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Exponential Moving Average (EMA)

EMA Crossover Strategy (Enhanced Debug)its a very simple strategy using a short ema of 10 a medium ema of 50 and a long ema of 200 it only makes buy trades if the price is above the long ema and only makes short trades if the price is below the long ema then it enters buy trades if the short ema crosses obove the medium ema and only enters short trades if the short ema crosses below the medium ema it also closes its buy positions if the short ema crosses below the medium ema and closes its sell positions in the apposite situation
Pine Script™ strategy
by zamo1seed
Phase Cross Strategy with Zone### Introduction to the Strategy Welcome to the **Phase Cross Strategy with Zone and EMA Analysis**. This strategy is designed to help traders identify potential buy and sell opportunities based on the crossover of smoothed oscillators (referred to as "phases") and exponential moving averages (EMAs). By combining these two methods, the strategy offers a versatile tool for both trend-following and short-term trading setups. ### Key Features 1. **Phase Cross Signals**: - The strategy uses two smoothed oscillators: - **Leading Phase**: A simple moving average (SMA) with an upward offset. - **Lagging Phase**: An exponential moving average (EMA) with a downward offset. - Buy and sell signals are generated when these phases cross over or under each other, visually represented on the chart with green (buy) and red (sell) labels. 2. **Phase Zone Visualization**: - The area between the two phases is filled with a green or red zone, indicating bullish or bearish conditions: - Green zone: Leading phase is above the lagging phase (potential uptrend). - Red zone: Leading phase is below the lagging phase (potential downtrend). 3. **EMA Analysis**: - Includes five commonly used EMAs (13, 26, 50, 100, and 200) for additional trend analysis. - Crossovers of the EMA 13 and EMA 26 act as secondary buy/sell signals to confirm or enhance the phase-based signals. 4. **Customizable Parameters**: - You can adjust the smoothing length, source (price data), and offset to fine-tune the strategy for your preferred trading style. ### What to Pay Attention To 1. **Phases and Zones**: - Use the green/red phase zone as an overall trend guide. - Avoid taking trades when the phases are too close or choppy, as it may indicate a ranging market. 2. **EMA Trends**: - Align your trades with the longer-term trend shown by the EMAs. For example: - In an uptrend (price above EMA 50 or EMA 200), prioritize buy signals. - In a downtrend (price below EMA 50 or EMA 200), prioritize sell signals. 3. **Signal Confirmation**: - Consider combining phase cross signals with EMA crossovers for higher-confidence trades. - Look for confluence between the phase signals and EMA trends. 4. **Risk Management**: - Always set stop-loss and take-profit levels to manage risk. - Use the phase and EMA zones to estimate potential support/resistance areas for exits. 5. **Whipsaws and False Signals**: - Be cautious in low-volatility or sideways markets, as the strategy may generate false signals. - Use additional indicators or filters to avoid entering trades during unclear market conditions. ### How to Use 1. Add the strategy to your chart in TradingView. 2. Adjust the input settings (e.g., smoothing length, offsets) to suit your trading preferences. 3. Enable the strategy tester to evaluate its performance on historical data. 4. Combine the signals with your own analysis and risk management plan for best results. This strategy is a versatile tool, but like any trading method, it requires proper understanding and discretion. Always backtest thoroughly and trade with discipline. Let me know if you need further assistance or adjustments to the strategy!
