buyers are no longer in control or that their efforts have been overwhelmed by aggressive selling. This kind of move transforms the bullish FVG into a bearish signal, as it confirms weakness in what was previously considered a demand zone. ------------------------------- How to trade the IFVG? Trading the Inverse Fair Value Gap (IFVG) requires patience, precision, and clear confirmation of a shift in momentum. The process involves waiting for key conditions to form before entering a trade. Here's how to approach it step-by-step: First, you need to wait for a liquidity sweep. This means price must take out a recent high or low, typically a short-term liquidity pool, trapping traders on the wrong side of the market. This sweep sets the stage for a potential reversal and indicates that the market is ready to shift direction. After the liquidity sweep, watch for a 1-minute Fair Value Gap (FVG) to form and then get broken in the opposite direction. This break is crucial, it’s what creates the Inverse Fair Value Gap. The invalidation of this initial FVG confirms that momentum has switched and that the market is no longer respecting the previous imbalance. Once the IFVG has formed, your entry comes on the close of the candle that breaks and closes beyond the IFVG, above it in a bullish scenario, or below it in a bearish one. This close confirms that the gap has not held and that price is likely to continue in the new direction. Place your stop loss below the low (for a bullish setup) or above the high (for a bearish setup) of the structure that formed the IFVG. This gives you protection just beyond the level that would invalidate the setup. ------------------------------- Thanks for your support. - Make sure to follow me so you don't miss out on the next analysis! - Drop a like and leave a comment!
Education
by Youriverse
Just Pure Action Trade On M5 Level And My Level Description Pure Action Trading on M5 Level and My Level: A Breakdown In the fast-paced world of short-term trading, especially when operating on the M5 (5-minute) chart, traders are focused on quick market movements, minimal timeframes, and immediate reactions. The core idea behind "Pure Action Trading" is to rely solely on price action for decision-making, without any reliance on indicators or lagging tools. This strategy places a heavy emphasis on observing and interpreting the natural flow of the market. Key Components of Pure Action Trading: Price Action Focus: This method relies purely on the movement of the price, such as candlestick patterns, chart structures, and support/resistance zones. There’s no use of indicators, which means traders need to develop a keen sense for reading market sentiment from just the price itself. M5 Level Charting: Trading on the M5 chart means you're working with a very short time frame. Each candle represents only 5 minutes of price action, so trades are executed quickly, with an emphasis on fast entries and exits. This requires both quick decision-making and solid risk management due to the volatility and speed at which trades can go in or out of profit. My Level: This refers to the personalized approach or the trader's unique set of "levels" based on their strategy. For example, it could involve certain price zones, specific candlestick patterns, or predetermined support/resistance levels where the trader expects price to react. These levels are tailored based on past price movements, personal risk tolerance, and preferred market behavior. How it Works: Identifying Key Levels: Traders on the M5 chart identify significant levels of support or resistance where price tends to react. These levels could be based on previous highs, lows, or round numbers. This is where the "My Level" concept comes into play—these are your unique levels that you've determined based on your understanding of price action and the market you're trading. Waiting for a Price Action Signal: Once the market approaches your pre-identified levels, you wait for a clear price action signal to confirm the next move. This could be a pin bar, engulfing candle, inside bar, or other clear formations that signal reversal or continuation. Entry: The entry trigger occurs when the price action confirms the setup. For example, if the price bounces off a support level and forms a bullish candlestick pattern, you might enter a long position. Risk Management: Given the short-term nature of M5 trades, stop losses are crucial. A trader will typically place a stop just beyond the most recent swing high/low to protect against unexpected price movement. Exit: Exits are typically determined by price reaching a predefined target level, such as a resistance zone for long trades or a support zone for short trades. You might also exit if the price action signals a change in momentum (e.g., a reversal pattern).
