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Market Regime Flip (Dunk)This indicator is a trend regime flip tool built on top of MACD. Instead of reacting to every little wiggle, it waits for several bars in a row where the MACD stays either above or below zero (by default, 3 consecutive bars). When the MACD has been above zero for 3 bars, it declares a bull regime and marks that bar on the price chart with a green “BULL” triangle above the candle. When the MACD has been below zero for 3 bars, it declares a bear regime and marks that bar with a red “BEAR” triangle below the candle. It also lightly colors the chart background green in bull regimes and red in bear regimes, so you can see at a glance which side of the market you’re in. In other words, it turns the MACD’s usual “above/below zero” behavior into a clean, slower-changing on/off regime switch. Instead of giving you constant signals, it focuses on the moments where momentum truly shifts and sticks around for a few bars, helping you avoid getting faked out by single-bar noise. The alerts are wired to those flip moments, so you can get notified when the market transitions from bearish to bullish (or vice versa) according to this MACD-based regime logic.
Indicatore Pine Script®
di dunk-devs
Daily Oversold Swing ScreenerThat script is a **Pine Script Indicator** designed to identify potential **swing trade entry points** on a daily timeframe by looking for stocks that are **oversold** but still in a **healthy long-term uptrend**. It screens for a high-probability reversal setup by combining four specific technical conditions. Here is a detailed breakdown of the script's purpose and logic: --- ## 📝 Script Description: Daily Oversold Swing Screener This Pine Script indicator serves as a **momentum and trend confirmation tool** for active traders seeking short-to-intermediate-term long entries. It uses data calculated on the **Daily** timeframe to generate signals, regardless of the chart resolution you are currently viewing. The indicator is designed to filter out stocks that are in a strong downtrend ("falling knives") and only signal pullbacks within an established uptrend, which significantly increases the probability of a successful swing trade bounce. ### 🔑 Key Conditions for a Signal: The indicator generates a buy signal when **all four** of the following conditions are met on the Daily timeframe: #### 1. Oversold Momentum * **Condition:** `rsiD < rsiOS` (Daily RSI is below the oversold level, typically **30**). * **Purpose:** Confirms that the selling pressure has been extreme and the stock is temporarily out of favor, setting up a potential bounce. #### 2. Momentum Turning Up * **Condition:** `rsiD > rsiPrev` (Current Daily RSI value is greater than the previous day's Daily RSI value). * **Purpose:** This is the most crucial filter. It confirms that the momentum has **just started to shift upward**, indicating that the low may be in and the stock is turning away from the oversold region. #### 3. Established Uptrend (No Falling Knives) * **Condition:** `sma50 > sma200 and closeD > sma50` (50-day SMA is above the 200-day SMA, AND the current daily close is above the 50-day SMA). * **Purpose:** This is a **long-term trend filter**. It ensures that the current oversold condition is just a **pullback** within a larger, structurally bullish market (50 > 200), and that the price is still holding above the short-term trend line (Close > 50 SMA). This effectively screens out weak stocks in continuous downtrends. #### 4. Price at Support (Bollinger Bands) * **Condition:** `closeD <= lowerBB` (Daily Close is less than or equal to the lower Bollinger Band). * **Purpose:** Provides a secondary measure of extreme price deviation. When the price touches or breaches the lower band, it suggests a significant move away from the mean (basis), often signaling strong statistical support where price is likely to revert. ### 📌 Summary of Signal The final signal (`signal`) is triggered only when the market is confirmed to be **in a healthy long-term trend (Condition 3)**, the price is at an **extreme support level (Condition 4)**, the momentum is **oversold (Condition 1)**, and most importantly, the **momentum has begun to reverse (Condition 2)**.
