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Heikin-ashi

EMA50 + CCI + HA Retracement Scalp## 📊 EMA50 + CCI + HA Retracement Scalp (1M–5M) This strategy is designed specifically for **scalping on lower timeframes (1-minute to 5-minute charts)**. It combines trend confirmation, momentum filtering, and precise pullback entries to reduce noise and improve trade timing. --- ## ⚙️ Core Concept The system follows a simple but powerful logic: **Trade with the trend → Wait for retracement → Enter on confirmation → Scale out using ATR targets** It integrates three key components: * **EMA 50** → Defines overall trend direction * **CCI (Commodity Channel Index)** → Confirms momentum strength * **Smoothed Heikin Ashi** → Provides clean entry and exit signals --- ## 📈 Trend Identification A valid trend must satisfy both conditions: ### ✅ Bullish Trend * Price is **above EMA 50** * CCI and its signal line are **above zero** ### ✅ Bearish Trend * Price is **below EMA 50** * CCI and its signal line are **below zero** This dual filter helps eliminate weak or sideways market conditions. --- ## 🔄 Entry Logic (Retracement-Based) Instead of chasing price, this system waits for a pullback: ### 🟢 BUY Setup 1. Confirm bullish trend 2. Price **retraces to EMA 50** 3. Price closes back **above EMA 50** 4. Smoothed Heikin Ashi turns **bullish (2-candle confirmation)** 👉 Entry is triggered on confirmation. --- ### 🔴 SELL Setup 1. Confirm bearish trend 2. Price **retraces to EMA 50** 3. Price closes back **below EMA 50** 4. Smoothed Heikin Ashi turns **bearish (2-candle confirmation)** 👉 Entry is triggered on confirmation. --- ## 🎯 Trade Management (ATR-Based) All levels are dynamically calculated using ATR: * **Stop Loss (SL)** = 1.5 × ATR * **Take Profits (TP1–TP7)** = 1× to 7× ATR This allows the system to adapt to: * High volatility → wider targets * Low volatility → tighter targets --- ## 📦 Visual Trade Boxes Each trade displays: * Entry price * Stop Loss * TP1 → TP7 levels * Trade number (# tracking per day) Clean labels and connectors make it easy to manage trades visually. --- ## ❌ Exit Logic Trades are exited early when: * Opposite Heikin Ashi candles appear (2-candle confirmation) * Trend conditions weaken This helps protect profits and reduce drawdowns. --- ## 🔁 Daily Reset At the start of each new trading day: * Trade counters reset * TP/SL tracking resets * A vertical line marks the new session --- ## ⚡ Special Features * ✔️ One trade per trend leg (prevents overtrading) * ✔️ xTP1 tracking for missed TP1 opportunities * ✔️ Separate toggles for BUY/SELL visuals * ✔️ Clean scalping-focused structure * ✔️ Works best in fast-moving markets --- ## ⏱️ Best Timeframes This strategy is **optimized for:** * **1-minute (1M)** * **3-minute (3M)** * **5-minute (5M)** Not recommended for higher timeframes due to: * Slower signal frequency * Reduced edge of scalping logic --- ## ⚠️ Important Notes * Designed for **scalping only**, not swing trading * Works best during **high liquidity sessions** (London / New York) * Avoid ranging or low-volatility markets * Always combine with proper risk management --- ## 🧠 Summary This strategy focuses on: * **Precision entries** * **Trend alignment** * **Volatility-based exits** By waiting for retracements and confirming with momentum + candle structure, it aims to reduce fake signals and improve consistency in fast markets.
Chỉ báo Pine Script®
của marjyhen1921
Heikin Ashi Oscillator Trend Engine At its core, this script is a Heikin Ashi-based oscillator designed to translate HA candle behavior into a normalized momentum framework that is easier to read in a separate pane. Instead of only viewing Heikin Ashi candles on price, this script converts HA-derived range behavior into an oscillator that can help show direction, expansion, contraction, and structural shifts in a more organized way. The goal is not just to turn HA into another oscillator. The goal is to build a unified HA engine that can be read through multiple layers while still staying tied to the same foundation. The script includes two core engine modes: HA Range Base This is the more direct and responsive version. It builds the oscillator from signed Heikin Ashi range behavior, then smooths that result into a cleaner momentum read. HA Blend This mode keeps the same HA foundation, but blends multiple smoothed HA range relationships together into one output. The result is often smoother and more refined while still staying rooted in Heiken Ashi structure. That distinction matters because this is not a random stack of unrelated features. Everything in the script is built around the same central idea: use Heikin Ashi-derived behavior as the base signal, then offer different ways to normalize it, smooth it, visualize it, and compare it across timeframes. The script also includes a normalization layer. A dynamic/manual lookback framework controls the reference window used for normalization and adaptive guide logic, so the oscillator can stay more balanced across different chart speeds. The output is then organized into a broader interpretation framework that includes: ➖ adaptive fast/slow crossover lines ➖ a separate SMA 20 / 50 crossover engine ➖ a rolling oscillator VWA for participation-aware context ➖ a stabilized higher-timeframe oscillator reference line ➖ a pivot-based trend overlay built from confirmed oscillator pivots ➖ adaptive zero / ±50 guide lines ➖ synthetic oscillator candles ➖ a histogram pressure envelope state engine and fill that highlights when the oscillator pushes into user-defined extreme zones inside the pane ➖ optional price-overlay candles that reuse the same oscillator color logic ➖ a compact engine table for quick reference These are not separate systems bolted on for the sake of adding more features. They are different ways of reading the same Heiken Ashi oscillator engine. A practical way to think about it: ➡️ When the oscillator is above zero and strengthening, HA-based momentum is expanding in the bullish direction. ➡️ When it is above zero but weakening, the move may still be positive, but the internal pace is cooling. ➡️ When it is below zero and weakening further, bearish pressure is expanding. ➡️ When it is below zero but improving, downside pressure may be easing even if the broader condition is still negative. The higher-timeframe oscillator line adds another layer of context. It gives you a way to compare the local pane oscillator against the next broader HA context. That can help answer whether the current move is flowing with the higher-timeframe structure or starting to diverge from it. The pivot overlay serves a different purpose. Rather than acting like another moving average, it behaves more like a structural reference derived from confirmed oscillator pivots. That can make it useful for traders who want a more regime-style guide instead of relying only on crossover behavior. The synthetic oscillator candles are there to make bar-to-bar behavior easier to read. They can help show when the oscillator is expanding, slowing, or shifting direction more clearly than a line alone. The optional price-overlay candle mode extends that same color logic back onto the main chart so pane-space and chart-space stay visually connected. This script is not meant to predict reversals by itself, and it should not be treated as a stand-alone signal machine. The way I use it is more practical: ➖ to judge whether HA-based momentum is expanding or contracting ➖ to compare local oscillator behavior against higher-timeframe context ➖ to see whether momentum is strengthening, stalling, or rotating ➖ to keep price-space and pane-space context visually aligned Bar Replay Bar Replay is especially useful here. Watching the oscillator build one bar at a time makes it much easier to understand how the HA engine responds to expansion and contraction, how the crossover layers behave during transitions, and how the pivot overlay changes only after structure is confirmed. Confluence Like most momentum tools, this works best with confluence. I would not use it in isolation. It becomes more useful when paired with structure, support/resistance, volume, trend context, RSI, or other confirmation tools. The value of this script is not that it replaces those tools. The value is that it gives Heiken Ashi behavior a more organized oscillator-based expression that can be easier to compare, normalize, and monitor over time. A few example charts:
Chỉ báo Pine Script®
của MYNAMEISBRANDON
5
Heikin-Ashi Trend Matrix [HTM]Heikin-Ashi Trend Matrix (HTM) uses smoothed Heikin-Ashi calculations combined with a multi-EMA ribbon and ADX filtering to produce a confluence-based scoring system for trend identification and signal generation. **Mathematical Foundation:** Heikin-Ashi candles are synthetic candles calculated using averaged formulas: HA-Close = (O+H+L+C)/4, HA-Open = (previous HA-Open + previous HA-Close)/2. These averaged candles naturally smooth price action and make trend direction more visually apparent. HTM applies a secondary smoothing layer (EMA, SMA, or WMA selectable) to the HA values, further reducing noise while preserving trend structure. The trend matrix evaluates six independent conditions and assigns a point for each: (1) smoothed HA candle direction, (2) price vs fast EMA, (3) fast EMA vs medium EMA alignment, (4) medium EMA vs slow EMA alignment, (5) price vs 200 EMA for long-term trend, and (6) DI+ vs DI- from the ADX system. The total score ranges from 0 to 6 for each direction. **Signal Logic:** Signals are generated only when the bullish or bearish score reaches a configurable threshold (default 4 of 6) AND ADX confirms a trending market. This multi-condition confluence approach filters out signals in choppy or low-momentum environments. Signals fire on the first bar where the score threshold is met. **Features:** - Smoothed Heikin-Ashi with selectable smoothing type (EMA/SMA/WMA) - Triple EMA ribbon (fast/medium/slow) with fill coloring - 200 EMA long-term trend reference - 6-point confluence scoring system - ADX trend strength gate - Dual take-profit levels (TP1/TP2) with ATR-based calculation - Visual score display with filled/empty dot notation - Optional bar coloring based on signal strength
Chỉ báo Pine Script®
của Jamtrader2020
Trend filter v2 [Jamallo]Intro Trend Filter v2 is the evolution of the original Trend Filter, replacing the Kalman Filter baseline and WMA-scaled bands with a kernel-smoothed Vervoort Stop and percentile-ranked deviation bands. It also draws conceptual lineage from the ENW Kernel Bands indicator, inheriting the composite kernel and dual-Vervoort architecture — but rethinking both what the kernel is applied to and how bands are sized. Breakdown A Line — Vervoort Stop A classic trailing stop built on Heikin Ashi smoothed price and ATR. Color-coded by a trend state machine: bullish when price is above a rising A line, bearish when below a falling one, neutral otherwise. This is the signal line. K Line — Kernel-Smoothed Vervoort Stop Unlike ENW where the composite kernel is applied directly to raw price, v2 feeds a second Vervoort Stop output into the kernel. This means the K line is trend-filtered before smoothing even begins, producing a slower, more structurally stable baseline that is less reactive to noise. Signal Line — Independent Vervoort Stop A third Vervoort Stop with its own ATR settings, used as an additional trend reference. Percentile Bands The key structural departure from both v1 and ENW. Instead of scaling bands by smoothed volatility × a fixed multiplier, v2 ranks upside and downside deviations from K separately using `percentile_nearest_rank` over a configurable lookback. END v2 replaces the Kalman with a kernel-smoothed Vervoort Stop and swaps fixed-deviation bands for percentile-ranked asymmetric bands — a fundamental rethink of both the baseline and the band sizing at every level.
Chỉ báo Pine Script®
của Jamallo22
2
Heikin Ashi Moving Average Overlay - Wall Street RedneckTurn any standard candlestick chart into a Heikin Ashi trend map — without replacing your candles. This overlay draws a moving average that matches Heikin Ashi candle colors in real time. Green = bullish trend, Red = bearish trend. Smooth, simple, and instantly readable. Unlike regular Heikin Ashi candles, this overlay keeps your chart clean while still showing exact trend direction based on Heikin Ashi logic. How to use: Add it to any candlestick chart to see trend direction at a glance. Use it as a trend filter or visual confirmation alongside your favorite strategies.
Chỉ báo Pine Script®
của Wall-Street-Redneck
2
XenoSmooth Predictive Candles - Advanced Heikin Ashi CandlesXenoSmooth Predictive Candles Summary in one paragraph A synthetic candle engine for crypto, FX, equities, and futures on intraday to swing timeframes. It reduces noise and flip delay so structure is easier to read. The core novelty is a predictive open with inertia plus slope lead fused with a zero lag body filter and an overshoot based wick model normalized by the real range and capped by ATR. Add it to a clean chart, hide regular candles if desired, and tune lengths. Shapes can move while the bar is open and settle on close. For conservative workflows read on bar close. Scope and intent • Markets. Major FX pairs, index futures, large cap equities, liquid crypto • Timeframes. One minute to daily • Purpose. Faster and smoother visual structure than Heikin Ashi while keeping causality and realistic wicks Originality and usefulness • Unique concept. Predictive open with inertia and slope lead plus selectable zero lag body filter and ATR capped wick overshoot in percent of real range • Failure mode addressed. Late flips in chop and unreal long wicks from raw extremes • Testability. Every control is an input. Users can toggle body method, lengths, clipping, and percent modeling • Portable yardstick. ATR based wick cap and percent of bar range scale across symbols Method overview in plain language Build a robust base price from O, H, L, and extra weight on Close. Smooth it with a chosen filter to produce the synthetic close. Drive a predictive open that follows the synthetic close with tunable inertia and a small lead from the last bar slope. Model wicks as the portion of the real extremes that extends beyond the synthetic body, smooth that overshoot, normalize by the bar range if selected, then cap by ATR to avoid tail spikes. Clamp synthetic values to the real high and low if enabled. Base measures • Range basis. True Range for the ATR cap and High minus Low for percent normalization • Return basis. Not used Components • Body Base Blend. Weighted O H L with a close bias to stabilize the base • Zero Lag Body Filter. ZLEMA or Super Smoother or WMA to set the synthetic close • Predictive Open. Inertial follow of the synthetic close plus a slope lead term • Wick Overshoot Model. Smoothed extension beyond the body, optional percent of real range, ATR cap • Clamp Option. Keeps synthetic open and close inside the real bar range Fusion rule • Synthetic close equals filtered base • Synthetic open equals previous open plus inertia times distance to synthetic close plus slope lead • Wicks equal smoothed overshoot above and below the body, optionally percent of range then converted back to price and capped by ATR Inputs with guidance Setup • Signal timeframe. Uses the chart timeframe • Invert direction. Not applicable • Session windows. Not applicable Logic • Body length. Core smoothing length for the synthetic close. Typical 6 to 14. Higher gives smoother and slower. Lower gives faster flips • Body method. ZLEMA or Super Smoother or WMA. ZLEMA is fastest. Super Smoother is calmest • Close weight in base. 0 to 1. Higher gives stronger emphasis on close and less noise • Open inertia. 0 to 1. Higher makes the open follow the close more tightly • Lead gain. 0 to 1. Higher adds more phase lead. Keep modest to avoid overshoot • Clamp body to real range. On keeps synthetic body inside high and low • Wick smooth length. Typical 4 to 10. Higher reduces jitter • Overshoot as percent. On stabilizes wicks across regimes • ATR length. Typical 10 to 20 for the cap • Max wick equals ATR times. 0 disables. 1.0 to 2.0 contains extreme tails Filters • Efficiency or trend filter. Not used • Micro versus macro range relation. Not used • Location filter. Not used Realism and responsible publication • No performance claims • Intrabar motion reminder. Shapes can move while a bar forms and settle on close • Strategies must use standard candles for signals and orders Honest limitations and failure modes • High impact releases and thin liquidity can distort wicks and produce gaps that any smoother cannot predict • Very quiet regimes can reduce contrast. Consider longer body length • Session time on the chart controls the definition of each bar