FOREXCOM:XAUUSDEducation
by nadeemibrahim701
XRP Price Finds Some Relief — But Headwinds Remain,Says ArtavionAfter slipping below $0.50 last week, XRP has rebounded modestly, now trading above $0.52. While this short-term recovery provides relief for holders, fundamental and structural challenges still limit the token’s upside potential, according to analysts at Artavion. The recent bounce appears largely technical. Support held near $0.48, and with Bitcoin regaining strength above $66,000, sentiment across altcoins briefly improved. XRP’s Relative Strength Index (RSI) has moved out of oversold territory, suggesting some room for additional upside — but resistance between $0.56 and $0.60 remains firm. Low trading volume suggests the rally lacks conviction. A major ongoing concern remains XRP’s legal battle with the U.S. Securities and Exchange Commission (SEC). Although Ripple Labs scored partial wins, the case is unresolved. Until a final judgment or settlement is reached, institutional investors will likely remain cautious, and U.S.-based platforms will continue restricting XRP exposure. 🗨️ “The legal cloud hasn’t lifted — and that limits capital inflows,” says a regulatory analyst at Artavion. From a network perspective, XRP Ledger remains functional and Ripple’s payment infrastructure is active, particularly in select cross-border corridors. However, XRP still lacks integration with key crypto sectors like DeFi, NFTs, and gaming, which restricts organic demand and developer activity. Externally, macro conditions are neutral to negative for altcoins. The Federal Reserve’s rate outlook and rising bond yields continue to pressure speculative assets. Stablecoin inflows into XRP trading pairs have slowed — another signal of fading short-term appetite. Outlook At Artavion, we believe XRP is currently locked in a range-bound pattern. A breakout above $0.60 is unlikely without: Full legal clarity in the U.S.; Stronger altcoin sentiment market-wide; Renewed ecosystem development and integrations. 🗨️ “XRP isn’t broken — it’s waiting,” says the Artavion market desk. “But without a catalyst, it stays reactive — not directional.”
CRYPTOCAP:XRPEducation
by HCN-News12
How to Manage Emotions in Trading? One Word: DisciplineHow to deal with emotions? If you don't feel like reading a long explanation — here's the short answer: Discipline. There are two typical emotional traps in trading: 1. After a big loss: You feel the urge to recover quickly. Emotions kick in: despair, paralysis, frustration, snapping at loved ones — the classic downward spiral. 2. After a big win: You feel like a king. “I’ve figured out the market. I’m unstoppable.” This leads to overconfidence, oversized positions, increased risk, and careless spending of profits — all while forgetting that black swans do exist. What’s the cure in both cases? Discipline. That’s your weak spot in both scenarios. When you lose a lot, you shouldn’t even allow deep drawdowns to begin with. Set clear exit rules: 1. Hard stop-losses. 2. A maximum loss limit (ideally 5–10% of capital), after which you completely exit all positions and take a minimum one-month break from charts and trading activity. This protects your capital and — even more importantly — your mental health. If you can’t follow your own stop-loss or take breaks when needed — then you don’t need emotional advice. You need to work on discipline. When you feel euphoric from profits, this is trickier, but also manageable. Reduce your position sizes after a major win or take a 2–3 day break to reset your brain and step back from emotional excitement Again — the tool that helps here is discipline. So how do you build that discipline? Discipline isn’t just about trading. It’s a life skill that touches everything — from health to finance to habits. Here's how to develop it: Start with physical training Yes, really. If you’re new, aim for 30 minutes of exercise, 3 times a week. Even if you’re tired halfway, just walk in place — finish the 30 minutes. This trains your brain to complete what it starts, no matter how you feel. The self-discipline from training your body will spill into every other area of your life — including trading. Build simple habits Start small: Get up at the first alarm Make your bed right after waking up Put away clothes properly Clean your shoes after coming home Pick 2–3 micro-habits, and once they stick, your "discipline muscle" will grow. Over time, it becomes a natural skill. Don’t expect results in the first week Give yourself 30 days, and you’ll see real change.
