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DXY H8 - Long SignalDXY H8 We are picking up where we left off last week here on the dollar index, markets are breaking the trading zones we were expecting, but we haven't really seen anything of a correction yet, the least i would expect is to see 101.850 price see a test again. We don't have too much in the way of resistance at the moment, but we can see that price is exhausting where it is, at 102.500 price. We would expect resistance at 103, as this is an area of confluence, built up of whole number, supply and resistance.
TVC:DXYLong
by Trade_Simple_FX
EUR/USD Faces Downside as Powell's Hawkish Remarks Boost USDThe EUR/USD pair remains under pressure as Fed Chair Jerome Powell's hawkish remarks on Monday continue to support the US Dollar (USD), capping any significant upside potential for the Euro (EUR). Powell’s stance suggests that the Federal Reserve is still focused on curbing inflation, which has strengthened the USD and weighed on the major pair. At the same time, expectations for more rate cuts by the European Central Bank (ECB) have contributed to keeping a lid on the EUR/USD. This comes ahead of key economic data releases, particularly the flash Eurozone Consumer Price Index (CPI) for September. The pair, as predicted last week, is currently trading within a supply area, with price action forming a double top pattern. According to the Commitment of Traders (COT) report, retail traders remain extremely bullish on the Euro, while larger institutional players are more cautious, signaling potential downside risks. The flash CPI report, due later today, is expected to show that inflation in the Eurozone likely fell below the ECB’s 2% target in September. This follows a notable drop in Germany’s CPI to its lowest level since February 2021, which reinforces expectations for a 25 basis point rate cut at the ECB’s next policy meeting in October. A softer CPI print would likely reaffirm these rate cut bets, applying further downward pressure on the Euro. However, even if the CPI reading comes in higher than expected, the market reaction could be muted. The modest strength of the USD, supported by Powell's comments and the overall hawkish stance of the Fed, suggests that EUR/USD may struggle to gain upward momentum. The path of least resistance for the pair remains to the downside, as the technical setup points to a potential bearish continuation. In conclusion, with the EUR/USD pair trading in a supply area and forming a double top, coupled with a cautious outlook from institutional traders, the risk of a bearish continuation looms large. Key economic data, including the Eurozone CPI, will be closely watched today, but the fundamental backdrop remains in favor of the USD, keeping pressure on the pair. Traders should remain alert to further downside movement, especially if the ECB rate cut expectations solidify. ✅ Please share your thoughts about EUR/USD in the comments section below and HIT LIKE if you appreciate my analysis. Don't forget to FOLLOW ME; you will help us a lot with this small contribution.
Short
by FOREXN1
5
NZD/USD Bears Eye Deeper Correction Amid Positive US JOLTS ReporThe NZD/USD pair continues its bearish trajectory following the release of strong US JOLTS Job Openings data yesterday. This has intensified market speculation about the resilience of the US labor market, which could lead to further tightening by the Federal Reserve. As a result, the Kiwi dollar has come under pressure, with bears targeting a deeper correction. In our previous forecast: we highlighted the potential for a drop after NZD/USD encountered strong resistance in a key supply zone. The price has continued its downward momentum, confirming our analysis, and the Commitment of Traders (COT) report further supports a bearish continuation, with commercial hedgers reducing their long positions. The market dynamics show potential for the trend to reach our second take-profit target. Fundamental Outlook: Labor Market Signals Weigh on Kiwi The US JOLTS report, showing unexpectedly high job openings, signals strength in the labor market. This is significant because robust employment data often leads to increased expectations for tighter monetary policy from the Federal Reserve. As the central bank looks to combat inflation while maintaining economic stability, positive labor indicators like these reinforce the likelihood of interest rates remaining elevated for an extended period. On the New Zealand side, a mixed economic outlook and weakening demand for riskier assets have further pressured the NZD. With inflation in check but economic growth showing signs of stagnation, the Reserve Bank of New Zealand (RBNZ) is not expected to be as aggressive as the Fed in future monetary policy moves. This policy divergence creates a favorable environment for NZD/USD bears. COT Report Signals Further Downside The COT report confirms that the institutional market is shifting towards further bearish positions in NZD/USD. Commercial traders have been reducing their long exposure, while speculators are increasingly taking short positions. This sentiment, combined with the technical rejection in the supply area, suggests that the trend is far from over. Key Data to Watch: US Unemployment Claims Today, traders will be closely watching the release of **US Unemployment Claims** data. If the numbers come in better than expected—indicating a stronger labor market—this could further bolster the US dollar and drive NZD/USD lower. A positive surprise in the data would support the case for the Fed to maintain its current stance on interest rates, thus enhancing the bearish outlook for NZD/USD. Technical Analysis: Deeper Correction in Sight Technically, the NZD/USD remains under pressure after its rejection at the supply area. The price is trending below key moving averages, and momentum indicators show bearish divergence, suggesting that the downside momentum is still strong. A break below the recent low could open the door for further losses. In conclusion, NZD/USD bears are firmly in control, and with favorable economic data from the US, a deeper correction seems likely. Traders should keep an eye on today’s Unemployment Claims report for further clues on the pair’s direction. ✅ Please share your thoughts about NZD/USD in the comments section below and HIT LIKE if you appreciate my analysis. Don't forget to FOLLOW ME; you will help us a lot with this small contribution.
