[{"data":1,"prerenderedAt":7236},["ShallowReactive",2],{"wrun-open-editor-url":3,"indicators:cookbook/vol-regime":4},"https://openmarket.xyz/chart/#wrun-open=v1",{"slug":5,"filePath":6,"frontmatter":7,"rawMarkdown":12,"tree":13},"cookbook/vol-regime","cookbook/vol-regime.md",{"title":8,"description":9,"order":10,"section":11},"Volatility regime","Whether the chart's underlying's implied volatility is high, normal or low for that name, and how unsettled it is, from the daily options statistics. The…",152,"cookbook","---\ntitle: \"Volatility regime\"\ndescription: \"Whether the chart's underlying's implied volatility is high, normal or low for that name, and how unsettled it is, from the daily options statistics. The…\"\norder: 152\nsection: \"cookbook\"\n---\n\n\u003C!-- source: docs/indicators/cookbook/vol-regime.md; generated by packages/cli/scripts/gen-indicator-docs.ts, do not edit -->\n\n# Volatility regime\n\nWhether the chart's underlying's implied volatility is high, normal or low for that name, and how unsettled it is, from the daily options statistics. The regime score is a z-score: the session's 30-day IV against the mean and standard deviation of the window's earlier sessions, high over +0.5, low under -0.5, neutral between, drawn as columns in a pane under the chart with guides at both edges. The stress class bins the IV's percentile among the window's earlier sessions: calm under the 55th, transitional from the 55th to the 80th, stressed from the 80th up, and the candles take its colour (teal, amber, red) when **Tint candles** is on. The vol of vol is how much the IV itself moves: the exponentially weighted standard deviation of its daily log changes over the last 30 sessions, the newest weighing most, annualized over 252 days, in percent, with its own percentile. A card at the bottom right reads the regime, the stress class and the numbers behind them.\n\nThe parts are a scalar `option_daily` input, two `DayHistory` rings from the options kit (the IV and the vol of vol, [Options kit](../functions/options-kit.md#a-history-of-daily-statistics)), regime-coloured columns and guides, a `render.barcolor` tint ([Plotting](../presentation/plotting.md)), and a `render.hud` card with a sparkline tile. This is also the `vol-regime` template: the **Volatility Regime** card under **Beyond the time axis** in the editor's starter list, and it compiles as written.\n\n## The wrun indicator\n\n```typescript sample=vol-regime\n// Volatility Regime: whether the chart's underlying's implied volatility is high, normal or low for that name, and\n// how unsettled it is, from the daily options statistics (option_daily, the 30-day at-the-money IV per session). The\n// regime score is a z-score: the session's IV against the mean and standard deviation of the window's earlier\n// sessions, high over +0.5, low under -0.5, neutral between, drawn as columns in a pane under the chart with guides at\n// both edges. The stress class bins the IV's percentile among the window's earlier sessions: calm under the 55th,\n// transitional from the 55th to the 80th, stressed from the 80th up, and the candles take its colour (teal, amber,\n// red) when Tint candles is on. The vol of vol is how much the IV itself moves: the exponentially weighted standard\n// deviation of its daily log changes over the last Vol of vol sessions (recent changes weigh more), annualized over\n// 252 days, in percent, with its own percentile. A card at the bottom right reads the regime, the stress class and the\n// numbers behind them. Each session's reading is the statistics job's close of that session, held on an intraday\n// chart until the next one lands. The statistics are short today (they start when the data plane switches the daily\n// job on): every reading needs Minimum history (60 sessions), and until then the card says how many there are. US\n// stock charts, daily or finer.