OANDA:XAUUSDEducation
by kventinka
Your Trading System Isn't the Problem. Your Discipline Is.📘 Your Trading System Isn't the Problem. Your Discipline Is. Hard truth: Your endless search for a new system is a smokescreen. The best system in the world can't save you from poor discipline. Here's why discipline matters more than your strategy: You quit your system after a few losses, never allowing it to prove its value. You deviate from your rules when emotions run high—wrecking consistency. You're focused on shiny objects instead of sharpening the knife you already have. 🎯 The solution? Commit to discipline. Track your adherence rigorously. Measure your success by consistency, not immediate outcomes. TrendGo’s power isn’t just in clear signals—it's in enabling disciplined action. 🔍 Stop blaming your tools. Own your discipline.
Education
by TrendGo_Official
Learn The Difference Between Beginner and Expert in Trading In the today's post, we will discuss the evolution of a mindset of a trader as he matures in trading. ✔️Beginner For some unknown reasons, beginners assume that a couple of educational videos and books about trading is more than enough to start trading successfully. They believe that they got a comprehensive knowledge and that very few things remain to learn. They start trading, but quickly realize that their knowledge is not enough to make even small gains. ✔️COMPETENT After practicing a couple of years, traders come to the conclusion that they know everything in that field. That they learned, tested and tried all concepts and techniques that are available. They consider themselves to be the experts in the field BUT for some unknown reasons, these traders still are not able to trade profitably. ✔️EXPERT After many years of learning, training and practicing, eyes finally open. Traders realize how limited is their knowledge and how much more there is to learn . While they already have the skills to trade in profits, they understand now that even the entire life is not enough to learn all the subtleties of trading. And here is a little lifehack for you: if you are a beginner, embrace a mindset of an expert. Start from realizing how little you actually know and how much more there is to know, that will help you a lot in your trading journey. ❤️Please, support my work with like, thank you!❤️ I am part of Trade Nation's Influencer program and receive a monthly fee for using their TradingView charts in my analysis.
TRADENATION:XAUUSDEducation
by VasilyTrader
10
Crypto Jungle: Where Whales Feast and You’re the SnackHere’s the harsh truth: whales and market makers are robbing you blind. They create hype around garbage altcoins, meme coins, and straight-up shitcoins. You, the hardworking retail investor, buy the dream—they dump the bag. While you're stuck holding worthless tokens, they’re off buying Bitcoin, gold, real estate, and flexing in Lambos on exotic beaches. It’s not investing—it’s a jungle. And you're the easy meal. This isn’t a game. It’s a cycle: they pump, you buy, they dump, you cry. Stop being the prey. Start thinking like a predator—or get eaten. BINANCE:BTCUSDT BINANCE:ETHUSDT BINANCE:ADAUSDT BINANCE:SUIUSDT BINANCE:SOLUSDT BINANCE:BNBUSDT
Education
by Monstralian
NASDAQ Bread and Butter & Turtle Soup Example XIIaight, so im gonna break down a trade i took on nasdaq today using a setup i picked out myself from the ict concepts. just my own flavor of it, ya know before i knock out at night, i open up the charts real quick — just tryna see if there's any clean liquidity chillin’ nearby. if there aint, i shut it down and catch some solid sleep. but if there is... bingo baby this basically means i might just wake up rich tomorrow, bro. on the daily, im seeing two strong green days back to back, and right above that boom some equal highs just sitting there, begging to get run. they are even cleaner on the 1h. bias locked in. im waking up tomorrow and hunting longs, simple as that. i mark up the daily open first thing. if im lookin for longs, i wanna see some turtle soup under the open. if im hunting shorts, i need that setup above the open. thats just how i roll. if there is a swing low, trend liquidity, or some equal lows carryin over from yesterday, im locked in on those levels for turtle soup. if not, im just chillin, waitin for price to build some fresh liquidity during the day and then snatch it. in this setup, i got some leftover liquidity from yesterday plus a clean 4h fvg sittin there like a neon sign. next, i check the time. liquidity grabs usually hit during one of the killzones depends