Short
by FOREXN1
1
CRUDE OIL (WTI): Your Trading Plan For Today WTI Crude Oil is testing a significant falling trend line on a daily. To short that with a confirmation, pay attention to a descending triangle pattern on an hourly time frame. Your signal will be a breakout of its horizontal neckline - an hourly candle close below 73.46. Short the market aggressively or on a retest, then. Targets: 73.07 / 72.85 Alternatively, a bullish violation of a trend line will be a strong bullish signal. ❤️Please, support my work with like, thank you!❤️
TVC:USOILShort
by VasilyTrader
1
EUR/USD Faces Pressure as USD Strengthens Ahead of US PCE DataThe EUR/USD pair experienced selling pressure on Friday, reversing part of the gains made in the previous session. The US Dollar (USD) found renewed strength as traders repositioned ahead of the release of the US Personal Consumption Expenditure (PCE) Price Index, a key measure of inflation that could influence the Federal Reserve's policy outlook. This USD rebound played a significant role in dragging the EUR/USD lower, especially as the Euro approached a critical technical zone. The pair retested a supply area, forming a potential Double Top pattern a classic indicator of weakening momentum and an early sign of a bearish reversal. This technical setup suggests that the recent bullish move might be losing traction. Moreover, the latest Commitment of Traders (COT) report shows that retail traders are heavily bullish on the Euro. This often signals a contrarian opportunity, as extreme retail sentiment can precede a market reversal, with institutional traders typically positioning themselves in the opposite direction. With both technical and sentiment indicators aligning, we are anticipating a retracement in the EUR/USD pair. The current USD strength, coupled with a bearish chart pattern and aggressive retail optimism, supports the likelihood of a pullback in the near term. The release of the PCE inflation data could act as a catalyst, potentially increasing market volatility and applying additional pressure on the Euro. In summary, we expect the EUR/USD to face further downside risks as the USD gains traction. The technical setup and market sentiment suggest that the pair could retrace from current levels, especially if the upcoming US inflation data favors continued USD strength. We remain cautious and are watching for opportunities to position for a retracement. ✅ Please share your thoughts about EUR/USD in the comments section below and HIT LIKE if you appreciate my analysis. Don't forget to FOLLOW ME; you will help us a lot with this small contribution.