Indicatore Pine Script®
di mrjngum
Sequential Exhaustion 9/13 [Crypto Filter] - PyraTimeConcept: The Exhaustion Meter This indicator is a customized version of the Sequential count, a powerful tool used by institutional traders to measure buyer and seller exhaustion. It looks for a sequence of 9 (Setup) or 13 (Countdown) consecutive candles that satisfy specific price criteria. The purpose is simple: To tell you when a trend has run out of fuel. Key Differentiators (The Value) Due to the high volatility of the crypto market, standard Sequential indicators print too many false signals ("13s") during a strong trend. This custom version solves that problem with two core filters: 1. Trend Filter (EMA 200): If enabled, the indicator will automatically hide all Sell signals when the price is above the 200 EMA, protecting the user from shorting an uptrend (and vice-versa). 2. Color Confirmation: It will not print a signal unless the closing candle color matches the direction (e.g., no Red 13 sell signals on Green Candles). This drastically cleans up the chart. Understanding the Numbers The numbers appearing above and below the candles are your exhaustion meter. * The "9" (Setup): Indicates a short-term trend is nearing exhaustion. * The "13" (Countdown): Indicates the trend is statistically complete and a reversal is highly probable. The Actionable Strategy (The PyraTime Rule) This indicator is designed to be your Exit Tool. Use it to determine when to take profit from an existing trade. * Example: You enter Long at the GPM Time Line. When the PyraTD prints a Red 9 or Red 13, you take profit immediately. Final Note Use the integrated visibility settings to turn off signals (e.g., hide 9s or Sells) to customize the view to your preferred trading style. Disclaimer: This tool measures mathematical exhaustion and is part of the PyraTime system. It is not financial advice.
Indicatore Pine Script®
di PyraTime
Bitcoin Power Law Deviation Z-ScoreIntroduction While standard price charts show Bitcoin's exponential growth, it can be difficult to gauge exactly how "overheated" or "cheap" the asset is relative to its historical trend. This indicator strips away the price action to visualize pure Deviation. It compares the current price to the Bitcoin Power Law "Fair Value" model and plots the result as a normalized Z-Score. This creates a clean oscillator that makes it easy to identify historical cycle tops and bottoms without the noise of a log-scale chart. How to Read This Indicator The oscillator centers around a zero-line, which represents the mathematical "Fair Value" of the network. 0.0 (Center Line): Price is exactly at the Power Law fair value. Positive Values (+1 to +5): Price is trading at a premium. Historically, values above 4.0 have coincided with cycle peaks (Red Zones). Negative Values (-1 to -3): Price is trading at a discount. Historically, values below -1.0 have been excellent accumulation zones (Green/Blue Zones). The Math Behind the Model This script uses the same physics-based Power Law parameters as the popular overlay charts: Formula: Price = A * (days since genesis)^b Slope (b): 5.78 Amplitude (A): 1.45 x 10^-17 The "Z-Score" is calculated by taking the logarithmic difference between the actual price and the model price, divided by a standard scaling factor (0.18 log steps). How to Use Cycle Analysis: Use this tool to spot macro-extremes. Unlike RSI or MACD which reset frequently, this oscillator provides a multi-year view of market sentiment. Confluence: This tool works best when paired with the main "Power Law Rainbow" chart overlay to confirm whether price is hitting major resistance or support bands. Credits Based on the Power Law theory by Giovanni Santostasi and Corridor concepts by Harold Christopher Burger . Disclaimer This tool is for educational purposes only. Past performance of a model is not indicative of future results. Not financial advice.