on the pair, but im watchin asia, london, or new york sessions. then i scope out if there is any news droppin around that time, especially stuff that could move the pair. no point in getting blindsided. and yeah, i always peep correlated pairs too sometimes they snitch before your chart even says a word. when all the stars and planets line up just right, that is when I drop down to the 15m and wait for a clean csd to show up. but here is the thing i dont jump in the second i see it. i wanna see price actually leave the liquidity zone. yeah, it might lower my rr a bit, but the win rate goes way up. It keeps me outta those fake-ass turtle soups that look good at first but just wanna wreck your stop. once im in the trade, i usually try to close out half the position the same day take profits where the chance of price reversing is damn near zero. then i let the other half ride toward my target liquidity. just lettin it breathe, do its thing. thats it, peace out
FUSIONMARKETS:NAS100Education
by harmonik0
1
Everyone Talks Charts — But the Order Book Knows FirstHello, Traders! 🤓 Everyone watches the chart. But not everyone watches the market itself. If you’ve ever wondered why the price suddenly jumps or stalls just below resistance, you’re likely looking at the surface, not the structure underneath. And that’s precisely what DOM in trading helps to reveal. What Is DOM Trading? Let’s start with the basics. DOM stands for Depth of Market, which shows real-time limit buy and sell orders at different price levels. Some traders call this the trading DOM. Unlike a candlestick, which tells you what already happened, the DOM trading view shows what participants intend to do. This makes it useful for those trying to understand short-term moves, liquidity pressure, or even the psychology behind a specific level. So if you’re asking, “What is DOM in trading?” or “How does DOM work in crypto?” – it’s essentially a live x-ray of the market’s limit order book. Order Book Trading in Crypto The order book, the live list of buy and sell orders, acts like a constantly updating roadmap of trader intentions. In order book trading, it’s not just the numbers that matter but how they shift. For example, traders often notice thick sell walls near round numbers (e.g., $70,000 BTC), sudden order pulls, which can fake out breakout traders, and absorption, where big buy/sell orders are filled silently, without noticeable price change… When analyzed properly, this behavior gives context to price action, something traditional indicators can’t always offer. How to Use Crypto Trendlines… and Then Watch DOM Drawing trendlines in crypto is common. Everyone has their version of a breakout setup. But what happens when the price reaches that line? That’s where DOM trading shines. It doesn’t predict whether the line will hold or break, but it shows whether liquidity is building or backing away right at the critical moment. The combination of crypto trendlines and DOM behavior often exposes subtle market dynamics, a large bid appearing just as price touches support, for instance, or offers vanishing before a breakout. That’s not about strategy. It’s about market structure awareness, watching both the levels and the surrounding behavior. Chart vs DOM: Two Sides of the Same Story The crypto psychology chart tells you what’s happened — highs, lows, closes. The DOM, on the other hand, shows live trader psychology. And that’s where the psychology of crypto trading gets interesting. When everyone’s waiting for BTC to hit $100K, for example, you might already see: Buyers are stacking bids at $95K, hoping for a retrace. Sellers layering offers at $99.9K, defending the level. And the sudden orders near $100K, a possible trap. In this way, round numbers in trading aren’t just emotional, they’re structurally significant. Especially in crypto, where the market cap is still heavily influenced by sentiment. Final Thought Some traders find it useful to spend a few sessions just observing the DOM. Psychological numbers in trading, like $10K, $20K, or even the famous 100K BTC milestone, are often surrounded by unusual order book behavior. So, the next time price seems to move “out of nowhere,” ask yourself: Was it really out of nowhere… or did the DOM in trading already whisper it? You don’t need to trade based on it. But knowing how to draw trendlines in crypto and then pairing that with DOM behavior can offer a sharper view of where the market might hesitate, reverse, or run. Sometimes, seeing how others are placing their bets matters more than where. What do you think?