Short
by FOREXN1
1
EUR/USD Decline, USD Gains Momentum as Strong Job DataThe US labor market continues to exhibit strength, bolstering the US dollar as recent data beats expectations. The US JOLTS Job Openings report, released on Tuesday, showed a surprising increase of 329K job openings, rising from a revised 7.711 million in July to 8.040 million in August. This unexpected surge reinforces the resilience of the US economy, providing near-term support to the US dollar. Additionally, today's ADP private sector survey reported that 143K jobs were added in September, exceeding the 120K forecast, while August's reading was revised upward from 99K to 103K. These positive labor market signals have intensified the dollar's bullish momentum, particularly against the euro. As we previously forecasted for EUR/USD, the price rejected our key Supply area and has already reached the first take-profit target. With the pair edging closer to our second target, the US dollar's strength looks set to drive EUR/USD lower, with the next potential support sitting at the 1.09500 area. Strong US Labor Data Drives Dollar Higher The JOLTS and ADP reports reflect the robustness of the US labor market, providing the Federal Reserve with more room to maintain higher interest rates. With job openings and private sector employment both outperforming expectations, market sentiment is increasingly favoring the US dollar as investors anticipate the Fed may continue its hawkish stance. The surge in job openings suggests that demand for labor remains high, which could keep inflationary pressures elevated and justify further rate hikes or prolonged tight monetary policy. Likewise, the ADP data highlights sustained private-sector job growth, reinforcing the overall strength of the labor market and lending further support to the greenback. EUR/USD Under Pressure: Aiming for 1.09500? On the technical front, EUR/USD remains under pressure after rejecting the Supply area as anticipated in our earlier forecast. The pair has already hit the first take-profit level, and further downside appears likely if today's US Unemployment Claims report comes in better than expected. A less severe unemployment figure compared to the forecast would strengthen the dollar further, pushing EUR/USD toward the 1.09500 support zone. The pair has been trending lower due to a combination of strong US economic data and a weaker euro, as the European Central Bank (ECB) takes a more cautious approach to monetary policy. This divergence between the Fed and the ECB has weighed heavily on the euro, and with US data continuing to outperform, the trend could persist in the near term. Key Data to Watch: US Unemployment Claims Today, the market will focus on the release of US Unemployment Claims data, which could further influence the direction of EUR/USD. Should the report come in better than forecast, indicating a continued decline in unemployment, the dollar would likely strengthen further, pushing the pair closer to the 1.09500 mark. In conclusion, the combination of strong US labor data and hawkish expectations for the Federal Reserve is fueling dollar strength, pressuring EUR/USD lower. If today's unemployment claims report aligns with the recent positive trend in US employment, a continuation of the bearish momentum could drive the pair to our next target. Traders should watch the unemployment claims release for further confirmation of this downward move. ✅ Please share your thoughts about EUR/USD in the comments section below and HIT LIKE if you appreciate my analysis. Don't forget to FOLLOW ME; you will help us a lot with this small contribution.
Short
by FOREXN1
1
GBP/USD Pulls Back as USD Strengthens Ahead of Core PCE DataThe GBP/USD pair edged lower during the Asian session on Friday, retreating from the highest levels it had reached since March 2022, around the 1.3435 region, which was touched the previous day. The decline was largely driven by a technical reversal after the pair tested a key daily supply-demand zone. This move coincides with data from the latest **Commitment of Traders (COT) report**, which shows that retail traders remain strongly bullish on the GBP. Despite the bullish positioning from retailers, the pair saw a pullback as the market anticipates important economic data out of the United States, including the **Core PCE Price Index** for the month of November. A positive reading from this inflation gauge could add further support to the US Dollar (USD) and push the GBP/USD pair lower. The USD is expected to strengthen if the data signals persistent inflationary pressures, which could keep the Federal Reserve cautious about loosening monetary policy too quickly. However, expectations regarding the Bank of England (BoE) are playing a counterbalancing role. The BoE is widely seen as taking a more gradual approach to cutting rates compared to the US Federal Reserve, which could help support the British Pound (GBP) in the medium term and limit losses for the GBP/USD pair. Still, with immediate market momentum and potential upside for the USD, the pair remains under pressure in the short term. In light of these developments, we are maintaining a **short position** on GBP/USD, as the combination of technical resistance and USD strength points to further downside in the near future. While GBP sentiment remains supported by BoE policy expectations, today's price action suggests that USD demand is likely to drive the pair lower, especially with key data releases on the horizon. ✅ Please share your thoughts about GBP/USD in the comments section below and HIT LIKE if you appreciate my analysis. Don't forget to FOLLOW ME; you will help us a lot with this small contribution.