Indicatore Pine Script®
di dunk-devs
Bitcoin Power Law Zones (Dunk)Introduction When viewed on a standard linear chart, Bitcoin’s long-term price action can appear chaotic and exponential. However, when analyzed through the lens of physics and network growth models, a distinct structure emerges. This indicator implements the Bitcoin Power Law , a mathematical model that suggests Bitcoin’s price evolves in a straight line when plotted against time on a "log-log" scale. By calculating parallel bands around this regression line, we create a "Rainbow" of valuation zones that help investors visualize whether the asset is historically overheated, undervalued, or sitting at fair value. The Math Behind the Model The Power Law dictates that price scales with time according to the formula: Price = A * (days since genesis)^b This script uses the specific parameters popularized by recent physics-based analyses of the network: Slope (b): 5.78 (Representing the scaling law of the network adoption). Amplitude (A): 1.45 x 10^-17 (The intercept coefficient). While simple moving averages react to price, this model is predictive based on time and network growth physics, providing a long-term "gravity" center for the asset. Guide to the Valuation Zones Upper Bands (Red/Orange): Extr. Overvalued, High Premium, Overvalued. Historically, these zones have marked cycle peaks where price moved too far, too fast ahead of the network's steady growth. The Baseline (Black Line): Fair Value. The mathematical mean of the Power Law. Price has historically oscillated around this line, treating it as a center of gravity. Lower Bands (Green/Blue): Undervalued, Discount, Deep Discount. These zones represent periods where the market price has historically lagged behind the network's intrinsic value, often marking accumulation phases. Note: The lowest theoretical tiers ("Bitcoin Dead") have been trimmed from this chart to focus on relevant historical support levels. How to Use Logarithmic Scale: You MUST set your chart to "Log" scale (bottom right of the TradingView window) for this indicator to function correctly. On a linear chart, the bands will appear to curve upwards aggressively; on a Log chart, they will appear as smooth, parallel channels. Timeframe: This is a macro-economic indicator. It is best viewed on Daily or Weekly timeframes. Overlay Labels: The indicator includes dynamic labels on the right-side axis, allowing you to instantly see the current price requirements for each valuation zone without manually tracing lines. Credits This script is based on the Power Law theory popularized by Giovanni Santostasi and the original Corridor concepts by Harold Christopher Burger . Disclaimer This tool is for educational and informational purposes only. It visualizes historical mathematical trends and does not constitute financial advice. Past performance of a model is not indicative of future results. Further Reading www.hcburger.com giovannisantostasi.medium.com
Indicatore Pine Script®
di dunk-devs
Weekly False Breakdown ScannerWeekly False Breakdown Scanner Weekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown ScannerWeekly False Breakdown Scanner
Indicatore Pine Script®
di muhdhafiz99
SNP420/RSI_GOD_KOMPLEXRSI_GOD_KOMPLEX is a multi–timeframe RSI scanner for TradingView that displays a compact table in the top-right corner of the chart. For each timeframe (1m, 5m, 15m, 30m, 1h, 4h, 1d) it tracks the fast RSI line (not the smoothed/main one) and marks BUY in green when RSI crosses up through 30 (leaving oversold territory) and SELL in red when RSI crosses down through 70 (leaving overbought territory), always using only closed candles for reliable, non-repainting signals. The indicator remembers the last valid signal per timeframe, so the table always shows the most recent directional impulse from RSI across all selected timeframes on the same instrument. author: SNP420 + Jarvis project: FNXS ps: piece and love
Indicatore Pine Script®
di SNP_420
HTF FVG + SessionsThis indicator combines multi-timeframe FVG A–C detection with intraday session boxes on a single chart. It automatically finds bullish and bearish Fair Value Gaps on 15m, 30m, 1H, 4H, 1D and 1W timeframes. Fresh FVGs are drawn in a transparent gold color, then dynamically shrink as price trades back into the gap. Once price fully fills the gap, the FVG box and its label are automatically removed from the chart. After the first touch, each FVG changes to a per-timeframe gray shade, making overlapping HTF gaps easy to see. You can toggle each timeframe on/off and also globally enable/disable all FVGs from the settings panel. Session boxes highlight Asia, London, NY AM, NY Lunch and NY PM using soft colored rectangles. Each session box is plotted from the high to the low of that session and labeled with its name in white text. A global “Show all session boxes” switch allows you to quickly hide or display the session structure. This tool is designed for traders who want to combine FVG liquidity maps with clear intraday session context.