Education
by WhiteBIT
6
GOLD Long Executed Gold (XAU/USD) Long Setup - H4 Trend Context: Uptrend structure with higher lows respected, price bouncing from ascending trendline support. Entry Zone: Confluence at 0.236 Fibonacci retracement level, aligned with dynamic support (EMA100) and trendline. Additional Confluences: Breakout from recent compression zone. EMA alignment supportive of bullish momentum (9 EMA crossing above 21 EMA expected). Risk/Reward: Targeting Fibonacci extensions (1.272 and 1.618), initial RR 2:1. Time Frame: 4H
CAPITALCOM:GOLDEducation
by bruno.acorsii
The Midyear Mindset Reset: Reboot Your Trading Before Q3Because nothing says "trader growth" like admitting you’ve been winging it for six months. 👋 Welcome to Halftime — How’s Your P&L Looking? June’s closing bell isn’t just a date on the calendar — it’s that awkward moment where traders stare into the middle distance, coffee in hand, and quietly whisper: “Well… that went differently than I expected.” Whether you’ve been racking up wins, nursing drawdowns, or simply surviving market whiplash, midyear is nature’s way of handing you a clean slate. Before Q3 throws its inevitable curveballs, now’s your chance to pause, reset, and actually look at what the heck you’ve been doing. And, of course, prepare for the next batch of earnings reports . Spoiler: if your trading strategy this year has involved equal parts hope and caffeine, you’re not alone. 🔥 The Year So Far: Markets Kept It… Interesting Let’s quickly recap 2025 so far (because trauma processing is healthy). The Magnificent Seven? More like the Magnificent Two-And-A-Half. Meta NASDAQ:META and Microsoft NASDAQ:MSFT ran victory laps while everyone else tripped over AI headlines or regulatory landmines. Nvidia NASDAQ:NVDA moonwalked into trillion-dollar territory, then stumbled after export bans — but somehow still has every fund manager whispering “Blackwell” like it’s a secret password. Bitcoin BITSTAMP:BTCUSD set new highs north of $110K (who needs fiat when you can have memes?). The Fed teased cuts, inflation teased persistence, and Trump teased… well, everyone. And summer trading arrived with its usual low-volume traps, giving us breakouts that break hearts and liquidity that disappears faster than your broker’s customer support. In short: volatility? Check. Opportunity? Absolutely. Discipline? That depends on whether you’re still following your rules or trading on vibes. By June, most traders have crafted elaborate narratives in their heads. You know the type: "This breakout is different," "The Fed has to cut next month," and "There’s no way Nvidia can keep running like this." The problem is, markets don’t care about your narrative. They care about price, volume, sentiment — and sometimes, absolute chaos. That beautifully clean chart setup? It’s not asking for your prediction. It’s begging you to respond with discipline, not bravado. The traders who thrived in the first half didn’t win by forecasting every twist in the macro plotline. They won by following the tape. The breakout happened? They took it. The stop-loss hit? They respected it. That’s not luck — that’s execution. 🫶🏻 Emotional Capital: The Real Balance You Should Be Watching P&L tells one story. Emotional capital tells another. By June, a lot of traders aren’t out of money — they’re out of discipline. They’ve been revenge trading after a string of losses, chasing AI headlines that already ran, and convincing themselves they can “make it all back” on the next oversized position. Do you know that feeling? Resetting your trading mindset at midyear means recalibrating that emotional bankroll. Start by reviewing your trading journal (yes, you’re supposed to have one ). Revisit the trades that made sense and the ones that make you cringe. Recognize your patterns — your strengths, but also your weaknesses. Success leaves clues and there are lessons in failures. 💭 Clean Up the Clutter There’s a special type of fatigue that sets in after six months of consuming too much trading content. You start layering on indicators like toppings at a frozen yogurt bar — RSI, MACD, Stochastics, VWAP, Fibonacci, Elliott Waves, Gann fans... until your charts light up like the billboards in Times Square. The truth is, the best traders heading into Q3 are simplifying. They’re not chasing complexity; they’re chasing clarity. They know their setups, they trust their process, and they wait for clean signals. Summer trading especially demands this discipline. Liquidity gets thinner, breakouts fail more often , and the tape gets choppy. Complex systems may amplify the noise. Strip it down. Focus on price structure. Simplify your strategy so you can