Short
by FOREXN1
1
USDJPY: Important Support & Resistance Levels 🇺🇸🇯🇵 Here is my latest structure analysis and important support and resistance levels to pay close attention to on USDJPY. Resistance 1: 146.50 - 147.35 area Resistance 2: 149.30 - 149.40 area Support 1: 141.64 - 142.20 area Support 2: 139.60 - 140.60 area From a current perspective, probabilities are high that the pair will continue growing, at least to Resistance 1. After its test, consider that for pullback/breakout trading. ❤️Please, support my work with like, thank you!❤️
Long
by VasilyTrader
1
EUR/USD Extends Losses as USD Strengthens, Bearish Impulse FocusThe EUR/USD pair has extended its decline for a third consecutive day, falling in line with our previous forecast. The US Dollar (USD) has gained traction, supported by a risk-off market sentiment and recent comments from Federal Reserve (Fed) Chair Jerome Powell. On Monday, Powell downplayed expectations of a significant 50 basis points (bps) rate cut, indicating that the central bank is not in a hurry to lower rates aggressively. His cautious tone has further bolstered the Dollar, keeping pressure on the Euro. From a broader perspective, the main scenario for EUR/USD remains unchanged from what was outlined in previous analyses. We are still looking for a potential new bearish impulse, particularly as markets anticipate the release of the ADP Non-Farm Employment Change report later today. This key economic indicator could further influence the pair’s movement, with stronger-than-expected data likely boosting the USD and pushing the EUR/USD lower. Technically, the pair is approaching our second take profit target as the bearish momentum continues. The current outlook suggests further downside potential, especially if today’s ADP report supports the case for a resilient US labor market, reinforcing the strength of the USD. In conclusion, with the EUR/USD pair continuing its downward trend and the USD benefiting from Powell’s cautious stance, we anticipate further bearish action. The release of the ADP Non-Farm Employment Change report today could provide the catalyst needed to reach our second take profit target. Traders should remain vigilant, as the bearish scenario is still in play and could gain momentum following today’s data. ✅ Please share your thoughts about EUR/USD in the comments section below and HIT LIKE if you appreciate my analysis. Don't forget to FOLLOW ME; you will help us a lot with this small contribution.
Short
by FOREXN1
1
Shatter the Comparison Trap: Elevate Yourself Through Self-FocusComparing yourself to others can actually be a beneficial emotion. It's a desire to improve yourself, a drive to strive for excellence, and a way to compete with the best in the field. This can inspire traders to develop their skills, explore new ideas and approaches, take calculated risks, and optimize their time and actions effectively. However, not everyone knows how to manage their emotions properly. At some point, comparing yourself to others can shift from a motivational force to a detrimental state. Instead of fostering self-improvement, it can lead to what we can call “self-beating up,” where traders become overly critical of themselves. This shift can hinder personal growth and create a cascade of problems. In this post, we will explore strategies for managing the tendency to compare yourself to others in trading, transforming what can be a potential obstacle into a powerful catalyst for personal and professional growth. Let’s dive into how to effectively harness this emotional state and turn it into a positive driving force on your trading journey. 📍 Causes And Consequences Comparing your self to others in trading is a common emotion that can emerge when a trader witnesses the success of their peers, often resulting in feelings of resentment or disappointment regarding their own performance. This sentiment can be particularly intense when traders measure themselves against friends, acquaintances, or even anonymous traders in online trading communities. As a result, the pressure to match the achievements of others can lead to negative self-reflection and hinder personal growth in the trading journey. 📍 When Do We Start Comparing Our Trading Journey To Someone Else's ? 🔹 Social Media and Forums: The rise of social media and online forums has made it incredibly easy for traders to share their successes. Seeing others post about their impressive gains or profitabe trades can be discouraging, especially when traders feel that their own results are lacking in comparison. 🔹 Comparing Results: Many traders fall into the habit of constantly measuring their performance against that of others. Witnessing peers excel can lead to dissatisfaction with their own progress and foster a distorted view of their own abilities. 🔹 Novice Success: It's often particularly frustrating to observe newcomers achieve quick success, seemingly with minimal effort. This can breed resentment among more experienced traders and leave them questioning their own skills and strategies. 🔹 Lack of Progress: When traders perceive stagnation or a lack of significant success, they may turn to others for comparison. If they feel they're not advancing as expected, they might increasingly look to peers who appear to be making strides. 