Indicatore Pine Script®
di Menash100
1
Viprasol Elite Flow Pro - Premium Order Flow & Trend System═══════════════════════════════════════════════════════════════ 🔥 VIPRASOL ELITE FLOW PRO Professional Order Flow & Trend Detection System ═══════════════════════════════════════════════════════════════ 📊 WHAT IS THIS INDICATOR? Viprasol Elite Flow Pro is a comprehensive trading system that combines institutional order flow analysis with adaptive trend detection. Unlike basic indicators, this tool identifies high-probability setups by analyzing where smart money is likely positioning, while filtering signals through multiple confirmation layers. This indicator is designed for traders who want to: ✓ Identify premium (supply) and discount (demand) zones automatically ✓ Detect trend direction with adaptive cloud technology ✓ Spot high-volume rejection points before major moves ✓ Filter low-quality signals with intelligent confirmation logic ✓ Track market strength in real-time via elite dashboard ═══════════════════════════════════════════════════════════════ 🎯 CORE FEATURES ═══════════════════════════════════════════════════════════════ 1️⃣ ELITE TREND ENGINE • Adaptive Moving Average system (Fast/Adaptive/Smooth modes) • Dynamic trend cloud that expands/contracts with volatility • Real-time trend state tracking (Bullish/Bearish/Ranging) • Trend strength meter (0-10 scale) • ATR-based volatility adjustments 2️⃣ ORDER FLOW DETECTION • Automatic Premium Zone (Supply) identification • Automatic Discount Zone (Demand) identification • Smart zone extension - zones remain valid until broken • Zone rejection detection with price action confirmation • Customizable zone strength (5-30 bars lookback) 3️⃣ VOLUME INTELLIGENCE • Volume spike detection (configurable threshold) • Climax bar identification (exhaustion signals) • Volume filter for signal validation • Institutional activity detection 4️⃣ SMART SIGNAL SYSTEM • 3 Signal Modes: Aggressive, Balanced, Conservative • Multi-layer confirmation logic • Automatic profit targets (2:1 risk-reward) • Stop loss suggestions based on ATR • Prevents overtrading with bars-since-signal filter 5️⃣ ELITE DASHBOARD (HUD) • Real-time trend direction and strength • Volume status monitoring • Active zones counter • Market volatility gauge • Current signal status • 4 positioning options, compact mode available 6️⃣ PREMIUM STYLING • 4 Professional color themes (Cyber/Gold/Ocean/Fire) • Adjustable transparency and label sizes • Clean, institutional-grade visuals • Optimized for all chart types ═══════════════════════════════════════════════════════════════ 📖 HOW TO USE THIS INDICATOR ═══════════════════════════════════════════════════════════════ STEP 1: TREND IDENTIFICATION → Green Cloud = Bullish trend - look for LONG opportunities → Red Cloud = Bearish trend - look for SHORT opportunities → Purple Cloud = Ranging - wait for breakout or fade extremes STEP 2: ZONE ANALYSIS → PREMIUM (Red) zones = Potential resistance/supply areas → DISCOUNT (Green) zones = Potential support/demand areas → Price rejecting from zones = high-probability setups STEP 3: SIGNAL CONFIRMATION → Wait for "LONG" or "SHORT" labels to appear → Check dashboard for trend strength (Moderate/Strong preferred) → Confirm volume status is "HIGH" or "CLIMAX" → Entry: Enter when label appears → Stop Loss: Use dotted line (1 ATR away) → Take Profit: Use dashed line (2 ATR away) STEP 4: RISK MANAGEMENT → Never risk more than 1-2% per trade → Use the provided stop loss levels → Trail stops as price moves in your favor → Avoid trading during low volatility periods ═══════════════════════════════════════════════════════════════ ⚙️ RECOMMENDED SETTINGS ═══════════════════════════════════════════════════════════════ FOR SCALPING (1M - 5M): - Trend Type: Fast - Sensitivity: 15 - Signal Mode: Aggressive - Zone Strength: 8 FOR DAY TRADING (15M - 1H): - Trend Type: Adaptive - Sensitivity: 21 (default) - Signal Mode: Balanced - Zone Strength: 12 (default) FOR SWING TRADING (4H - Daily): - Trend Type: Smooth - Sensitivity: 34 - Signal Mode: Conservative - Zone Strength: 20 BEST MARKETS: ✓ Crypto (BTC, ETH, major altcoins) ✓ Forex (Major pairs: EUR/USD, GBP/USD) ✓ Indices (S&P 500, NASDAQ, DAX) ✓ High-liquidity stocks ═══════════════════════════════════════════════════════════════ 🎓 UNDERSTANDING THE METHODOLOGY ═══════════════════════════════════════════════════════════════ This indicator is built on three core concepts: 1. ORDER FLOW THEORY Markets move between premium (expensive) and discount (cheap) zones. Smart money accumulates in discount zones and distributes in premium zones. This indicator identifies these zones automatically. 2. ADAPTIVE TREND FOLLOWING Unlike fixed-period moving averages, the Elite Trend Engine adjusts to current market volatility, providing more accurate trend signals in both trending and ranging conditions. 3. CONFLUENCE-BASED ENTRIES Signals only trigger when multiple conditions align: - Price in correct zone (premium for shorts, discount for longs) - Trend confirmation (cloud color matches direction) - Volume validation (spike or climax present) - Price action strength (strong rejection candles) This multi-layer approach dramatically reduces false signals. ═══════════════════════════════════════════════════════════════ 🔔 ALERT SETUP ═══════════════════════════════════════════════════════════════ This indicator includes 5 alert types: 1. Long Signal → Triggers when buy conditions met 2. Short Signal → Triggers when sell conditions met 3. Volume Climax → Warns of pot