\n\nparam.int(\"lookback\", 252, { min: 20, max: 520, label: \"Window, sessions\", description: \"Sessions the score, the percentiles and the stress class read: 252 is about a year\" });\nparam.int(\"min_sessions\", 60, { min: 10, max: 520, label: \"Minimum history, sessions\", description: \"Sessions of statistics before a reading shows; below it the card says how many there are\" });\nparam.int(\"vov_days\", 30, { min: 5, max: 90, label: \"Vol of vol, sessions\", description: \"Daily IV changes the vol of vol weighs, the newest weighing most\" });\nparam.bool(\"tint_candles\", true, { label: \"Tint candles\", description: \"Colour the candles by the stress class: teal calm, amber transitional, red stressed\" });\ninput(\"close\", ohlcv.close); // the chart's own close: the grid\ninput(\"iv30\", option_daily.atm_iv_30d, { missing: \"nan\", description: \"The underlying's 30-day constant-maturity at-the-money IV, percent, one row per session (the daily options statistics)\" }); // lands on the first bar of its day, NaN elsewhere\noutput(\"score\", histogram, lower, { color_by: \"regime\", colors: [\"#2dd4bf\", \"#94a3b8\", \"#ef4444\"], label: \"Regime score\", format: \"0.00\", description: \"The session's 30-day IV against the window's earlier sessions, in standard deviations; empty below Minimum history\" });\noutput(\"high_guide\", line, lower, { role: \"guide\", color: \"#ef444480\", line_style: \"dashed\", label: \"High\", align: \"right\", description: \"+0.5: over it the regime is high\" });\noutput(\"low_guide\", line, lower, { role: \"guide\", color: \"#2dd4bf80\", line_style: \"dashed\", label: \"Low\", align: \"right\", description: \"-0.5: under it the regime is low\" });\noutput(\"regime\", none, lower, { description: \"0 low (score under -0.5), 1 neutral, 2 high (over +0.5); 1 while there is no score\" });\noutput(\"stress\", none, lower, { description: \"0 calm (IV percentile under 55), 1 transitional (55 to 80), 2 stressed (80 and up); NaN while there is no percentile\" });\noutput(\"tint_on\", none, lower, { description: \"1 on a bar the candles take the stress colour: the tint's gate\" });\noutput(\"iv\", none, lower, { description: \"The newest session's 30-day at-the-money IV, percent\" });\noutput(\"iv_pct\", none, lower, { description: \"The newest IV's percentile among the window's earlier sessions, 0 to 100\" });\noutput(\"vov\", none, lower, { description: \"The vol of vol: the weighted deviation of the daily IV changes, annualized, percent\" });\noutput(\"vov_pct\", none, lower, { description: \"The newest vol of vol's percentile among the window's earlier sessions, 0 to 100\" });\noutput(\"sessions\", none, lower, { description: \"Sessions of statistics the window holds\" });\noutput(\"status\", none, lower, { description: \"0 not enough history yet, 1 the regime reads, 2 a chart coarser than a day\" });\nstring(\"read\", { max_bytes: 64 }); // the headline\nstring(\"stress_text\", { max_bytes: 32 }); // \"Stressed, 86th percentile\"\nstring(\"title\", { max_bytes: 64 });\nrender.barcolor(\"stress_tint\", { where: \"tint_on\", color_by: \"stress\", colors: [\"#2dd4bf\", \"#f59e0b\", \"#ef4444\"] }); // the candles in the stress colour\n\nrender.hud(\"regime_card\", {\n  position: \"bottom_right\",\n  look: \"terminal\",\n  title: \"{{title}}\",\n  columns: 2,\n  tiles: [\n    tile.pill(\"Regime\", \"read\", { headline: true, color_by: \"regime\", colors: [\"#2dd4bf\", \"#94a3b8\", \"#ef4444\"] }),\n    tile.pill(\"Stress\", \"stress_text\", { color_by: \"stress\", colors: [\"#2dd4bf\", \"#f59e0b\", \"#ef4444\"] }),\n    tile.spark(\"Vol of vol\", \"vov\", { bars: 64 }),\n    tile.rows([\n      [\"1) IV, 30 days\", \"iv\", \"0.00\"],\n      [\"2) Regime score\", \"score\", \"0.00\"],\n      [\"3) IV percentile\", \"iv_pct\", \"0\"],\n      [\"4) Vol of vol\", \"vov\", \"0.0\"],\n      [\"5) Vol of vol percentile\", \"vov_pct\", \"0\"],\n      [\"6) Sessions read\", \"sessions\", \"int\"],\n    ]),\n  ],\n});\n\nconst DAY = 86400.0;\nconst YEAR_DAYS = 252.0;\nconst HIGH = 0.5; // the score's edges\nconst LOW = -0.5;\nconst TRANSITIONAL = 55.0; // the stress class's percentile edges\nconst STRESSED = 80.0;\nconst CAPACITY = 520;\nconst MONTHS: