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Sp500 Technical indicators

jmaskiew edited this page Nov 12, 2022 · 5 revisions

1. Trend indicators

Are in some kind moving with the price.

  • All kind of moving averages
    SMA – simple moving average, EMA - exponential moving average, DEMA - double exponential moving average, KAMA - Kaufman’s moving adaptive average)
  • BB (Bolinger Bands)
    SMA + - std. Upper (+std) and lower (-std)
  • Regression (least squares)
  • Keltner Channel
  • Acceleration Bands
  • Heikin Ashi (Better candle stick)
  • Donchian Channel

2. Oscillators (Fixed range)

Oscillate in the fixed range

  • RSI
    in 0-100 range
  • Stochastic RSI
    in 0-100 range
  • Stochastic
    in 0-100 range
  • Balance of power
    in (-1, 1) range
  • Ultimate oscillator
    in 0 - 100 range
  • %R Williams
    in -100 0 range

3. Oscillator

Oscillate in range which is not fixed or is fixed from the one side.

  • ATR (Average True Range)
  • Awesome oscillator
  • RVI (relative vigor index)
  • MACD (moving average convergence divergence)
  • CCI (Commodity Channel index)
  • Relative Standard deviation for x_i: σ_i=√((∑▒〖(x-μ)〗^2 )/N)/x_i * 100

4. Volume indicators

Are based on the traded volume

  • OBV (on-Balance Volume)
  • CMF (Chaikin Money Flow)
  • Klinger Oscillator
  • Money Flow index
  • Negative Volume Index
  • Price Volume
  • A/D Oscillator
  • Ease of movement

5. Other

  • PSAR (Parabolic SAR)
  • Standard Deviation
  • ICHIMOKU clouds Some of Clouds are for the future values (no idea how to use it in the model)
  • Indicator based on other indicator For example RSI of something Moving average of something

6. Based on the Option Market

Some Put/Call
We can calculate prices of options
Put/Call ratios

7. Based on stocks in SP500

  • Financial Statement Analysis
  • Ratios (used for single company but we could try to wage them across all stocks from the index)
    • Liquidity
    • Profitability
    • Solvency
    • Turnover
    • Earnings
      • P/E
  • Different sectors wages across SP500 index
    • Tech stocks
    • Energy stocks
  • Stocks info
    • % of stocks above 200 SMA
    • % of stocks up/down day
    • etc.

8. Based on information outside OHLCV

  • VIX
    could work very well
  • Dollar strength index
  • Macroeconomic data
    • Inflation
      • CPI, PPI
    • Interest rates
    • PMI
    • PPI
  • Sentiment indexes
    • fear and greed index
  • Bond Market
    • Should be better then Interest rates as its market traded