Chỉ báo Pine Script®
của exlux
Adaptive Heikin Ashi [CHE]Adaptive Heikin Ashi — volatility-aware HA with fewer fake flips Summary Adaptive Heikin Ashi is a volatility-aware reinterpretation of classic Heikin Ashi that continuously adjusts its internal smoothing based on the current ATR regime, which means that in quiet markets the indicator reacts more quickly to genuine directional changes, while in turbulent phases it deliberately increases its smoothing to suppress jitter and color whipsaws, thereby reducing “noise” and cutting down on fake flips without resorting to heavy fixed smoothing that would lag everywhere. Motivation: why adapt at all? Classic Heikin Ashi replaces raw OHLC candles with a smoothed construction that averages price and blends each new candle with the previous HA state, which typically cleans up trends and improves visual coherence, yet its fixed smoothing amount treats calm and violent markets the same, leading to the usual dilemma where a setting that looks crisp in a narrow range becomes too nervous in a spike, and a setting that tames high volatility feels unnecessarily sluggish as soon as conditions normalize; by allowing the smoothing weight to expand and contract with volatility, Adaptive HA aims to keep candles readable across shifting regimes without constant manual retuning. What is different from normal Heikin Ashi? Fixed vs. adaptive blend: Classic HA implicitly uses a fixed 50/50 blend for the open update (`HA_open_t = 0.5 HA_open_{t-1} + 0.5 HA_close_{t-1}`), while this script replaces the constant 0.5 with a dynamic weight `w_t` that oscillates around 0.5 as a function of observed volatility, which turns the open update into an EMA-like filter whose “alpha” automatically changes with market conditions. Volatility as the steering signal: The script measures volatility via ATR and compares it to a rolling baseline (SMA of ATR over the same length), producing a normalized deviation that is scaled by sensitivity, clamped to ±1 for stability, and then mapped to a bounded weight interval ` `, so the adaptation is strong enough to matter but never runs away. Outcome that matters to traders: In high volatility, the weight shifts upward toward the prior HA open, which strengthens smoothing exactly where classic HA tends to “chatter,” while in low volatility the weight shifts downward toward the most recent HA close, which speeds up reaction so quiet trends do not feel artificially delayed; this is the practical mechanism by which noise and fake signals are reduced without accepting blanket lag. How it works 1. HA close matches classic HA: `HA_close_t = (Open_t + High_t + Low_t + Close_t) / 4` 2. Volatility normalization: `ATR_t` is computed over `atr_length`, its baseline is `ATR_SMA_t = SMA(ATR, atr_length)`, and the raw deviation is `(ATR_t / ATR_SMA_t − 1)`, which is then scaled by `adapt_sensitivity` and clamped to ` ` to obtain `v_t`, ensuring that pathological spikes cannot destabilize the weighting. 3. Adaptive weight around 0.5: `w_t = 0.5 + oscillation_range v_t`, giving `w_t ∈ `, so with a default `range = 0.20` the weight stays between 0.30 and 0.70, which is wide enough to matter but narrow enough to preserve HA identity. 4. EMA-like open update: On the very first bar the open is seeded from a stable combination of the raw open and close, and thereafter the update is `HA_open_t = w_t HA_open_{t−1} + (1 − w_t) HA_close_{t−1}`, which is equivalent to an EMA where higher `w_t` means heavier inertia (more smoothing) and lower `w_t` means stronger pull to the latest price information (more responsiveness). 5. High and low follow classic HA composition: `HA_high_t = max(High_t, max(HA_open_t, HA_close_t))`, `HA_low_t = min(Low_t, min(HA_open_t, HA_close_t))`, thereby keeping visual semantics consistent with standard HA so that your existing reading of bodies, wicks, and transitions still applies. Why this reduces noise and fake signals in practice Fake flips in HA typically occur when a fixed blending rule is forced to process candles during a volatility surge, producing rapid alternations around pivots or within wide intrabar ranges; by increasing smoothing exactly when ATR jumps relative to its baseline, the adaptive open stabilizes the candle body progression and suppresses transient color changes, while in the opposite scenario of compressed ranges, the reduced smoothing allows small but persistent directional pressure to reflect in candle color earlier, which reduces the tendency to enter late after multiple slow transitions. Parameter guide (what each input really does) ATR Length (default 14): controls both the ATR and its baseline window, where longer values dampen the adaptation by making the baseline slower and the deviation smaller, which is helpful for noisy lower timeframes, while shorter values make the regime detector more reactive. Oscillation Range (default 0.20): sets the maximum distance from 0.5 that the weight may travel, so increasing it towards 0.25–0.30 yields stronger smoothing in turbulence and faster response in calm periods, whereas decreasing it to 0.10–0.15 keeps the behavior closer to classical HA and is useful if your strategy already includes heavy downstream smoothing. Adapt Sensitivity (default 6.0): multiplies the normalized ATR deviation before clamping, such that higher sensitivity accelerates adaptation to regime shifts, while lower sensitivity produces gradual transitions; negative values intentionally invert the mapping (higher vol → less smoothing) and are generally not recommended unless you are testing a counter-intuitive hypothesis. Reading the candles and the optional diagnostic You interpret colors and bodies just like with normal HA, but you can additionally enable the Adaptive Weight diagnostic plot to see the regime in real time, where values drifting up toward the upper bound indicate a turbulent context that is being deliberately smoothed, and values gliding down toward the lower bound indicate a calm environment in which the indicator chooses to move faster, which can be valuable for discretionary confirmation when deciding whether a fresh color shift is likely to stick. Practical workflows and combinations Trend-following entries: use color continuity and body expansion as usual, but expect fewer spurious alternations around news spikes or into liquidity gaps; pairing with structure (swing highs/lows, breaks of internal ranges) keeps entries disciplined. Exit management: when the diagnostic weight remains elevated for an extended period, you can be stricter with exit triggers because flips are less likely to be accidental noise; conversely, when the weight is depressed, consider earlier partials since the indicator is intentionally more nimble. Multi-asset, multi-TF: the adaptation is especially helpful if you rotate instruments with very different vol profiles or hop across timeframes, since you will not need to retune a fixed smoothing parameter every time conditions change. Behavior, constraints, and performance The script does not repaint historical bars and uses only past information on closed candles, yet just like any candle-based visualization the current live bar will update until it closes, so you should avoid acting on mid-bar flips without a rule that accounts for bar close; there are no `security()` calls or higher-timeframe lookups, which keeps performance light and execution deterministic, and the