String[] = [\"JAN\", \"FEB\", \"MAR\", \"APR\", \"MAY\", \"JUN\", \"JUL\", \"AUG\", \"SEP\", \"OCT\", \"NOV\", \"DEC\"];\nconst ivs = new DayHistory(CAPACITY); // one 30-day IV per session\nconst vovs = new DayHistory(CAPACITY); // one vol of vol per session it could be measured\nconst dateClock = new Clock(\"UTC\");\n\nlet lookback = 252; // settings, read in onStart()\nlet need = 60;\nlet vovDays = 30;\nlet tint = true;\nlet prevT: f64 = NaN; // the bar spacing\nlet barSec: f64 = NaN;\nlet scoreNow: f64 = NaN; // the session readings, held\nlet ivPctNow: f64 = NaN;\nlet vovNow: f64 = NaN;\nlet vovPctNow: f64 = NaN;\n\nfunction onStart(): void {\n  lookback = i32(p_lookback());\n  need = i32(p_min_sessions());\n  if (need > lookback) need = lookback;\n  vovDays = i32(p_vov_days());\n  tint = p_tint_candles() > 0.5;\n}\n\n/** The vol of vol over the newest vovDays daily log changes of the IV, each weighing (1 - a)^k with k sessions back\n *  and a = 2 / (vovDays + 1), annualized, percent; NaN until vovDays + 1 sessions are held. */\nfunction volOfVol(): f64 {\n  if (ivs.count() \u003C vovDays + 1) return NaN;\n  const keep = 1.0 - 2.0 / f64(vovDays + 1);\n  let weight = 1.0;\n  let sumW = 0.0;\n  let sumSq = 0.0;\n  for (let k = 0; k \u003C vovDays; k += 1) {\n    const r = Math.log(ivs.value(k) / ivs.value(k + 1));\n    sumSq += weight * r * r;\n    sumW += weight;\n    weight *= keep;\n  }\n  return Math.sqrt((sumSq / sumW) * YEAR_DAYS) * 100.0;\n}\n\nfunction measure(day: f64): void {\n  const v = volOfVol();\n  if (!isNaN(v)) vovs.push(day, v);\n  vovNow = v;\n  const ready = ivs.span(lookback) >= need;\n  scoreNow = ready ? ivs.zscore(lookback) : NaN;\n  ivPctNow = ready ? ivs.percentile(lookback) : NaN;\n  vovPctNow = ready && !isNaN(v) && vovs.span(lookback) >= 2 ? vovs.percentile(lookback) : NaN;\n}\n\nfunction regimeOf(): f64 {\n  if (isNaN(scoreNow)) return 1.0;\n  return scoreNow > HIGH ? 2.0 : scoreNow \u003C LOW ? 0.0 : 1.0;\n}\n\nfunction stressOf(): f64 {\n  if (isNaN(ivPctNow)) return NaN;\n  return ivPctNow >= STRESSED ? 2.0 : ivPctNow >= TRANSITIONAL ? 1.0 : 0.0;\n}\n\nfunction sbDay(day: f64): void { // \"16OCT\"\n  dateClock.update(day * DAY);\n  if (dateClock.dayOfMonth() \u003C 10) sb_text(\"0\");\n  sb_int(dateClock.dayOfMonth());\n  sb_text(MONTHS[dateClock.month() - 1]);\n}\n\nfunction writeWords(coarse: bool): void {\n  const held = ivs.span(lookback);\n  sb_clear();\n  if (coarse) sb_text(\"Needs a daily or finer chart\");\n  else if (ivs.count() == 0) sb_text(\"Waiting for the daily options statistics\");\n  else if (held \u003C need) {\n    sb_text(\"Not enough history yet: \");\n    sb_int(held);\n    sb_text(\" of \");\n    sb_int(need);\n    sb_text(\" sessions\");\n  } else if (isNaN(scoreNow)) sb_text(\"No spread: the IV has not moved in the window\");\n  else {\n    const r = regimeOf();\n    sb_text(r == 2.0 ? \"High regime, score \" : r == 0.0 ? \"Low regime, score \" : \"Neutral regime, score \");\n    if (scoreNow >= 0.0) sb_text(\"+\");\n    sb_f64(scoreNow, 2);\n  }\n  str_read_sb();\n  sb_clear();\n  const s = stressOf();\n  if (coarse || isNaN(s)) sb_text(\"No stress class\");\n  else {\n    sb_text(s == 2.0 ? \"Stressed, \" : s == 1.0 ? \"Transitional, \" : \"Calm, \");\n    sb_f64(ivPctNow, 0);\n    sb_text(\" percentile\");\n  }\n  str_stress_text_sb();\n  sb_clear();\n  sb_text(\"Volatility regime, 30-day IV\");\n  if (!coarse && ivs.count() > 0) {\n    sb_text(\", as of \");\n    sbDay(ivs.day(0));\n  }\n  str_title_sb();\n}\n\n// onBar() runs once per bar: the spacing, then the session's IV when it lands (measured once, held after); every bar\n// writes the held readings, and the candle takes the stress colour.\nfunction onBar(): void {\n  const t = bar.time();\n  if (!isNaN(prevT) && t > prevT && (isNaN(barSec) || t - prevT \u003C barSec)) barSec = t - prevT;\n  prevT = t;\n  const coarse = !isNaN(barSec) && barSec > 1.5 * DAY;\n  const iv = in_iv30();\n  if (!coarse && !isNaN(iv) && iv > 0.0) {\n    const day = Math.floor(t / DAY);\n    if (ivs.push(day, iv)) measure(day);\n  }\n  out_high_guide(HIGH);\n  out_low_guide(LOW);\n  out_score(coarse ? NaN : scoreNow);\n  out_regime(coarse ? 