Indicatore Pine Script®
di viprasol
2
Trendshift [CHE]Trendshift — First-Shift Regime Turns with Premium/Discount Context Summary Trendshift highlights the first confirmed directional structure shift in price and overlays a premium or discount context based on the most recent structural range. It identifies the major swing levels, detects a regime transition when price closes beyond these levels with optional ATR-based conviction, and marks only the first shift per direction to reduce repetition and noise. The indicator then establishes a premium or discount band around the break and tints the background when price operates in either region. This produces a clean regime-aware view that emphasizes only the earliest actionable turn while maintaining contextual bias information. Motivation: Why this design? Conventional swing-based structure tools often fire repeated signals after each minor break, especially in volatile environments. This leads to cluttered charts and little informational value. Trendshift focuses on the core trading need: isolating the first confirmed change in directional structure and providing a premium or discount context after the break. By limiting signals to the initial flip and suppressing further markers until direction reverses again, the script reduces noise and highlights only the structural event that materially matters. The band logic further addresses the challenge of distinguishing contextual extremes and avoiding trades taken too late after a shift. What’s different vs. standard approaches? Baseline reference: Most structure indicators repeatedly plot every new break of a swing high or swing low. Differences: Only the first confirmed bullish or bearish shift is plotted until the opposite direction occurs. ATR-filtered breakout validation to reduce false breaks during volatility spikes. A reduced premium and discount band derived from the breakout candle and prior swing structure. Tinted background for contextual positioning rather than explicit entry signals. Practical effect: Fewer but more meaningful shift markers. Clear visual context of where price operates relative to the structural band. Cleaner regime transitions and less chart clutter. How it works (technical) The indicator continuously evaluates major swing highs and lows using a symmetric window length. When a swing is confirmed, the script stores its price and bar index. A structure shift occurs when price closes beyond the most recent major swing in the opposite direction. Optional ATR filtering requires the breakout distance to exceed an ATR-scaled threshold. Upon a confirmed shift, the script sets a regime state that remains active until a new shift or an optional timeout. It also establishes a structural band anchored between the breakout candle extremum and the prior opposite swing. The band informs the premium and discount boundaries, each representing a quarter subdivision. Only the first shift event per direction generates a visual triangle marker. The band is validated by comparing its height to ATR to avoid extremely narrow structures. Background tinting activates whenever price resides within the premium or discount zones. Persistent variables maintain previous structural states and prevent re-triggering until direction reverses. Parameter Guide Swing length (default 5): Controls the number of bars used on each side of a swing. Smaller values are more reactive; larger values reduce noise. Use ATR filter (default true): Requires breakout strength beyond the swing to exceed an ATR-scaled threshold. Disabling increases signal frequency. ATR length (default 14): Controls volatility estimation for breakout filtering and band validation. Break ATR multiplier (default 1.0): Higher values require stronger breakouts, reducing false shifts. Enable framework (default true): Activates the premium and discount context logic. Persist band on timeout (default true): Retains the current band after a regime timeout. Min band size ATR mult (default 0.5): Rejects extremely small bands and prevents unrealistic tinting. Regime timeout bars (default 500): Resets the regime after extended inactivity. Invert colors (default false): Swaps premium and discount tint color assignments. Show zone tint (default true): Toggles background shading. Show shift markers (default true): Enables or disables the first-shift triangles. Reading & Interpretation A green or red tint signals that price is operating in the discount or premium region of the most