execute when real opportunities appear — not when your 12th oscillator blinks green. ⚾ You Don’t Need a Home Run At this stage of the year, many traders fall into what we’ll call the desperate hero phase. They feel behind. They want to make up for drawdowns. They want “the trade” that fixes everything. If you’ve missed making bank over the first half of the year, chances are, you want to catch up — and fast. Here’s a secret: The best traders aren’t always looking for grand slams. They’re playing small ball too — consistent singles, tight risk, controlled losses, steady gains. Q3 isn’t about doubling your account. It’s about staying alive long enough for your edge to show up and play out. The traders who make it to year-end consistently profitable aren’t the ones chasing massive wins. They’re the ones compounding quiet, boring, disciplined trades. Midyear Reset: Your Q3 Trading Checklist Here’s your brutally simple plan for the back half: ✅ Journal your biggest mistakes from H1 ✅ Cut your watchlist in half ✅ Size smaller than feels exciting ✅ Trust clean setups over crowded trades ✅ Stay curious — but stay selective ✅ Leave the FOMO trades to the TikTok influencers So the real question heading into Q3 isn’t whether markets will go up or down. It’s whether you will trade better or keep winging it. Happy midyear reset. Trade smarter, not harder.
SP:SPXEducation
by TradingView
10
#AN008: Israel, Iran and the price of fear GEOPOLITICS – Israel, Iran and the price of fear While the stock markets are trying to hold up, the geopolitical reality is very different. In the last 72 hours, Israel has hit a facility considered strategic in southern Iran. Tehran responded with ballistic warheads targeted at NATO positions, and threatened a military closure of the Strait of Hormuz. In a few hours, Brent has shot above $100, while WTI has touched $94.20, bringing back to life a spectre that seemed archived: energy purchases. DOLLAR AND FED – Sickles under pressure The Federal Reserve has kept rates unchanged, but Powell has sent a clear signal: "there will be no cut if the geopolitical context continues to generate upward pressure on prices". In other words: the FED remains hawkish, the dollar continues to dominate, and global sentiment shifts to risk. CROSS WATCH – SwipeUP FX Opportunity EUR/USD Weak EU macro + sustained US sell-off + war → Realistic target 1.0630 – if it breaks 1.0675 H8. USD/JPY Institutionals undecided: if the yen does not strengthen and the BOJ remains neutral, we can return above 158. Target: 158.60-159.2 in case of new USD leg. CAD/JPY and oil-linked Canada benefits from the oil increase, but be careful: risk-off can penalize. Assess only with cyclical confirmation and real volumes. 📌 WHAT TO WATCH NOW – SwipeUP Checklist 📆 Friday, June 21: US PMI data + Powell speech ⚠️ VIX above 20: signals real tension 📉 JPY and CHF in divergence? → watch out for manipulative breakouts 🗓️ Earnings Season: can divert flows in the short term, but remains in the background
Education
by Andrea_Russo_SwipeUP
What Is T-Distribution in Trading? What Is T-Distribution in Trading? In the financial markets, understanding T-distribution in probability is a valuable skill. This statistical concept, crucial for small sample sizes, offers insights into market trends and risks. By grasping T-distribution, traders gain a powerful tool for evaluating strategies, risks, and portfolios. Let's delve into what T-distribution is and how it's effectively used in the realm of trading. Understanding T-Distribution The T-distribution in probability distribution plays a crucial role in trading, especially in situations where sample sizes are small. William Sealy Gosset first introduced it under the pseudonym "Student". This distribution resembles the normal distribution with its bell-shaped curve but has thicker tails, meaning it predicts more outcomes in the extreme ends than a normal distribution would. A key element of T-distribution is the concept of 'degrees of freedom', which essentially refers to the number of values in a calculation that are free to vary. It's usually the sample size minus one. The degrees of freedom affect the shape of the T-distribution; with fewer degrees of freedom, the distribution has heavier tails. As the degrees of freedom increase, the distribution starts to resemble the normal distribution more closely. This is particularly significant in trading when dealing with small data sets, where the T-distribution provides a more accurate estimation of probability and risk than the normal distribution. T-Distribution vs Normal Distribution T-distribution and normal distribution are foundational in statistical