Skip to content

LNRSI Multi-Timeframe Indicator

Probability Engine

Not just lines on a chart - this is a system that filters out noise and highlights when momentum, trend, and relative strength ALL align.


Overview

The LNRSI (Laguerre Normalized Relative Strength Indicator) combines four distinct "layers of truth" for every candle:

The Four Layers

Layer Name What It Measures Why It Matters
1 Relative Strength Asset / Benchmark Ratio Find stocks that refuse to drop when market dips
2 Stochastic Normalization Where in the day's range? (0-100) Know if you're at "cheap" or "expensive" end
3 Fractals Energy Market "choppiness" Slow down in chop, speed up in trends
4 Laguerre Filter Volatility-adjusted smoothing No-lag signal line for clean crossovers
flowchart LR
    A[Price / SPY] --> B[Normalize 0-100]
    B --> C[Fractals Energy Alpha]
    C --> D[Laguerre Smoothing]
    D --> E[Signal Line Cross]

    style A fill:#87CEEB
    style B fill:#5DADE2
    style C fill:#3498DB
    style D fill:#2874A6
    style E fill:#1B4F72,color:#fff

Layer 1: Relative Strength (The "What")

We don't just look at price - we look at the Ratio of Asset vs Benchmark (SPY):

Ratio = Stock Price / SPY Price

Why This Matters

Scenario SPY Your Stock Traditional View RS View
Market dip -1% -0.1% "Stock is down" "Stock is STRONG"
Market rally +2% +1% "Stock is up" "Stock is WEAK"

Key Insight: We want to buy stocks that refuse to go down when the market dips.


Layer 2: Stochastic Normalization (The "Context")

We map the Ratio to a 0-100 scale based on the Lookback period:

NormRS = (Ratio - Lowest) / (Highest - Lowest) × 100

The "78 Bar" Rule (Day Trading)

Timeframe Bars Equals
5 minute 78 One full trading day (6.5 hours)
15 minute 26 One full trading day
1 hour 7 One full trading day

Why 78? It tells you if you're at the "cheap" or "expensive" end of today's relative performance, not last week's.


Layer 3: Fractals Energy (The "Market State")

This measures the "efficiency" or "choppiness" of the ratio movement:

Fractals Energy = log(Sum of Ranges / Total Range) / log(Length)

Adaptive Behavior

Market State Fractals Energy Indicator Response
Trending High (smooth moves) Speeds up - catch the move early
Chopping Low (jagged moves) Slows down - avoid fake-outs

This is the secret sauce that prevents whipsaws in choppy markets.


Layer 4: Laguerre Filter (The "Trigger")

The Laguerre filter provides zero-lag smoothing of the normalized RS:

L0 := alpha * NormRS + (1 - alpha) * nz(L0[1])
L1 := -(1 - alpha) * L0 + nz(L0[1]) + (1 - alpha) * nz(L1[1])
L2 := -(1 - alpha) * L1 + nz(L1[1]) + (1 - alpha) * nz(L2[1])
L3 := -(1 - alpha) * L2 + nz(L2[1]) + (1 - alpha) * nz(L3[1])

Signal = (L0 + 2*L1 + 2*L2 + L3) / 6

Why Laguerre?

Filter Type Lag Smoothness Best For
SMA High High Long-term trends
EMA Medium Medium General use
Laguerre Low High Fast signals + smooth line

Layer 5: Multi-Timeframe Confluence (The "Probability Multiplier")

We check the same math on multiple timeframes:

Signal Type Win Rate Risk/Reward
5m breakout alone ~50% (coin flip) Unpredictable
5m + 15m aligned ~60% Better
5m + 15m + 1H + Daily aligned ~70%+ High probability

Key Insight: A 5-minute breakout where the 15m, 1H, and Daily are ALREADY bullish is a freight train.


The Zones

Zone Value Range Meaning
Leadership > 0.8 Top 20% relative strength
Neutral 0.2 - 0.8 Average performer
Laggard < 0.2 Bottom 20% relative strength

Zone Breach Signals

Signal Entry Type Win Rate Reward
Cross above 0.2 Turnaround Play Lower Higher
Cross above 0.8 Momentum Breakout Higher Lower

Trading Strategy

Entry Checklist (Long/Calls)

  • 3+ timeframes show BULL (ideally all 4)
  • Background is GREEN (total confluence)
  • Zone breach: Laguerre crosses above 0.2 OR above 0.8
  • Candle closed (never enter mid-candle)
  • Blue Line > Orange Signal Line

Position

Asset Specification
Type ITM or ATM Calls
Expiration 7-14 DTE (reduce theta burn)
Size Based on stop distance

Stop Loss

Stop Type Trigger Action
Hard Stop Blue Line < Orange Line Exit immediately
Catastrophic Background turns RED Exit immediately

Profit Taking

Level Trigger Action
TP1 Blue Line hits 1.0 or flattens Sell 50%
TP2 Blue Line < Orange Line Sell remaining

Expert Tips

1. Avoid the Morning Fake-out

Skip First 15 Minutes

The RS calculation needs data to stabilize. Trade signals after 9:45 AM ET.

2. Watch for Divergence

Price LNRSI Signal
Higher High Higher High ✅ Valid - momentum confirmed
Higher High Lower High DIVERGENCE - do NOT buy

Divergence means the stock is losing power relative to SPY even though price is up. This is a bull trap.

3. The Benchmark Matters

Your Focus Benchmark
General stocks SPY
Tech stocks QQQ
Small caps IWM
Sector plays Sector ETF (XLF, XLE, etc.)


Changelog

Date Version Changes
2024-12-10 1.0 Initial documentation