recent structural band. These regions are derived from the breakout event and the prior swing. A green triangle below a bar indicates the first bullish structure shift after a bearish regime. A red triangle above a bar indicates the first bearish shift after a bullish regime. No further markers appear until direction reverses. When tint is active, price location within the band offers simple contextual bias without providing explicit entries. Practical Workflows & Combinations Trend following: Treat the first bullish marker as the earliest confirmation of a potential up-regime and the first bearish marker for a potential down-regime. Use price location relative to the premium and discount zones as context for continuation or mean-reversion setups. Structure-based execution: Combine with simple swing highs and lows to refine entry points within discount after a bullish shift or within premium after a bearish shift. Higher-timeframe overlays: Apply the indicator on higher timeframes to define macro structure, then trade on lower timeframes using the band as a contextual anchor. Risk management: When price stays in premium during a bearish regime or in discount during a bullish regime, consider protective actions or position management adjustments. Behavior, Constraints & Performance The script uses only confirmed swing points and closed-bar conditions, so repainting from future bars does not occur except the inherent delay of pivot confirmation. No higher-timeframe security calls are used, avoiding HTF repaint paths. Performance impact is minimal because the script uses no loops or arrays and relies on persistent variables. The maximum bars back setting is five-thousand, required for swing lookback. Known limitations include quiet behavior during long consolidations, occasional delayed recognition of shifts due to swing confirmation, and limited effectiveness during large market gaps where extremum logic may be distorted. Sensible Defaults & Quick Tunin g Increase the swing length for smoother trend shifts and fewer signals. Decrease the swing length for more sensitivity. Raise the ATR breakout multiplier to reduce noise in volatile markets. Lower the band size requirement to make premium and discount zones more active on slower markets. Extend the regime timeout for slow-moving assets. What this indicator is—and isn’t This tool is a structural regime-shift detector with contextual premium and discount shading. It is not a complete trading system and does not include entries, exits, or risk models. It does not predict future price movement. It should be combined with broader structure analysis, liquidity considerations, and risk management practices. 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. Do not use this indicator on Heikin-Ashi, Renko, Kagi, Point-and-Figure, or Range charts, as these chart types can produce unrealistic results for signal markers and alerts. Best regards and happy trading Chervolino
Indicatore Pine Script®
di chervolino
4
Regime MapRegime Map — Volatility State Detector This indicator is a PineScript friendly approximation of a more advanced Python regime-analysis engine. The original backed identifies market regimes using structural break detection, Hidden-Markov Models, wavelet decomposition, and long-horizon volatility clustering. Since Pine Script cannot execute these statistical models directly, this version implements a lightweight, real-time proxy using realised volatility and statistical thresholds. The purpose is to provide a clear visual map of evolving volatility conditions without requiring any heavy offline computation. ________________________________________ Mathematical Basis: Python vs Pine 1. Volatility Estimation Python (Realised Volatility): RVₜ = √N × stdev( log(Pₜ) − log(Pₜ₋₁) ) Pine Approximation: RVₜ = stdev( log(Pₜ) − log(Pₜ₋₁), lookback ) Rationale: Realised volatility captures volatility clustering — a key characteristic of regime transitions. ________________________________________ 2. Regime Classification Python (HMM Volatility States): Volatility is modelled as belonging to hidden states with different means and variances: State μ₁, σ₁ State μ₂, σ₂ State μ₃, σ₃ with state transitions determined by a probability matrix. Pine Approximation (Z-Score Regimes): Zₜ = ( RVₜ − mean(RV) ) / stdev(RV) Regime assignment: • Regime 0 (Low Vol): Zₜ < Zₗₒw • Regime 1 (Normal): Zₗₒw ≤ Zₜ ≤ Zₕᵢgh • Regime 2 (High Vol): Zₜ > Zₕᵢgh Rationale: Z-scores provide clean statistical boundaries that behave similarly to HMM state separation but are computable in real time. ________________________________________ 3. Structural Break Detection vs Rolling Windows Python (Bai–Perron Structural Breaks): Segments the volatility series into periods with distinct statistical properties by minimising squared error over multiple regimes. Pine Approximation: Rolling mean and rolling standard deviation of volatility over a long window. Rationale: When structural breaks are not available, long-window smoothing approximates