Pine Script™ strategy
by jwealth168
1
EMA SHIFT & PARALLEL [n_dot]BINANCE:ETHUSDT.P This strategy was developed for CRYPTO FUTURES, (the settings for ETHUSDT.P) . I aimed for the strategy to function in a live environment, so I focused on making its operation realistic: When determining the position, only 80% (adjustable) of the available cash is invested to reduce the risk of position liquidation. I account for a 0.05% commission, typical on the futures market, for each entry and exit. Concept: I modified a simple, well-known method: the crossover of two exponential moving averages (FAST, SLOW) generates the entry and exit signals. I enhanced the base idea as follows: For the fast EMA, I incorporated a multiplier (offset) to filter out market noise and focus only on strong signals. I use different EMAs for long and short entry points; both have their own FAST and SLOW EMAs and their own offset. For longs, the FAST EMA is adjusted downward (<1), while for shorts, it is adjusted upward (>1). Consequently, the signal is generated when the modified FAST EMA crosses the SLOW EMA. Risk Management: The position includes the following components: Separate stop-losses for long and short positions. Separate trailers for long and short positions. The strategy operates so that the entry point is determined by the EMA crossover, while the exit is governed only by the Stop Loss or Trailer. Optionally, it can be set to close the position at the EMA recrossing ("Close at Signal"). Trailer Operation: An entry percentage and offset are defined. The trailer activates when the price surpasses the entry price, calculated automatically by the system. The trailer closes the position when the price drops by the offset percentage from the highest reached price. Example for trailer: Purchase Price = 100 Trailer Enter = 5% → Activation Price = 105 (triggers trailer if market price crosses it). Trailer Offset = 2% If the price rises to 110, the exit price becomes 107.8. If the price goes to 120, the exit price becomes 117.6. If the price falls below 117.6, the trailer closes the position. Settings: Source: Determines the market price reference. End Close: Closes positions at the end of the simulation to avoid "shadow positions" and provide an objective result. Lot proportional to free cash (%): Only a portion of free cash is invested to meet margin requirements. Plot Short, Plot Long: Simplifies displayed information by toggling indicator lines on/off. Long Position (toggleable): EMA Fast ws: Window size for FAST EMA. EMA Slow ws: Window size for SLOW EMA. EMA Fast down shift: Adjustment factor for FAST EMA. Stop Loss long (%): Percent drop to close the position. Trailer enter (%): Percent above the purchase price to activate the trailer. Trailer offset (%): Percent drop to close the position. Short Position (toggleable): EMA Fast ws: Window size for FAST EMA. EMA Slow ws: Window size for SLOW EMA. EMA Fast up shift: Adjustment factor for FAST EMA. Stop Loss short (%): Percent rise to close the position. Trailer enter (%): Percent below the purchase price to activate the trailer. Trailer offset (%): Percent rise to close the position. Operational Framework: If in a long position and a short EMA crossover occurs, the strategy closes the long and opens a short (flip). If in a short position and a long EMA crossover occurs, the strategy closes the short and opens a long (flip). A position can close in three ways: Stop Loss Trailer Signal Recrossing If none are active, the position remains open until the end of the simulation. Observations: Shifts significantly deviating from 1 increase overfitting risk. Recommended ranges: 0.96–0.99 (long) and 1.01–1.05 (short). The strategy's advantage lies in risk management, crucial in leveraged futures markets. It operates with relatively low DrawDown. Recommendations: Bullish Market: Higher entry threshold (e.g., 6%) and larger offset (e.g., 3%). Volatile/Sideways Market: Tighter parameters (e.g., 3%, 1%). The method is stable, and minor parameter adjustments do not significantly impact results, helping assess overfitting: if small changes lead to drastic differences, the strategy is over-optimized. EMA Settings: Adjust FAST and SLOW EMAs based on the asset's volatility and cyclicality. On the crypto market, especially in the Futures market, short time periods (1–15 minutes) often show significant noise, making patterns/repetitions hard to identify. I recommend setting the interval to at least 1 hour. I hope this contributes to your success!
Pine Script™ strategy
by n_dot
GocchiMulti-Indicator: RSI & Moving Averages This versatile TradingView indicator combines two essential tools for technical analysis—Relative Strength Index (RSI) and Moving Averages (MAs)—into one comprehensive solution. It is designed for traders seeking flexibility, customization, and efficiency in their charting experience. Features: Relative Strength Index (RSI): Customizable RSI length. Adjustable overbought and oversold levels. Selectable source input (e.g., close, open, high, low). Visual levels for overbought and oversold zones, aiding in quick trend and momentum identification. Three Moving Averages: Three independently customizable moving averages. Options for Simple Moving Average (SMA) or Exponential Moving Average (EMA) for each line. Adjustable lengths for short-, medium-, and long-term trend tracking. Visual Enhancements: Clear, color-coded plots for RSI and each moving average. Overbought and oversold zones are highlighted with horizontal dotted lines. Alerts: Get notified when RSI crosses above the overbought level or below the oversold level. Alerts help traders stay on top of potential market reversals or breakout opportunities. Use Cases: RSI Analysis: Spot overbought or oversold conditions to identify potential reversals. Trend Following: Use moving averages to confirm trends or identify crossovers for potential entry and exit points. Custom Strategies: Tailor the settings to fit specific trading styles, such as scalping, swing trading, or long-term investing. This all-in-one indicator streamlines your analysis by reducing the need for multiple overlays, making your charts cleaner and more actionable. Whether you're a novice or an experienced trader, this tool provides the flexibility and insights you need to succeed in any market condition.