🔹 Exaggerated Expectations: Many traders set ambitious targets, such as aiming for a specific percentage of profits within a certain timeframe (e.g., 10% per month). Failing to reach these goals—especially in light of others' apparent successes—can lead to feelings of frustration and inadequacy. 📍 Constantly Comparing Yourself To Others Can Hinder Your Trading Journey 🔹 Overestimating Other People's Strategies: Observing the success of others might prompt traders to impulsively alter their strategies in an attempt to replicate those results. This can result in inconsistency in their trading approach and hinder genuine growth, as they may abandon their own tested methods for strategies that might not align with their trading style. 🔹 Negative Emotions: Consistent comparison can generate negative feelings such as resentment and frustration when faced with another's accomplishments. These emotions can cloud judgment and adversely affect decision-making processes, potentially leading to poor trading choices and increased risk-taking behavior. 🔹 Social Isolation: In some cases, the act of comparison may prompt traders to withdraw from social interactions with more successful peers. This distancing can limit opportunities for collaboration, learning, and mentorship within the trading community, which are crucial for personal and professional development. 🔹 Discussing Other People's Successes: Focusing on and discussing the achievements of others—often in a negative or envious light—can distract traders from recognizing and valuing their own progress. This ongoing comparison can breed a cycle of negativity that diminishes motivation, as traders might overlook their own achievements while fixating on the successes of others. 📍 Constantly Comparing Yourself To Others In Trading Can Harm Your Long-term Success 🔹 Impulsive Decisions: Constantly measuring yourself against others can lead to a desire to catch up or replicate another's success. This urgency may cause traders to take unnecessary risks and make impulsive decisions that deviate from their strategies. Such behavior often results in losses and undermines long-term success. 🔹 Decreased Focus: When traders become fixated on comparisons, they tend to lose sight of their individual trading strategies and personal goals. This distraction can detract from their analytical effectiveness and compromise their decision-making processes, leading to bad results. 🔹 Emotional Burnout: Ongoing comparisons can contribute to feelings of inadequacy and perpetual dissatisfaction, leading to emotional exhaustion. As these feelings accumulate, traders may struggle to maintain motivation and enthusiasm for trading, which is essential for sustained performance. 🔹 Breakdown in Discipline: The pressure to achieve results quickly or to match the performance of more successful traders can erode a trader’s discipline. This might result in erratic trading behavior, divergence from well-established strategies, and heightened vulnerability to losses, thereby jeopardizing their trading journey. 🔹 Frustration and Disappointment: Constantly measuring progress against others typically fosters chronic dissatisfaction with own performance. This incessant fixation can lead to ongoing frustration, which in turn can diminish confidence and negatively affect trading outcomes. 📍 How To Stop Constantly Comparing Yourself To Others ? 🔹 Focus on Your Goals: Concentrate on your personal trading objectives and strategies. Instead of comparing yourself to others, turn your attention inward. Remember that not everyone can achieve the same level of success as Warren Buffett, regardless of their abilities. It's not about having lofty ambitions; what matters is the gradual progress toward your goals. Make sure to continually develop yourself, steadily raising your own standards and aspirations. 🔹 Cultivate Reasonable Confidence: Question whether everyone who claims to achieve returns of 50-100% has genuinely earned those results. Avoid falling for misleading advertisements; trust only what can be verified. Remember, knowledgeable traders take pride in their expertise, not their wealth. 🔹 Embrace Development and Learning: Commit to continuously improving your skills and knowledge. The more you learn, the more confident you'll become in your abilities—and the less you'll find yourself fixated on the achievements of others. 🔹 Foster Positive Thinking: Shift your mindset by replacing constant comparison with admiration for the successes of others. Use their accomplishments as inspiration for your own growth and development. 🔹 Build Community and Support: Connect with other traders to share experiences and offer mutual support. Not only can you gain valuable knowledge and learn from the mistakes of others, but you will also appreciate that every achievement requires significant time and effort. 🔹 Practice Meditation and Relaxation: Practice relaxation techniques into your routine to help reduce stress and emotional strain. 📍 Conclusion Cease the habit of comparing yourself to others, as it often clouds your unique path to success. Instead, redirect your energy toward your personal development by setting clear and meaningful goals that resonate with your aspirations. Cultivate a deep belief in your own potential and capabilities, recognizing that your journey is distinct and valuable. Embrace the idea that with dedication and resilience, success will naturally unfold as a result of your commitment to growth and self-improvement! Grass Isn't Greener On The Other Side. It Is Greener Where You Water It Traders, If you liked this educational post🎓, give it a boost 🚀 and drop a comment 📣