clamping of the volatility signal ensures numerical stability even during extreme ATR spikes. Sensible defaults and quick tuning Start with the defaults (`ATR 14`, `Range 0.20`, `Sensitivity 6.0`) and observe the weight plot across a few volatile events; if you still see too many flips in turbulence, either raise `Range` to 0.25 or trim `Sensitivity` to 4–5 so that the weight can move high but does not overreact, and if the indicator feels too slow in quiet markets, lower `Range` toward 0.15 or raise `Sensitivity` to 7–8 to bias the weight a bit more aggressively downward when conditions compress. What this indicator is—and is not Adaptive Heikin Ashi is a context-aware visualization layer that improves the signal-to-noise ratio and reduces fake flips by modulating smoothing with volatility, but it is not a complete trading system, it does not predict the future, and it should be combined with structure, risk controls, and position management that fit your market and timeframe; always forward-test on your instruments, and remember that even adaptive smoothing can delay recognition at sharp turning points when volatility remains elevated. Disclaimer The content provided, including all code and materials, is strictly for educational and informational purposes only. It is not intended as, and should not be interpreted as, financial advice, a recommendation to buy or sell any financial instrument, or an offer of any financial product or service. All strategies, tools, and examples discussed are provided for illustrative purposes to demonstrate coding techniques and the functionality of Pine Script within a trading context. Any results from strategies or tools provided are hypothetical, and past performance is not indicative of future results. Trading and investing involve high risk, including the potential loss of principal, and may not be suitable for all individuals. Before making any trading decisions, please consult with a qualified financial professional to understand the risks involved. By using this script, you acknowledge and agree that any trading decisions are made solely at your discretion and risk. Best regards and happy trading Chervolino
Chỉ báo Pine Script®
của chervolino
3
Wickless Heikin Ashi B/S [CHE]Wickless Heikin Ashi B/S \ Purpose. Wickless Heikin Ashi B/S \ is built to surface only the cleanest momentum turns: it prints a Buy (B) when a bullish Heikin-Ashi candle forms with virtually no lower wick, and a Sell (S) when a bearish Heikin-Ashi candle forms with no upper wick. Optional Lock mode turns these into one-shot signals that hold the regime (bull or bear) until the opposite side appears. The tool can also project dashed horizontal lines from each signal’s price level to help you manage entries, stops, and partial take-profits visually. How it works. The indicator computes standard Heikin-Ashi values from your chart’s OHLC. A bar qualifies as bullish if its HA close is at or above its HA open; bearish if below. Then the wick on the relevant side is compared to the bar’s HA range. If that wick is smaller than your selected percentage threshold (plus a tiny tick epsilon to avoid rounding noise), the raw condition is considered “wickless.” Only one side can fire; on the rare occasion both raw conditions would overlap, the bar is ignored to prevent false dual triggers. When Lock is enabled, the first valid signal sets the active regime (background shaded light green for bull, light red for bear) and suppresses further same-side triggers until the opposite side appears, which helps reduce overtrading in chop. Why wickless? A missing wick on the “wrong” side of a Heikin-Ashi candle is a strong hint of persistent directional pressure. In practice, this filters out hesitation bars and many mid-bar flips. Traders who prefer entering only when momentum is decisive will find wickless bars useful for timing entries within an established bias. Visuals you get. When a valid buy appears, a small triangle “B” is plotted below the bar and a green dashed line can extend to the right from the signal’s HA open price. For sells, a triangle “S” above the bar and a red dashed line do the same. These lines act like immediate, price-anchored references for stop placement and profit scaling; you can shift the anchor left by a chosen number of bars if you prefer the line to start a little earlier for visual alignment. How to trade it Establish context first. Pick a timeframe that matches your style: intraday index or crypto traders often use 5–60 minutes; swing traders might prefer 2–4 hours or daily. The tool is agnostic, but the cleanest results occur when the market is already trending or attempting a fresh breakout. Entry. When a B prints, the simplest rule is to enter long at or just after bar close. A conservative variation is to require price to take out the high of the signal bar in the next bar(s). For S, invert the logic: enter short on or after close, or only if price breaks the signal bar’s low. Stop-loss. Place the stop beyond the opposite extreme of the signal HA bar (for B: under the HA low; for S: above the HA high). If you prefer a static reference, use the dashed line level (signal HA open) or an ATR buffer (e.g., 1.0–1.5× ATR(14)). The goal is to give the trade enough room that normal noise does not immediately knock you out, while staying small enough to keep the risk contained. Take-profit and management. Two pragmatic approaches work well: R-multiple scaling. Define your initial risk (distance from entry to stop). Scale out at 1R, 2R, and let a runner go toward 3R+ if structure holds. Trailing logic. Trail behind a short moving average (e.g., EMA 20) or progressive swing points. Many traders also exit on the opposite signal when Lock flips, especially on faster timeframes. Position sizing. Keep risk per trade modest and consistent (e.g., 0.25–1% of account). The indicator improves timing; it does not replace risk control. Settings guidance Max lower wick for Bull (%) / Max upper wick for Bear (%). These control how strict “wickless” must be. Tighter values (0.3–1.0%) yield fewer but cleaner signals and are great for strong trends or low-noise instruments. Looser values (1.5–3.0%) catch more setups in volatile markets but admit more noise. If you notice too many borderline bars triggering during high-volatility sessions, increase these thresholds slightly. Lock (one-shot until opposite). Keep Lock ON when you want one decisive signal per leg, reducing noise and signal clusters. Turn it OFF only if your plan intentionally scales into trends with multiple entries. Extended lines & anchor offset. Leave lines ON to maintain a visual memory of the last trigger levels. These often behave like near-term support/resistance. The offset simply lets you start that line one or more bars earlier if you prefer the look; it does not change the math. Colors. Use distinct bull/bear line colors you can read easily on your theme. The default lime/red scheme is chosen for clarity. Practical examples Momentum continuation (long). Price is above your baseline (e.g., EMA 200). A B prints with a tight lower wick filter. Enter on close; stop under the signal HA low. Price pushes up in the next bars; you scale at 1R, trail the rest with EMA 20, and finally exit when a distant S appears or your trail is hit. Breakout confirmation (short). Following a range, price breaks down and prints an S with no upper wick. Enter short as the bar closes or on a subsequent break of the signal bar’s low. If the next bar immediately rejects and prints a bullish HA bar, your stop above the signal HA high limits damage. Otherwise, ride the move, harvesting partials as the red dashed line remains unviolated. Alerts and automation Set alerts to “Once Per Bar Close” for stability. Bull ONE-SHOT fires when a valid buy prints (and Lock allows it). Bear ONE-SHOT fires for sells analogously. With Lock enabled, you avoid multiple pings in the same direction during a single leg—useful for webhooks or mobile notifications. Reliability and limitations The script calculates from completed bars and does not use higher-timeframe look-ahead or repainting tricks. Heikin-Ashi smoothing can lag turns slightly, which is expected and part of the design. In narrow ranges or whipsaw conditions, signals naturally thin out; if you must trade ranges, either tighten the wick filters and keep Lock ON, or add a trend/volatility filter (e.g., trade B only above EMA 200; S only below). Remember: this is an indicator, not a strategy. If you want exact statistics, port the triggers into a strategy and backtest with your chosen entry, stop, and exit rules. Final notes Wickless Heikin Ashi B/S \ is a precision timing tool: it waits for decisive, wickless HA bars, provides optional regime locking to reduce noise, and leaves clear price anchors on your chart for disciplined management. Use it with a simple framework—trend bias, fixed risk, and a straightforward exit plan—and it will keep your execution consistent without cluttering the screen or your decision-making. Disclaimer: This indicator is for educational use and trade assistance only. It is not financial advice. You alone are responsible for your risk and results. Enhance your trading precision and confidence with Wickless Heikin Ashi B/S ! 🚀 Happy trading Chervolino