Pine Script™ indicator
by maninder9
Moving AverageThe Moving Average Indicator script on Trading View is a versatile tool designed to smooth price data and identify trends in financial markets. It calculates the average price over a specified period, helping traders visualize the direction of the market. Common types include Simple Moving Average (SMA) and Exponential Moving Average (EMA), with adjustable periods to suit various strategies. By overlaying the indicator on the price chart, users can spot potential entry or exit points, trend reversals, and support or resistance levels. Ideal for both beginners and experienced traders, this script enhances decision-making with a clear, intuitive visualization of market trends.
Pine Script™ indicator
by moneyocean
50 and 9 EMA CrossoverThis 50 and 9 EMA Crossover strategy is a simple yet effective trend-following approach designed to identify key market entry and exit points based on the interaction of two Exponential Moving Averages (EMAs). Key Features: 50-period EMA (Blue Line): Represents the longer-term trend. It smooths out price data to show the overall market direction. 9-period EMA (Red Line): Represents the shorter-term trend, responding quicker to recent price movements. Strategy: Buy Signal: A crossover occurs when the 9 EMA crosses above the 50 EMA, indicating that short-term momentum is stronger than the long-term trend. This is often interpreted as a signal to enter a long position (buy). Sell Signal: A crossunder occurs when the 9 EMA crosses below the 50 EMA, suggesting that short-term momentum is weakening or reversing. This can be used as an indication to close long positions or enter short trades (sell). Key Benefits: Visual Indicators: The script plots both EMAs on the chart for a clear visual representation of market trends. Clear Entry/Exit Signals: The "BUY" and "SELL" signals are displayed directly on the chart when the crossovers and crossunders occur, making it easy to act on these key moments. Alerts: Set up alerts to get notified when these crossovers occur, ensuring you don’t miss important trading opportunities. This strategy works best in trending markets and can be used for both short-term and longer-term trading, depending on your preferences.
Pine Script™ indicator
by AlierPM
Price Action Health CheckThis is a price action indicator that measures market health by comparing EMAs, adapting automatically to different timeframes (Weekly/Daily more reliable) and providing context-aware health status. Key features: Automatically adjusts EMA periods based on timeframe Measures price action health through EMA separation and historical context Provides visual health status with clear improvement/deterioration signals Projects a 13-period trend line for directional context Trading applications: Identify shifts in market health before major trend changes Validate trend strength by comparing current readings to historical averages Time entries/exits based on health status transitions Filter trades using timeframe-specific health readings I like to use it to keep SPX in check before deciding the market is going down. Note: For optimal analysis, use primarily on Weekly and Daily timeframes where price action patterns are more significant.
Pine Script™ indicator
by marsrides
EMA 7/20/50/100/200This script provides a clean and efficient way to plot multiple Exponential Moving Averages (EMAs) directly on the price chart. It includes the following EMAs for enhanced trend analysis: EMA 7, EMA 20, EMA 50, EMA 100, and EMA 200. Each EMA is color-coded for easy differentiation and labeled in the legend for quick reference. Use Case: Short-Term Trends: Use EMA 7 and EMA 20 for analyzing short-term price movements. Medium-Term Trends: EMA 50 helps to identify medium-term trends. Long-Term Trends: EMA 100 and EMA 200 are essential for observing long-term market trends and significant support/resistance levels. Features: Overlay on the price chart for a seamless view. Distinct color coding for each EMA: Green (EMA 7) for very short-term trends. Red (EMA 20) for short-term trends. Orange (EMA 50) for medium-term trends. Aqua (EMA 100) for long-term trends. Blue (EMA 200) for very long-term trends. Fully adjustable to suit your trading style. This tool is ideal for traders and analysts looking for a quick and clear visualization of key moving averages on the chart. It aids in identifying market momentum, trend reversals, and dynamic support/resistance zones.