1.0 : regimeOf());\n  const s = coarse ? NaN : stressOf();\n  out_stress(s);\n  out_tint_on(tint && !isNaN(s) ? 1.0 : 0.0);\n  out_iv(coarse || ivs.count() == 0 ? NaN : ivs.value(0));\n  out_iv_pct(coarse ? NaN : ivPctNow);\n  out_vov(coarse ? NaN : vovNow);\n  out_vov_pct(coarse ? NaN : vovPctNow);\n  out_sessions(coarse ? NaN : f64(ivs.span(lookback)));\n  out_status(coarse ? 2.0 : ivs.span(lookback) >= need ? 1.0 : 0.0);\n  if (bar.isLast()) writeWords(coarse);\n}\n```\n\n## How it works\n\n**The score.** `zscore()` reads the newest IV against the window's earlier sessions, so today never dampens its own score. The edges are fixed at plus and minus 0.5 standard deviations.\n\n**The stress class.** `percentile()` is the share of the window's earlier sessions with a lower IV; the class edges at the 55th and 80th percentiles colour the candles through a gate output, so turning **Tint candles** off leaves the chart's own colours.\n\n**The vol of vol.** Over the newest `vov_days` daily log changes of the IV, each weighing (1 - a) to the power of its age in sessions with a = 2 / (`vov_days` + 1): recent changes count most. It is measured once per session and joins its own `DayHistory` for its percentile.\n\n## Where it runs\n\nUS stock charts, through OpenMarket's official package: `option_daily` is served by the chart's browser lane for the chart's own underlying ([Limitations](../reference/limitations.md)). The class is declared ahead of its lane, so the template builds today and the chart shows the lane's refusal until the data plane serves the statistics. A daily or finer chart.\n\n## When data is missing\n\nThe statistics start the day the job is switched on. The score, the percentile and the stress tint need **Minimum history** (60 sessions); until then the columns stay empty, the candles keep their colours and the card reads \"Not enough history yet: 12 of 60 sessions\". The vol of vol needs 31 sessions of its own. A window whose IV never moved has no spread and says so; before the first session the card reads \"Waiting for the daily options statistics\"; a chart coarser than a day reads \"Needs a daily or finer chart\".\n\n## Customize it\n\n- **Another year.** `lookback` sets how many sessions the score and the percentiles read.\n- **A faster or slower vol of vol.** `vov_days` of 10 reacts within two weeks, 90 over a quarter.\n- **Keep the candles.** Turn **Tint candles** off to read the regime in the pane alone.\n\n## Run it\n\n1. In the editor's Explorer, press the **Templates** icon and pick **Volatility Regime** under **Beyond the time axis**.\n2. Press **Run** on a US stock's daily chart.\n3. At the editor's Console prompt, type `score`, `iv_pct` and `vov`.\n\n## Concepts used\n\n- [Data sources](../core-concepts/data-sources.md#us-listed-options-by-the-charts-underlying) for `option_daily`\n- [Options kit](../functions/options-kit.md#a-history-of-daily-statistics) for `DayHistory`\n- [Plotting](../presentation/plotting.md) for the columns, the guides and the candle tint\n- [HUD cards](../presentation/hud-and-hover-cards.md#hud-cards) for the card and its sparkline\n",{"type":14,"children":15,"data":7229,"position":7231},"root",[16,26,29,30,72,73,288,289,307,308,6297,6298,6314,6315,6366,6367,6438,6439,6525,6526,6542,6543,6602,6603,6618,6619,6658,6659,6674,6675,6837,6838,6854,6855,7057,7058,7073,7074],{"type":17,"value":18,"position":19},"comment"," source: docs/indicators/cookbook/vol-regime.md; generated by packages/cli/scripts/gen-indicator-docs.ts, do not edit ",{"start":20,"end":23},{"line":21,"column":21,"offset":22},1,0,{"line":21,"column":24,"offset":25},126,125,{"type":27,"value":28},"text","\n",{"type":27,"value":28},{"type":31,"tagName":32,"properties":33,"children":34,"position":69},"element","p",{},[35,44,62],{"type":27,"value":36,"position":37},"Whether the chart's underlying's implied volatility is high, normal or low for that name, and how unsettled it is, from the daily options statistics. 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