Chỉ báo Pine Script®
của chervolino
2
Heikin Ashi VolumeHeikin Ashi candles decrease market noise so that broader trends can be more easily visualized. In a typical chart utilizing Heikin Ashi candles, volume bars are colored in such a way that they also allow for the visualization of trends during a bullish/bearish move. The Heikin Ashi Volume indicator allows the trader to continue to use the same volume bar coloring technique to visualize trends without having to utilize the Heikin Ashi candles, since a Heikin Ashi candle’s OHLC values are not true prices but instead based on calculations in order to provide the ‘denoising’ effect they are known for. In addition to providing the Heikin Ashi Volume coloring effects, the Heikin Ashi Volume indicator also allows the user to set a volume threshold level where the bar colors will be darker unless volume is beyond that threshold, helping traders quickly determine if there is enough participation in the market at that time to justify taking risk in a trade when the market isn’t very active. The user has the option to show or hide the threshold line, change the colors of the bullish/bearish colors (for both above and below threshold volumes) and the option for the indicator to gradually brighten the bar colors are they approach the threshold instead of having a clear line of demarcation showing volume above or below the set threshold.
Chỉ báo Pine Script®
của dakota10986
Hybrid Heikin Ashi OverlayHybrid Heikin Ashi Overlay I personally like Heikin Ashi for its simplicity in showing clean trends. However, it tends to smooth out price action so much that we sometimes miss key signals from the actual candles. This indicator overlays Heikin Ashi-style background colors while keeping regular candles intact — giving you the best of both worlds: • Smoother trend visibility • No loss of execution precision • Customizable colors & transparency 🔹 No repainting 🔹 No strategy logic — purely visual 🔹 Designed to reduce clutter and help traders stay focused on structure Created by: @yug_and_her
Chỉ báo Pine Script®
của yug_and_her
SuperTrend Heikin AshiSupertrend Heikin Ashi is an indicator based on the standard calculation of the Supertrend with the difference of using the Open and Close value of the Heikin Ashi candles instead of the normal Candle Sticks. In this way the main characteristic of the HA candles is exploited, thus filtering movements that could generate false signals. I recommend using SPY, SPX, QQQ to be aware of the market situation, not operating (or paying great attention) long on stocks when the indicator is red and the price is below the drawn line.
Chỉ báo Pine Script®
của DieciTrader
Lanczos CandlesThis indicator reconstructs price action using Lanczos resampling, incorporating lower timeframe data to create a more detailed representation of market movements. Traditional candle aggregation on higher timeframes tends to lose some price action detail - this indicator attempts to preserve more of that information through mathematical resampling. The indicator samples price data from a lower timeframe and uses the Lanczos algorithm, a mathematical method commonly used in signal processing and image resampling, to reconstruct the price series at the chart's timeframe. The process helps maintain price movements that might otherwise be smoothed out in regular candle aggregation. The main settings allow you to select the source timeframe for sampling, adjust the Lanczos filter width to balance smoothness versus detail preservation, and optionally enable Heikin Ashi calculation. The filter width parameter (default: 3) affects how aggressive the smoothing is - higher values produce smoother results while lower values retain more of the original variation. This approach can be useful for technical analysis when you want to work with higher timeframes while maintaining awareness of significant price movements that occurred within those candles. The optional Heikin Ashi mode can help visualize trends in the resampled data. The indicator works best when there's a clear ratio between your chart timeframe and the source timeframe (for example, using 1-minute data to build 5-minute candles).
Chỉ báo Pine Script®
của The_Peaceful_Lizard
8
Smoothed Heiken Ashi Trend FilterThis indicator applies the Heiken Ashi technique with added smoothing and trend filtering to help reduce noise and improve trend detection. Components of the Indicator: Heiken Ashi Calculations: Heiken Ashi Close (ha_close): This is the smoothed average of the current bar’s open, high, low, and close prices, calculated with a simple moving average (SMA) to filter out noise. Heiken Ashi Open (ha_open): This is the average of the previous Heiken Ashi Open and the current Heiken Ashi Close. It’s also initialized to smooth the transition on the first bar. Heiken Ashi High (ha_high) and Low (ha_low): These values are calculated as the highest and lowest values among the high, Heiken Ashi Open, and Heiken Ashi Close for each bar. Smoothing and Noise Reduction: Smoothing Length: The indicator applies a smoothing length to the Heiken Ashi Close, calculated with an SMA. This reduces minor fluctuations, giving a clearer view of the price action. Minimum Body Size Filter: This filter calculates the body size of each Heiken Ashi candle and compares it to a percentage of the Average True Range (ATR). Only significant candles (those with larger bodies) are plotted, reducing weak or indecisive signals. Trend Filtering with Moving Average: The indicator uses a simple moving average (SMA) as a trend filter. By comparing the Heiken Ashi Close to the moving average: Bullish Trend: The Heiken Ashi candle is green when it’s above the moving average. Bearish Trend: The Heiken Ashi candle is red when it’s below the moving average. How to Use This Indicator: Trend Identification: Green candles signify a bullish trend, while red candles signify a bearish trend. The smoothing and trend filtering make it easier to identify sustained trends and avoid reacting to short-term fluctuations. Filtering Out Noise: Minor price fluctuations and small-bodied candles (often resulting in indecisive signals) are filtered out, leaving only significant signals. Adjustable Parameters: Smoothing Length: Controls the degree of smoothing applied to the Heiken Ashi Close value. Increasing this value will make the Heiken Ashi candles smoother. Minimum Body Size: This is a percentage of the ATR, used to filter out small or indecisive candles. Trend Moving Average Length: Controls the period of the moving average used as a trend filter. This Smoothed Heiken Ashi Trend Filter indicator is useful for identifying trends and filtering out noisy signals. By smoothing and filtering, it helps traders focus on the overall trend rather than minor price movements. Let me know if there’s anything more you’d like to add or adjust!