Education
by Lingrid
8
MarketBreakdown | AUDUSD, USDCHF, EURGBP, GBPCAD Here are the updates & outlook for multiple instruments in my watch list. 1️⃣ #AUDUSD weekly time frame 🇦🇺🇺🇸 The market opening is very bullish for the pair. We see a breakout attempt of a major horizontal weekly resistance. If a weekly candle closes above the underlined blue area, it will open a potential for much more growth. 2️⃣ #USDCHF daily time frame 🇺🇸🇨🇭 The market is currently consolidating within a relatively wide horizontal parallel channel. The price is currently approaching its support. With a high probability, a consolidation will continue, and we will see a bullish movement from that. 3️⃣ #EURGBP daily time frame 🇪🇺🇬🇧 The price violated a significant daily/weekly horizontal support last week. Because the pair is trading in a long-term bearish trend, such a violation indicates the strength of the sellers and a highly probable bearish continuation. 4️⃣ #GBPCAD daily time frame 🇬🇧🇨🇦 The market is trading in a strong bullish trend. Currently, we see a breakout attempt of the resistance based on a current high. If a daily candle closes above that, it will confirm a bullish continuation. Do you agree with my market breakdown? ❤️Please, support my work with like, thank you!❤️
Long
by VasilyTrader
5
ESSENTIAL FACTORS IN BACKTESTINGTesting trading strategies is essential for assessing their effectiveness based on historical market data. It allows traders to gain insights into how a strategy would perform under real market conditions, identify necessary adjustments, and understand various influencing factors. For instance, it can reveal how news releases impact trading outcomes or how a gradual increase in position volume can help recover losses. In this post, we will explore the most important criteria for effective testing. Criteria for Testing Strategies on Historical Data 📍 1. Reliability and Quality of Historical Data Accurate and comprehensive historical market data is crucial for effective testing. Any errors or omissions in the quotes can significantly skew the results. For instance, if there is a missing entry for a day that experienced a spike, the absence of this data could misrepresent the strategy's performance. This missing information might conceal a stop-loss trade that closed at a loss, ultimately distorting the yield curve and leading to misleading conclusions. What to Consider: 🔹 Data Quality: It’s essential to use verified data sources that minimize errors and lag. Ideally, obtain quotes directly from your broker. If you are testing your strategy on third-party platforms, consider using data from TradingView. 🔹 Depth of History: The data should encompass a significant time period that includes various market conditions, such as trends, consolidations, and different volatility levels. For scalping strategies, a minimum of one year of data is recommended, while long-term strategies should be tested on data spanning more than three years. 🔹 Tick Accuracy: For high-frequency trading and scalping, having tick-level data is crucial. Conversely, for medium-term strategies, candlestick closing data may suffice. The price history is sourced from your broker and may vary from the histories provided by other brokers due to differing liquidity providers. However, there should not be substantial discrepancies or noticeable gaps in the data. 📍 2. Reality of Order Execution When testing a trading strategy using historical data, it's important to recognize that real trading differs significantly from backtesting: 🔹 Variable Spread: The spread can fluctuate based on market volatility, the time of day, or significant news events. It's essential to account for changing spreads during testing rather than relying on fixed values in your settings. 🔹 Slippage: Orders may be executed at prices different from the expected level, particularly in volatile markets or when liquidity is low. 🔹 Execution Delay : A delay may occur between the submission of an order and its actual execution, especially in fast-moving markets. The key issue is that in a strategy tester, orders are executed instantly, whereas real trading involves slippage, server delays, and other factors. This can lead to discrepancies of several points. Therefore, it's advisable to establish a percentage deviation parameter to estimate the potential difference between the test results and real trading outcomes, leaning towards the conservative side. Alternatively, you can test the strategy under various spread conditions and analyze how performance metrics and the equity curve are affected by changes in the spread. 📍 3. Accounting for Commissions and Costs Even a strategy that demonstrates positive results in a backtesting environment can become unprofitable once real trading costs are factored in: 🔹 Broker Commissions: It is crucial to consider the fixed or variable commissions charged by the broker for each trade. Some strategy testers allow you to integrate commission parameters; if that's not the case, you should manually subtract these costs from the profit for each full lot traded. 