analysis, yet they serve different purposes. While both exhibit a bell-shaped curve, the T-distribution has thicker tails, implying a higher probability of extreme values. This makes it more suitable for small sample sizes or when the standard deviation is unknown. In contrast, the normal distribution, with its thinner tails, is ideal for larger sample sets where the standard deviation is known. Traders often use T-distribution for more accurate analysis in small-scale or uncertain data scenarios, while normal distribution is preferred for larger, more stable datasets, where extreme outcomes are less likely. Application in Trading In trading, T-distribution is a valuable tool for analysing financial data. It is primarily used in constructing confidence intervals and conducting hypothesis testing, which are essential for making informed trading decisions. For instance, a trader might use T-distribution to test the effectiveness of a new trading strategy. Suppose a trader has developed a strategy using the technical analysis tools and wants to understand its potential effectiveness compared to the general market performance. They would collect a sample of returns from this strategy over a period, say, 30 days. Given the small sample size, using T-distribution is appropriate here. The trader would then calculate the mean return of this sample and use T-distribution to create a confidence interval. This interval would provide a range within which the true mean return of the strategy is likely to lie, with a certain level of confidence. If this confidence interval shows a higher mean return than the market average, the trader might conclude that the strategy is potentially effective. However, it's important to note that this is an estimation and not a guarantee of future performance. How to Plug Probability and Normal Distribution in Your T-Calculation To use a T-calculator for integrating probability and normal distribution, follow these steps: - Input Degrees of Freedom: For T-distribution, calculate the degrees of freedom (sample size minus one). - Convert Z-Score to T-Value: If using normal distribution data, convert the Z-score (standard deviation units from the mean in a normal distribution) to a T-value using the formula: T = Z * (sqrt(n)), where 'n' is the sample size. - Enter T-Value: Input this T-value into the calculator. - Calculate Probability: The calculator will then output the probability, providing a statistical basis for trading decisions based on the T-distribution. Limitations and Considerations of T-Distribution While T-distribution is a powerful tool in trading analysis, it's important to recognise its limitations and considerations: - Sample Size Sensitivity: T-distribution is most effective with small sample sizes. As the sample size increases, it converges to a normal distribution, reducing its distinct utility. - Assumption of Normality: T-distribution assumes that the underlying data is approximately normally distributed. This may not hold true for all financial data sets, especially those with significant skewness or kurtosis. - Degrees of Freedom Complications: Misestimating degrees of freedom can lead to inaccurate results. It's crucial to calculate this correctly based on the sample data. - Outlier Sensitivity: T-distribution can be overly sensitive to outliers in the data, which can skew results. Advanced Applications of T-Distribution in Trading T-distribution extends beyond basic trading applications, playing a role in advanced financial analyses: - Risk Modelling: Utilised in constructing sophisticated risk models, helping traders assess the probability of extreme losses. - Algorithmic Trading: Integral in developing complex algorithms. - Portfolio Optimisation: Assists in optimising portfolios by estimating returns and risks of various assets. - Market Research: Used in advanced market research methodologies to analyse small sample behavioural studies. The Bottom Line The T-distribution is a powerful tool, offering nuanced insights in scenarios involving small sample sizes or uncertain standard deviations. Its ability to accommodate real-world data's quirks makes it invaluable for various trading applications, from strategy testing to risk assessment. However, understanding its limitations and proper application is crucial for accurate analysis. This article represents the opinion of the Companies operating under the FXOpen brand only. It is not to be construed as an offer, solicitation, or recommendation with respect to products and services provided by the Companies operating under the FXOpen brand, nor is it to be considered financial advice.
NASDAQ:TSLAEducation
by FXOpen
1