Class: Quant::Indicators::Mesa

Inherits:
Indicator show all
Defined in:
lib/quant/indicators/mesa.rb

Overview

www.mesasoftware.com/papers/MAMA.pdf MESA Adaptive Moving Average (MAMA) adapts to price movement in an entirely new and unique way. The adapation is based on the rate change of phase as measured by the Hilbert Transform Discriminator.

This version of Ehler’s MAMA indicator ties into the homodyne dominant cycle indicator to provide a more efficient computation for this indicator. If you’re using the homodyne in all your indicators for the dominant cycle, then this version is useful as it avoids extra computational steps.

Constant Summary collapse

FAMA = 
0.500
GAMA = 
0.950
DAMA = 
0.125
LAMA = 
0.100
FAGA = 
0.050

Constants inherited from Indicator

Indicator::PRIORITIES

Constants included from Mixins::UniversalFilters

Mixins::UniversalFilters::K

Instance Attribute Summary

Attributes inherited from Indicator

#p0, #p1, #p2, #p3, #series, #source, #t0, #t1, #t2, #t3

Instance Method Summary collapse

Methods inherited from Indicator

#<<, #[], #adaptive_half_period, #adaptive_period, dependent_indicator_classes, depends_on, #dominant_cycle, #dominant_cycle_indicator_class, #dominant_cycle_kind, #each, #half_period, #indicator_name, #initialize, #input, #inspect, #max_period, #micro_period, #min_period, #p, #period_points, #pivot_kind, #points_class, #priority, register, #size, #t, #ticks, #values, #warmed_up?

Methods included from Mixins::FisherTransform

#fisher_transform, #inverse_fisher_transform, #relative_fisher_transform

Methods included from Mixins::Stochastic

#stochastic

Methods included from Mixins::SuperSmoother

#three_pole_super_smooth, #two_pole_super_smooth

Methods included from Mixins::HilbertTransform

#hilbert_transform

Methods included from Mixins::ExponentialMovingAverage

#exponential_moving_average

Methods included from Mixins::SimpleMovingAverage

#simple_moving_average

Methods included from Mixins::WeightedMovingAverage

#extended_weighted_moving_average, #weighted_moving_average

Methods included from Mixins::UniversalFilters

#universal_band_pass, #universal_ema, #universal_filter, #universal_one_pole_high_pass, #universal_one_pole_low_pass, #universal_two_pole_high_pass, #universal_two_pole_low_pass

Methods included from Mixins::ButterworthFilters

#three_pole_butterworth, #two_pole_butterworth

Methods included from Mixins::HighPassFilters

#high_pass_filter, #hpf2, #two_pole_high_pass_filter

Methods included from Mixins::Functions

#angle, #bars_to_alpha, #deg2rad, #period_to_alpha, #rad2deg

Constructor Details

This class inherits a constructor from Quant::Indicators::Indicator

Instance Method Details

#compute ⇒ Object 



65
66
67
68
69
70
71
72
73
74
75
76
 
# File 'lib/quant/indicators/mesa.rb', line 65

def compute
  alpha = [fast_limit / delta_phase, slow_limit].max

  p0.mama = (alpha * p0.input) + ((1.0 - alpha) * p1.mama)
  p0.fama = (FAMA * alpha * p0.mama) + ((1.0 - (FAMA * alpha)) * p1.fama)
  p0.gama = (GAMA * alpha * p0.mama) + ((1.0 - (GAMA * alpha)) * p1.gama)
  p0.dama = (DAMA * alpha * p0.mama) + ((1.0 - (DAMA * alpha)) * p1.dama)
  p0.lama = (LAMA * alpha * p0.mama) + ((1.0 - (LAMA * alpha)) * p1.lama)
  p0.faga = (FAGA * alpha * p0.fama) + ((1.0 - (FAGA * alpha)) * p1.faga)

  compute_oscillator
end

#compute_oscillator ⇒ Object 



78
79
80
81
82
 
# File 'lib/quant/indicators/mesa.rb', line 78

def compute_oscillator
  p0.osc = p0.mama - p0.fama
  p0.crossed = :up if p0.osc >= 0 && p1.osc < 0
  p0.crossed = :down if p0.osc <= 0 && p1.osc > 0
end

#current_dominant_cycle ⇒ Object 



51
52
53
 
# File 'lib/quant/indicators/mesa.rb', line 51

def current_dominant_cycle
  homodyne_dominant_cycle.points[t0]
end

#delta_phase ⇒ Object 



55
56
57
 
# File 'lib/quant/indicators/mesa.rb', line 55

def delta_phase
  current_dominant_cycle.delta_phase
end

#fast_limit ⇒ Object 



39
40
41
 
# File 'lib/quant/indicators/mesa.rb', line 39

def fast_limit
  @fast_limit ||= bars_to_alpha(micro_period)
end

#homodyne_dominant_cycle ⇒ Object 



47
48
49
 
# File 'lib/quant/indicators/mesa.rb', line 47

def homodyne_dominant_cycle
  series.indicators[source].dominant_cycles.homodyne
end

#slow_limit ⇒ Object 



43
44
45
 
# File 'lib/quant/indicators/mesa.rb', line 43

def slow_limit
  @slow_limit ||= bars_to_alpha(max_period)
end