Chỉ báo Pine Script®
của tSageHuz
4
OBV based on Heikin-AshiDescription This indicator calculates the On-Balance Volume (OBV) based on Heikin-Ashi candles rather than regular candlesticks. OBV based on Heikin-Ashi: The OBV is calculated based on Heikin-Ashi candle trends. Volume is added when the Heikin-Ashi close is above the open (bullish) and subtracted when the close is below the open (bearish). Volume Analysis: This approach helps traders identify significant volume shifts in a smoother trend environment, reducing market noise that often accompanies traditional candlestick charts. 説明 このインジケーターは、通常のローソク足ではなく、平均足（Heikin-Ashi）を基にオンバランス・ボリューム（OBV）を計算します。 平均足に基づくOBV: OBVは、平均足のトレンドに基づいて計算されます。平均足の終値が始値を上回った場合（陽線）は出来高が加算され、終値が始値を下回った場合（陰線）は出来高が減算されます。 出来高分析: この手法により、通常のローソク足チャートで発生するノイズを軽減し、滑らかなトレンド環境で重要な出来高の変化を把握できます。
Chỉ báo Pine Script®
của miyabi_fx
Heikin Ashi & Swing Highs/LowsHeikin Ashi & Swing Highs/Lows Indicator Description: The "Heikin Ashi & Swing Highs/Lows" indicator combines Heikin Ashi candle analysis with the identification of significant swing highs and lows on the chart. This indicator is useful for traders looking to spot trend changes and key points in the market. Key Features: Heikin Ashi: Calculation and Visualization: Utilizes the Heikin Ashi method to smooth out the candlestick chart, helping to visualize trends and reduce market noise. Heikin Ashi candles are calculated from the standard candles (Open, High, Low, Close) and are displayed on the chart with a green color for bullish signals and red for bearish signals. Vertical Offset Adjustment: Provides options to adjust the vertical offset of the candles based on the selected timeframe, with specific adjustments for short, medium, long, and super-long periods. Swing Highs/Lows: Key Point Identification: Marks significant swing highs and lows on the chart using a configurable period. Swing highs are displayed in red and swing lows in green. Candlestick Patterns: Detects and labels common candlestick patterns such as: Hammer: A bullish candlestick pattern with a small body and a long lower wick. Inverted Hammer: Similar to the Hammer, but with a long upper wick. Bullish Engulfing: A two-candle pattern where a bullish candle completely engulfs a previous bearish candle. Hanging Man: A bearish pattern with a small body and a long lower wick, appearing at the end of an uptrend. Shooting Star: A bearish pattern with a small body and a long upper wick, appearing at the end of an uptrend. Bearish Engulfing: A two-candle pattern where a bearish candle completely engulfs a previous bullish candle. Settings: Timeframe: Allows you to select the desired timeframe to adjust the Heikin Ashi candle analysis. Vertical Offset: Customize the vertical offset of Heikin Ashi candles based on the selected timeframe. Swing Point Style: Configure the colors of the significant swing highs and lows on the chart. Recommended Use: This indicator is ideal for traders looking for a clear representation of trends through Heikin Ashi candles and who want to identify key reversal points in the market by detecting swing highs/lows and candlestick patterns. Benefits: Facilitates the identification of smooth trends and trend reversals. Provides a clear visual representation of critical market points. Helps traders recognize important candlestick patterns that may indicate changes in market direction.
Chỉ báo Pine Script®
của anarkiacapital
18
Optimized Heikin Ashi Strategy with Buy/Sell OptionsStrategy Name: Optimized Heikin Ashi Strategy with Buy/Sell Options Description: The Optimized Heikin Ashi Strategy is a trend-following strategy designed to capitalize on market trends by utilizing the smoothness of Heikin Ashi candles. This strategy provides flexible options for trading, allowing users to choose between Buy Only (long-only), Sell Only (short-only), or using both in alternating conditions based on the Heikin Ashi candle signals. The strategy works on any market, but it performs especially well in markets where trends are prevalent, such as cryptocurrency or Forex. This script offers customizable parameters for the backtest period, Heikin Ashi timeframe, stop loss, and take profit levels, allowing traders to optimize the strategy for their preferred markets or assets. Key Features: Trade Type Options: Buy Only: Enter a long position when a green Heikin Ashi candle appears and exit when a red candle appears. Sell Only: Enter a short position when a red Heikin Ashi candle appears and exit when a green candle appears. Stop Loss and Take Profit: Customizable stop loss and take profit percentages allow for flexible risk management. The default stop loss is set to 2%, and the default take profit is set to 4%, maintaining a favorable risk/reward ratio. Heikin Ashi Timeframe: Traders can select the desired timeframe for Heikin Ashi candle calculation (e.g., 4-hour Heikin Ashi candles for a 1-hour chart). The strategy smooths out price action and reduces noise, providing clearer signals for entry and exit. Inputs: Backtest Start Date / End Date: Specify the period for testing the strategy’s performance. Heikin Ashi Timeframe: Select the timeframe for Heikin Ashi candle generation. A higher timeframe helps smooth the trend, which is beneficial for trading lower timeframes. Stop Loss (in %) and Take Profit (in %): Enable or disable stop loss and take profit, and adjust the levels based on market conditions. Trade Type: Choose between Buy Only or Sell Only based on your market outlook and strategy preference. Strategy Performance: In testing with BTC/USD, this strategy performed well in a 4-hour Heikin Ashi timeframe applied on a 1-hour chart over a period from January 1, 2024, to September 12, 2024. The results were as follows: Initial Capital: 1 USD Order Size: 100% of equity Net Profit: +30.74 USD (3,073.52% return) Percent Profitable: 78.28% of trades were winners. Profit Factor: 15.825, indicating that the strategy's profitable trades far outweighed its losses. Max Drawdown: 4.21%, showing low risk exposure relative to the large profit potential. This strategy is ideal for both beginner and advanced traders who are looking to follow trends and avoid market noise by using Heikin Ashi candles. It is also well-suited for traders who prefer automated risk management through the use of stop loss and take profit levels. Recommended Use: Best Markets: This strategy works well on trending markets like cryptocurrency, Forex, or indices. Timeframes: Works best when applied to lower timeframes (e.g., 1-hour chart) with a higher Heikin Ashi timeframe (e.g., 4-hour candles) to smooth out price action. Leverage: The strategy performs well with leverage, but users should consider using 2x to 3x leverage to avoid excessive risk and potential liquidation. The strategy's low drawdown allows for moderate leverage use while maintaining risk control. Customization: Traders can adjust the stop loss and take profit percentages based on their risk appetite and market conditions. A default setting of a 2% stop loss and 4% take profit provides a balanced risk/reward ratio. Notes: Risk Management: Traders should enable stop loss and take profit settings to maintain effective risk management and prevent large drawdowns during volatile market conditions. Optimization: This strategy can be further optimized by adjusting the Heikin Ashi timeframe and risk parameters based on specific market conditions and assets. Backtesting: The built-in backtesting functionality allows traders to test the strategy across different market conditions and historical data to ensure robustness before applying it to live trading. How to Apply: Select your preferred market and chart. Choose the appropriate Heikin Ashi timeframe based on the chart's timeframe. (e.g., use 4-hour Heikin Ashi candles for 1-hour chart trends). Adjust stop loss and take profit based on your risk management preference. Run backtesting to evaluate its performance before applying it in live trading. This strategy can be further modified and optimized based on personal trading style and market conditions. It’s important to monitor performance regularly and adjust settings as needed to align with market behavior.