slow regime changes effectively. ________________________________________ 4. Multi-Scale Cycles Python (Wavelet Decomposition): Volatility decomposed into long-cycle (A₄) and short-cycle components (D bands). Pine Approximation: Single-scale smoothing using long-horizon averages of RV. Rationale: Wavelets reveal multi-frequency behaviour; Pine captures the dominant low-frequency component. ________________________________________ Indicator Output The background colour reflects the active volatility regime: • Low Volatility (Green): trending behaviour, cleaner directional movement • Normal Volatility (Yellow): balanced environment • High Volatility (Red): sharp swings, traps, mean-reversion phases Regime labels appear on the chart, with a status panel displaying the current regime. ________________________________________ Operational Logic 1. Compute log returns 2. Calculate short-horizon realised volatility 3. Compute long-horizon mean and standard deviation 4. Derive volatility Z-score 5. Assign regime classification 6. Update background colour and labels This provides a stable, real-time map of market state transitions. ________________________________________ Practical Applications Intraday Trading • Low-volatility regimes favour trend and breakout continuation • High-volatility regimes favour mean reversion and wide stop placement Swing Trading • Compression phases often precede multi-day trending moves • Volatility expansions accompany distribution or panic events Risk Management • Enables volatility-adjusted position sizing • Helps avoid leverage during expansion regimes ________________________________________ Notes • Does not repaint • Fully configurable thresholds and lookbacks • Works across indices, stocks, FX, crypto • Designed for real-time volatility regime identification ________________________________________ Disclaimer This script is intended solely for educational and research purposes. It does not constitute financial advice or a recommendation to buy or sell any instrument. Trading involves risk, and past volatility patterns do not guarantee future outcomes. Users are responsible for their own trading decisions, and the author assumes no liability for financial loss.
Indicatore Pine Script®
di NeuralMarkets
MA200 Deviation Percentile200-Day MA Deviation with Dynamic Thresholds OVERVIEW This indicator measures price deviation from the 200-day moving average as a percentage, with dynamically calculated overbought/oversold thresholds based on historical percentiles. Best suited for broad market indices (SPY, QQQ, IWM, etc.) where the 200-day MA serves as a reliable long-term trend indicator. Individual stocks may exhibit more erratic behavior around this level. CALCULATION Deviation (%) = (Close - 200MA) / 200MA x 100 Dynamic thresholds are derived from actual historical distribution rather than assuming normal distribution: - Overbought threshold = 97.5th percentile of historical deviations - Oversold threshold = 2.5th percentile of historical deviations SETTINGS MA Length (default: 200) Moving average period. Lookback Period (default: 1260) Historical window for threshold calculation. 1260 bars approximates 5 years of daily data. Threshold Percentile (default: 5%) Two-tailed threshold. 5% places overbought/oversold boundaries at the 97.5th and 2.5th percentiles respectively. INTERPRETATION Deviation Value - Positive: Price trading above 200MA - Negative: Price trading below 200MA - Magnitude indicates extent of deviation Percentile Ranking (0-100%) - Shows where current deviation ranks historically - Above 90%: Historically elevated - Below 10%: Historically depressed Dynamic Threshold Lines - Red line: Upper boundary based on historical distribution - Green line: Lower boundary based on historical distribution - These adapt automatically to each asset's volatility characteristics APPLICATION Mean Reversion Extreme deviations tend to normalize over time. When deviation exceeds dynamic thresholds, probability of mean reversion increases. Trend Assessment Sustained positive/negative deviation confirms trend direction. Zero-line crossovers may signal trend changes. NOTES - Optimized for daily timeframe on market indices - Requires sufficient historical data (minimum equal to lookback period) - Extreme readings do not guarantee immediate reversals - Use in conjunction with other analysis methods
Indicatore Pine Script®
di Go3x3
DAILY - 3-Condition Arrows - Buy & SellVersion 1. On the DAILY time frame, this indicator will add a green BUY arrow to a stock price when the following 3 conditions are ALL true: BUY (all 3 conditions are true) 1. Stock price > 50 EMA 2. MACD line above moving average 3. Williams %R (Best_Solve version) is above moving average Conversely, a red SELL arrow will point out when the following 3 conditions are ALL true: SELL (all 3 conditions are true) 1. Stock price < 50 EMA 2. MACD line below moving average 3. Williams %R (Best_Solve version) is below the moving average
Indicatore Pine Script®
di rodb_2025
2