Pine Script™ indicator
by arunmastermind
UM VIX status table and Roll Yield with EMA Description : This oscillator indicator gives you a quick snapshot of VIX, VIX futures prices, and the related VIX roll yield at a glance. When the roll yield is greater than 0, The front-month VX1 future contract is less than the next-month VX2 contract. This is called Contango and is typical for the majority of the time. If the roll yield falls below zero. This is considered backwardation where the front-month VX1 contract is higher than the value of the next-month VX2 contract. Contango is most common. When Backwardation occurs, there is usually high volatility present. Features : The red and green fill indicate the current roll yield with the gray line being zero. An Exponential moving average is overlaid on the roll yield. It is red when trending down and green when trending up. If you right-click the indicator, you can set alerts for roll yield EMA color transitions green to red or red to green. Suggested uses: The author suggests a one hour chart using the 55 period EMA with a 60 minute setting in the indicator. This gives you a visual idea of whether the roll yield is rising or falling. The roll yield will often change directions at market turning points. For example if the roll yield EMA changes from red to green, this indicates a rising roll yield and volatility is subsiding. This could be considered bullish. If the roll yield begins falling, this indicates volatility is rising. This may be negative for stocks and indexes. I look for short volatility positions (SVIX) when the roll yield is rising. I look for long volatility positions (VXX, UVXY, UVIX) when the roll yield begins falling. The indicator can be added to any chart. I suggest using the VX1, SPY, VIX, or other major stock index. Set the time frame to your trading style. The default is 60 minutes. Note, the timeframe of the indicator does NOT utilize the current chart timeframe, it must be set to the desired timeframe. I manually input text on the chart indicator for understanding periods of Long and Short Volatility. Settings and Defaults The EMA is set to 55 by default and the table location is set to the lower right. The default time frame is 60 minutes. These features are all user configurable. Other considerations Sometimes the Tradingview data when a VX contract expires and another contract begins, may not transition cleanly and appear as a break on the chart. Tradingview is working on this as stated from my last request. This VX contract from one expiring contract to the next can be fixed on the price chart manually: ( Chart settings, Symbol, check the "Adjust for contract changes" box) Observations Pull up a one-hour chart of VX1 or SPY. Add this indicator. roll it back in time to see how the market and volatility reacts when the EMA changes from red to green and green to red. Adjust the EMA to your trading style and time frame. Use this for added confirmation of your long and short volatility trades with the Volatility ETFs SVIX, SVXY, VXX, UVXY, UVIX. or use it for long/short indexes such as SPY.
Pine Script™ indicator
by UnderwearMillionaire
Bitcoin Reversal PredictorOverview This indicator displays two lines that, when they cross, signal a potential reversal in Bitcoin's price trend. Historically, the high or low of a bull market cycle often occurs near the moment these lines intersect. The lines consist of an Exponential Moving Average (EMA) and a logarithmic regression line fitted to all of Bitcoin's historical data. Inspiration The inspiration for this indicator came from the PI Cycle Top indicator, which has accurately predicted past bull market peaks. However, I believe the PI Cycle Top indicator may not be as effective in the future. In that indicator, two lines cross to mark the top, but the extent of the cross has been diminishing over time. This was especially noticeable in the 2021 cycle, where the lines barely crossed. Because of this, I created a new indicator that I think will continue to provide reliable reversal signals in the future. How It Works The logarithmic regression line is fitted to the Bitcoin (BTCUSD) chart using two key factors: the 'a' factor (slope) and the 'b' factor (intercept). This results in a steadily decreasing line. The EMA oscillates above and below this regression line. Each time the two lines cross, a vertical colored bar appears, indicating that Bitcoin's price momentum is likely to reverse. Use Cases - Price Bottoming: Bitcoin often bottoms out when the EMA crosses below the logarithmic regression line. - Price Topping: In contrast, Bitcoin often peaks when the EMA crosses above the logarithmic regression line. - Profitable Strategy: Trading at the crossovers of these lines can be a profitable strategy, as these moments often signal significant price reversals.
Pine Script™ indicator
by CryptoRiskAlert