Chiến lược Pine Script®
của markontie
8
Heikin Ashi Price DetectionThis script performs custom calculations for both bullish and bearish bars, providing a numerical result that can be used to gauge price movements and potential trading signals. How It Works Bullish Bars: Calculates the absolute difference between the open and low prices (BullOpenLow). Calculates the absolute difference between the high and close prices (BullHighClose). Compares BullOpenLow and BullHighClose: If BullOpenLow is greater, the difference is divided by BullOpenLow. If BullHighClose is greater, the difference is divided by BullHighClose. The result is normalized to a percentage and subtracted from 100 to produce a final value. Bearish Bars: Calculates the absolute difference between the close and low prices (BearCloseLow). Calculates the absolute difference between the high and open prices (BearHighOpen). Compares BearCloseLow and BearHighOpen: If BearCloseLow is greater, the difference is divided by BearCloseLow. If BearHighOpen is greater, the difference is divided by BearHighOpen. The result is normalized to a percentage and subtracted from 100 to produce a final value. Key Features Bullish and Bearish Calculations: The script identifies bullish and bearish bars and applies separate calculations to each. Normalized Results: The calculations provide a normalized result that can be easily interpreted. Visual Representation: Results are plotted on the chart for quick visual reference.
Chỉ báo Pine Script®
của alasalbasel
1
Pivot Points with MID LevelsThis indicator shows the Standard Pivot Points level based on daily values that can act as support and resistance. It is used by a variety of traders around the world. You can select which time frame Pivot Point Levels you'd like. Daily, weekly etc... Perfect for swing trading or day trading. Pivot Points- Shows 3 levels of resistance, the Pivot Point and 3 levels of support (R3, R2, R1, PIVOT POINT, S1, S2, S3 MID Levels- The MID levels are 50% retracement from the pivot point level above it and below Example- R3, MID, R2, MID, R1, MID, PIVOT POINT, MID, S1, MID, S2, MID, S3 With this indicator you will also have the option to show the Previous days High and Low that are also important levels. On gap up/down days it is always interesting to see if price will close the gap, hence the important level to note. PDH= Previous Days High PDL= Previous Days Low I have added a feature that you can now select specific color to each level and the line style for each level to help understand which levels are being show by personal needs. Happy Trading
Chỉ báo Pine Script®
của Sergioramos1987
17
Dead Simple Heikin Ashi Candles (HA Candles)Are you looking for a dead simple calculation of the Heikin Ashi candles as they are calculated in tradingview? Here it is! I was looking through the library and I saw that many have come up with a lot of awesome scripts using heikin ashi candles. But, I can't find anywhere that had the straightforward simple version of how Tradingview calculates them. This was a problem for me because I realized after punching the formula in that TradingView doesn't calculate HA candles in the original way. You might say they don't calculate them the "right" but, spoiler alert, there is no right in trading. You can only be rational or irrational as you make money or lose money. This is useful to me for building out some portions of an algo that are not going to be compatible with the built-in function. It happens. So, if you were looking for it too, hopefully it saves you some time. For reference the original calc of HA candles is: o = (prev_HA_open + prev_HA_close) / 2 h = math.max(high, ha_open, ha_close) l = math.min(low, ha_open, ha_close) c = ohlc4 Trade Well.
Chỉ báo Pine Script®
của kurtsmock
7
Heikin Ashi RSI + OTT [Erebor]Relative Strength Index (RSI) The Relative Strength Index (RSI) is a popular momentum oscillator used in technical analysis to measure the speed and change of price movements. Developed by J. Welles Wilder, the RSI is calculated using the average gains and losses over a specified period, typically 14 days. Here's how it works: Description and Calculation: 1. Average Gain and Average Loss Calculation: - Calculate the average gain and average loss over the chosen period (e.g., 14 days). - The average gain is the sum of gains divided by the period, and the average loss is the sum of losses divided by the period. 2. Relative Strength (RS) Calculation: - The relative strength is the ratio of average gain to average loss. The RSI oscillates between 0 and 100. Traditionally, an RSI above 70 indicates overbought conditions, suggesting a potential sell signal, while an RSI below 30 suggests oversold conditions, indicating a potential buy signal. Pros of RSI: - Identifying Overbought and Oversold Conditions: RSI helps traders identify potential reversal points in the market due to overbought or oversold conditions. - Confirmation Tool: RSI can be used in conjunction with other technical indicators or chart patterns to confirm signals, enhancing the reliability of trading decisions. - Versatility: RSI can be applied to various timeframes, from intraday to long-term charts, making it adaptable to different trading styles. Cons of RSI: - Whipsaws: In ranging markets, RSI can generate false signals, leading to whipsaws (rapid price movements followed by a reversal). - Not Always Accurate: RSI may give false signals, especially in strongly trending markets where overbought or oversold conditions persist for extended periods. - Subjectivity: Interpretation of RSI levels (e.g., 70 for overbought, 30 for oversold) is somewhat subjective and can vary depending on market conditions and individual preferences. Checking RSIs in Different Periods: Traders often use multiple timeframes to analyze RSI for a more comprehensive view: - Fast RSI (e.g., 8-period): Provides more sensitive signals, suitable for short-term trading and quick decision-making. - Slow RSI (e.g., 32-period): Offers a smoother representation of price movements, useful for identifying longer-term trends and reducing noise. By comparing RSI readings across different periods, traders can gain insights into the momentum and strength of price movements over various timeframes, helping them make more informed trading decisions. Additionally, divergence between fast and slow RSI readings may signal potential trend reversals or continuation patterns. Heikin Ashi Candles Let's consider a modification to the traditional “Heikin Ashi Candles” where we introduce a new parameter: the period of calculation. The traditional HA candles are derived from the open 01, high 00 low 00, and close 00 prices of the underlying asset. Now, let's introduce a new parameter, period, which will determine how many periods are considered in the calculation of the HA candles. This period parameter will affect the smoothing and responsiveness of the resulting candles. In this modification, instead of considering just the current period, we're averaging or aggregating the prices over a specified number of periods . This will result in candles that reflect a longer-term trend or sentiment, depending on the chosen period value. For example, if period is set to 1, it would essentially be the same as traditional Heikin Ashi candles. However, if period is set to a higher value, say 5, each candle will represent the average price movement over the last 5 periods, providing a smoother representation of the trend but potentially with delayed signals compared to lower period values. Traders can adjust the period parameter based on their trading style, the timeframe they're analyzing, and the level of smoothing or responsiveness they prefer in their candlestick patterns. Optimized Trend Tracker The "Optimized Trend Tracker" is a proprietary trading indicator developed by TradingView user ANIL ÖZEKŞİ. It is designed to identify and track trends in financial markets efficiently. The indicator attempts to smooth out price fluctuations and provide clear