🔹 Spread: The spread can widen during periods of low liquidity, which can significantly impact profitability. Some testers include spread parameters, but others may not. 🔹 Swaps: Swap rates can vary drastically between brokers, and it’s important to remember that they can be substantial, particularly when held overnight due to rollover rates. The core issue lies in the limitations of the testing software. If your tester does not account for floating spreads and swaps, it may be worth exploring alternative options. 📍 4. Optimization and Over-Optimization of the Strategy While strategy testing is essential, it can lead to over-optimization, also known as data fitting. A strategy that appears perfect for historical data might not perform effectively in real market conditions. To mitigate this risk, consider the following: 🔹 Avoid Deep Ad Hoc Parameter Fitting: Over-optimizing too many parameters for historical data can significantly reduce a strategy's robustness in live trading environments. A strategy that is fine-tuned solely for past performance may fail when faced with the unpredictability of future market conditions. 🔹 Use Forward Testing: This approach involves testing a strategy on one timeframe and then applying it to a different timeframe. This method can help prevent over-optimization by assessing the strategy's adaptability across various market conditions. The key takeaway is achieving balance. Attempting to utilize numerous indicators simultaneously and fine-tuning their values extensively can lead to problems. If you have adjusted parameters based on a selective set of trades (let’s say, a 15-trade segment), it’s likely that you will need to readjust for different segments. 📍 5. Testing Under Different Market Conditions To ensure comprehensive evaluation, a trading strategy should be tested under various market conditions: 🔹 Trend and Range Markets: It’s essential to verify that the strategy performs effectively during periods of strong trending markets as well as in sideways (range-bound) movements. A robust strategy should be adaptable to both scenarios. 🔹 Volatility: The strategy should be assessed across different volatility levels. While it might perform well in low-volatility environments, it may struggle or become unprofitable during sharp market movements. Testing across diverse volatility conditions is crucial for understanding the strategy's resilience. 🔹 Macroeconomic Events: Significant economic factors, such as news releases and central bank decisions, can greatly impact market behavior. Therefore, it’s important to test the strategy over timeframes that include these critical events to gauge its performance in response to external shocks. By thoroughly testing across these varying conditions, traders can better understand the strategy’s strengths and weaknesses, leading to more informed trading decisions. 📍 6. Stress Testing Stress testing is a crucial process for assessing the sustainability and resilience of a trading strategy under adverse conditions. Consider the following factors during stress testing: 🔹 Falling Liquidity: Evaluate how the strategy performs during scenarios of sharply reduced market liquidity. Understanding its behavior in these situations is vital, as low liquidity can lead to wider spreads and slippage, affecting trade execution and overall performance. 🔹 Price Spikes: Assess the strategy's response to unexpected price changes, such as those triggered by significant news events (e.g., interest rate announcements). Observing how the strategy reacts to rapid market movements helps gauge its robustness in volatile conditions. 🔹 Crisis Events: Testing the strategy against data from historical financial crises can provide insight into its resilience during extreme market conditions. For instance, analyzing performance during the 2008/2020 financial crisis or the market disruptions caused by geopolitical events (such as the 2022 war) can reveal potential weaknesses and strengths. 📍 7. Analyzing Strategy Metrics After conducting tests on your trading strategy, it is essential to analyze the results through key performance metrics. The following metrics provide valuable insights into the strategy's effectiveness and risk profile: 🔹 Maximum Drawdown: This measures the maximum peak-to-trough decline in funds during the testing period. A lower drawdown indicates a less risky strategy, as it shows how much the capital could potentially decrease before recovering. 🔹 Risk/Profit Ratio: This metric assesses the profit generated for every dollar at risk. A favorable risk/profit ratio indicates that the potential rewards justify the risks taken, making the strategy more appealing. 🔹 Percentage of Profitable Trades: While the sheer number of profitable trades is important, it's equally crucial to analyze the ratio of profitable trades to losing trades. A higher percentage signifies a consistently effective strategy, but it should also be evaluated in conjunction with other metrics. 🔹 Average Profit/Loss: This metric calculates the average profit of winning trades and the average loss of losing trades. Understanding these averages helps to contextualize the strategy’s overall performance and can guide adjustments to improve outcomes. 