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QuanTAlib/lib/trends_IIR/hema/hema.pine
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86fe32a682 SIMD Refactor: Merge simd-dev into dev (#55)
Co-authored-by: Claude Opus 4.5 <noreply@anthropic.com>
Co-authored-by: aider (openrouter/anthropic/claude-sonnet-4) <aider@aider.chat>
Co-authored-by: Warp <agent@warp.dev>
2026-01-18 19:02:03 -08:00

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//@version=6
indicator("HEMA (Exponential Hull Analog)", "HEMAx", overlay=true)
// Half-life -> alpha (exponential definition)
alphaFromHalfLife(float hl) =>
hl := math.max(1.0, hl)
-math.expm1(-math.log(2.0) / hl)
// Exponential Hull Analog (EMA-domain HMA)
hema(series float src, simple int N) =>
// --- guardrails ---
float n = math.max(float(N), 2.0) // HMA-like structure needs N>=2 to avoid fast==slow weirdness
// --- alphas (period converted immediately to half-life alpha) ---
float aS = alphaFromHalfLife(n)
float aF = alphaFromHalfLife(math.max(1.0, n * 0.5))
float aM = alphaFromHalfLife(math.max(1.0, math.sqrt(n)))
float bS = 1.0 - aS
float bF = 1.0 - aF
float bM = 1.0 - aM
// --- lag-derived ratio for the de-lag combiner ---
float lagS = bS / aS
float lagF = bF / aF
float r = lagF / lagS
r := math.min(math.max(r, 0.0), 0.999999) // keep denom sane
// --- state (unbiased EMA warmup) ---
var bool warmup = true
var float dS = 1.0
var float dF = 1.0
var float dM = 1.0
var float eSraw = 0.0
var float eFraw = 0.0
var float eMraw = 0.0
float eS = na
float eF = na
float out = na
// raw EMAs
eSraw := aS * (src - eSraw) + eSraw
eFraw := aF * (src - eFraw) + eFraw
if warmup
// update decays for unbiased correction
dS *= bS
dF *= bF
dM *= bM
float invS = 1.0 / math.max(1.0 - dS, 1e-12)
float invF = 1.0 / math.max(1.0 - dF, 1e-12)
float invM = 1.0 / math.max(1.0 - dM, 1e-12)
eS := eSraw * invS
eF := eFraw * invF
float deLag = (eF - r * eS) / (1.0 - r)
eMraw := aM * (deLag - eMraw) + eMraw
out := eMraw * invM
// end warmup only when ALL stages are effectively unbiased
warmup := math.max(dS, math.max(dF, dM)) > 1e-10
else
eS := eSraw
eF := eFraw
float deLag = (eF - r * eS) / (1.0 - r)
eMraw := aM * (deLag - eMraw) + eMraw
out := eMraw
out
// Inputs
i_period = input.int(10, "Period (half-life bars)", minval=1)
i_source = input.source(close, "Source")
hema_value = hema(i_source, i_period)
plot(hema_value, "HEMAx", color=color.yellow, linewidth=2)