signals for trend direction. The Optimized Trend Tracker uses a combination of moving averages and adaptive filters to detect trends. It aims to reduce lag and noise typically associated with traditional moving averages, thereby providing more timely and accurate signals. Some of the key features and applications of the OTT include: • Trend Identification: The indicator helps traders identify the direction of the prevailing trend in a market. It distinguishes between uptrends, downtrends, and sideways consolidations. • Entry and Exit Signals: The OTT generates buy and sell signals based on crossovers and direction changes of the trend. Traders can use these signals to time their entries and exits in the market. • Trend Strength: It also provides insights into the strength of the trend by analyzing the slope and momentum of price movements. This information can help traders assess the conviction behind the trend and adjust their trading strategies accordingly. • Filter Noise: By employing adaptive filters, the indicator aims to filter out market noise and false signals, thereby enhancing the reliability of trend identification. • Customization: Traders can customize the parameters of the OTT to suit their specific trading preferences and market conditions. This flexibility allows for adaptation to different timeframes and asset classes. Overall, the OTT can be a valuable tool for traders seeking to capitalize on trending market conditions while minimizing false signals and noise. However, like any trading indicator, it is essential to combine its signals with other forms of analysis and risk management strategies for optimal results. Additionally, traders should thoroughly back-test the indicator and practice using it in a demo environment before applying it to live trading. The following types of moving average have been included: "SMA", "EMA", "SMMA (RMA)", "WMA", "VWMA", "HMA", "KAMA", "LSMA", "TRAMA", "VAR", "DEMA", "ZLEMA", "TSF", "WWMA". Thanks to the authors. Thank you for your indicator “Optimized Trend Tracker”. © kivancozbilgic Thank you for your programming language, indicators and strategies. © TradingView Kind regards. © Erebor_GIT
Chỉ báo Pine Script®
của Erebor_GIT
6
Simple Neural Network Transformed RSI [QuantraSystems]Simple Neural Network Transformed RSI Introduction The Simple Neural Network Transformed RSI (ɴɴᴛ ʀsɪ) stands out as a formidable tool for traders who specialize in lower timeframe trading. It is an innovative enhancement of the traditional RSI readings with simple neural network smoothing techniques. This unique blend results in fairly accurate signals, tailored for swift market movements. The ɴɴᴛ ʀsɪ is particularly resistant to the usual market noise found in lower timeframes, ensuring a clearer view of short-term trends. Furthermore, its diverse range of visualization options adds versatility, making it a valuable tool for traders seeking to capitalize on short-duration market dynamics. Legend In the Image you can see the BTCUSD 1D Chart with the ɴɴᴛ ʀsɪ in Trend Following Mode to display the current trend. This is visualized with the barcoloring. Its Overbought and Oversold zones start at 50% and end at 100% of the selected Standard Deviation (default σ = 2), which can indicate extremely rare situations which can lead to either a softening momentum in the trend or even a mean reversion situation. Here you can also see the original Indicator line and the Heikin Ashi transformed Indicator bars - more on that now. Notes Quantra Standard Value Contents: To draw out all the information from the indicator calculation we have added a Heikin-Ashi (HA) Candle Visualization. This HA transformation smoothens out the indicator values and gives a more informative look into Momentum and Trend of the Indicator itself. This allows early entries and exits by observing the HA transformed Indicator values. To diversify, different visualization options are available, either a classic line, HA transformed or Hybrid, which contains both of the previous. To make Quantra's Indicators as useful and versatile as possible we have created options to change the barcoloring and thus the derived signal from the indicator based on different modes. Option to choose different Modes: Trend Following (Indicator above mid line counts as uptrend, below is downtrend) Extremities (Everything going beyond the Deviation Bands in a Mean Reversion manner is highlighted) Candles (Color of HA candles as barcolor) Reversion (HA ONLY) (Reversion Signals via the triangles if HA candles change state outside of the Deviation Bands) - Reversion Signals are indicated by the triangles in the Heikin-Ashi or Hybrid visualization when the HA Candles revert from downwards to upwards or the other way around OUTSIDE of the SD Bands. Depending on the Indicator they signal OB/OS areas and can either work as high probability entries and exits for Mean Reversion trades or indicate Momentum slow downs and potential ranges. Please use another indicator to confirm this. Case Study To effectively utilize the NNT-RSI, traders should know their style and familiarize themselves with the available options. As stated above, you have multiple modes available that you can combine as you need and see fit. In the given example mostly only the mode was used in an isolated fashion. Trend Following: Purely relied on State Change - Midline crossover Could be combined with Momentum or Reversion analysis for better entries/exits. Extremities: Ideal entry/exit is in the accordingly colored OS/OB Area, the Reversion signaled the latest possible entry/exit. HA Candles: Specifically applicable for strong trends. Powerful and fast tool. Can whip if used as sole condition. Reversions: Shows the single entry and exit bars which have a positive expected value outcome. Can also be used as confirmation or as last signal. Please note that we always advise to find more confluence by additional indicators. Traders are encouraged to test and determine the most suitable settings for their specific trading strategies and timeframes. In the showcased trades the default settings were used. Methodology The Simple Neural Network Transformed RSI uses a simple neural network logic to process RSI values, smoothing them for more accurate trend analysis. This is achieved through a linear combination of RSI values over a specified input length, weighted evenly to produce a neural network output. // Simple neural network logic (linear combination with weighted aggregation) var float inputs = array.new_float(nnLength, na) for i = 0 to nnLength - 1 array.set(inputs, i, rsi1 ) nnOutput = 0.0 for i = 0 to nnLength - 1 nnOutput := nnOutput + array.get(inputs, i) * (1 / nnLength) nnOutput This output is then compared against a standard or dynamic mean line to generate trend following signals. Mean = ta.sma(nnOutput, sdLook) cross = useMean? 50 : Mean The indicator also incorporates Heikin Ashi candlestick calculations to provide additional insights into market dynamics, such as trend strength and potential reversals. // Calculate Heikin Ashi representation ha = ha( na(nnOutput ) ? nnOutput : nnOutput , math.max(nnOutput, nnOutput ), math.min(nnOutput, nnOutput ), nnOutput) Standard deviation bands are used to create dynamic overbought and oversold zones, further enhancing the tool's analytical capabilities. // Calculate Dynamic OB/OS Zones stdv_bands(_src, _length, _mult) => float basis = ta.sma(_src, _length) float dev = _mult * ta.stdev(_src, _length) = stdv_bands(nnOutput, sdLook,sdMult/2) = stdv_bands(nnOutput, sdLook, sdMult) The Standard Deviation bands take defined parameters from the user, in this case sigma of ideally between 2 to 3, to help the indicator detect extremely improbable conditions and thus take an inversely probable signal from it to forward to the user. The parameter settings and also the visualizations allow for ample customizations by the trader. For questions or recommendations, please feel free to seek contact in the comments.
Chỉ báo Pine Script®
của Cryptosystems
23