📍 Conclusion There is no one-size-fits-all algorithm or set of criteria for testing trading systems. Each strategy has unique characteristics that require tailored evaluation methods. However, there are general recommendations that should be considered when assessing any type of trading strategy. Gaining an understanding of parameter selection and optimization comes with experience. It is advisable to first gather this experience on a demo account by running a strategy that has been fine-tuned in a testing environment. However, it’s important to note that testing environments may not replicate real market conditions accurately—issues such as price delays and slippage can significantly affect trade execution in live markets. Thus, when transitioning from a demo account to a real account, continuous monitoring is essential. Traders should keep track of statistical parameters and be vigilant for any deviations from the outcomes observed during testing. This oversight will help ensure better alignment with the strategy’s expected performance and provide an opportunity to make necessary adjustments in response to changing market conditions. Traders, If you liked this educational post🎓, give it a boost 🚀 and drop a comment 📣
Education
by Lingrid
4
EUR/USD Reverses at Supply Level Amid German PMI WeaknessGermany’s Manufacturing PMI continued its decline, dropping to 40.3 in September, falling short of the forecast of 42.4. This latest figure signals ongoing weakness in Europe’s largest economy, as the manufacturing sector struggles with reduced demand and broader economic challenges. The PMI contraction adds further pressure to the already fragile outlook for the Eurozone, and it has contributed to the recent bearish moves in the EUR/USD pair. As anticipated in our recent analysis, the EUR/USD reacted sharply to the supply level around 1.11500, starting a reversal following the weak data. The currency pair’s behavior confirms the importance of this key resistance area, which has once again acted as a barrier to further gains. The reversal gained momentum as the Services PMI for the German economy also disappointed, falling to 50.6 in September, below the expected 51.0. The combined weakness in both manufacturing and services sectors signals a broader slowdown in the German economy, weighing on the Euro. Adding to the bearish outlook for the EUR/USD, the Commitment of Traders (COT) report shows a clear divergence in sentiment between retail traders and institutional investors. Retail traders remain largely long on the EUR/USD, reflecting optimism that the Euro will recover. However, "Smart Money" — large institutional traders — continue to hold a bearish position, suggesting that they expect further downside for the pair. This contrast in positioning underscores the potential for more weakness in the Euro, particularly if the economic data from Germany and the Eurozone continues to disappoint. As smart money maintains a bearish stance and the EUR/USD begins its reversal, traders should remain cautious of potential short-term rallies and focus on the broader downtrend that seems to be forming. Looking ahead, traders will keep a close eye on future economic data releases and central bank decisions, as these will likely shape the next leg of the EUR/USD’s movement. For now, the pair appears set to continue its downward trend, with the 1.11500 supply level serving as a strong point of resistance. ✅ Please share your thoughts about EUR/USD in the comments section below and 👍 HIT LIKE if you appreciate my analysis. Don't forget to FOLLOW ME; you will help us a lot with this small contribution.
Short
by FOREXN1
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#XAUUSD 1DAYXAGUSD Daily Analysis: Buy Opportunity on Trendline Breakout The silver market (XAGUSD) is currently presenting a compelling buy opportunity following a significant trendline breakout. This technical development suggests a potential shift in market sentiment and upward momentum. 1.Trendline Breakout: The price has decisively broken above the established downward trendline, signaling a shift from bearish to bullish sentiment. This breakout typically indicates the possibility of a sustained upward movement. 2.Confirmation Indicators: The breakout is supported by increased trading volume, which reinforces the strength of this move. A closing candle above the trendline further validates the bullish outlook. 3.Support Levels: The previous resistance level is now acting as a support zone, providing a safety net for buyers entering at this point. 4.Technical Indicators: Momentum indicators, such as the RSI, are moving toward overbought territory, while the MACD is showing a bullish crossover, suggesting that momentum is building. 5.Market Sentiment: Positive economic developments and increased demand for silver in industrial applications contribute to the favorable outlook. Additionally, geopolitical tensions may drive safe-haven buying. Conclusion With the trendline breakout signaling a shift in momentum, a buy opportunity in XAGUSD looks promising. Traders should consider entering positions with a stop-loss just below the breakout level to manage risk effectively. Keep an eye on economic data releases and market developments that may impact silver prices.
OANDA:XAGUSDLong
by PIPSFIGHTER