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Z-score (amaZScore) 5 *
Version 1.3 September 25, 2017

The Z-score or standard score is a numerical measurement of a value’s relationship to the arithemic mean of the data set. The Z-score is the signed number of standard deviations by which the current value of a data point is above the mean value or below the mean value as calculated for the selected lookback period.

For a normally distributed sample 95.8% of the z-scores of all data points fall within the range [-2, +2]. A Z-score of 0 indicates that the data point is identical with the arithmetic mean of the data set.

The Z-score is a normalized oscillator that can be used to identify extreme readings of the input series. The Z-score is calculated by dividing the absolute difference between a data point and the arithmetic mean by the standard deviation.

One of the main applications of the Z-score is that it can be used to normalize any oscillator. For example, the MACD is a non-normalized oscillator which does not pass the c-test introduced by William Eckhardt. However, when the Z-score is used to normalize the MACD, the resulting oscillator uses a normalized scale and will pass the c-test. The normalized MACD is obtained, when the MACD is used as the input series for the Z-score.


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May 9th, 2018
Size: 2.54 KB
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Keywords: normalized oscillator standarddeviation volatility zscore
ZombiePack2 Indicators 5 *
Zombie Pack 2 includes Zombie BarTimer, Zombie Candles, Zombie Plain Candles, Zombie 21 Candles, Zombie EMA, Zombie KeltnerATR, Zombie MACD, Zombie NetPriceChange, Zombie Power Line, Zombie PriceInfo, and Zombie Setup Alerts indicators..
  • - Zombie BarTimer shows the remaining time on the current bar before it closes.
  • - Zombie Candles help visually identify the "buy/sell zone" as well as strong pullbacks
  • - Zombie Plain Candles provide classic candle colors with the ability to change to candle outline and body colors
  • - Zombie 21 Candles help visually identify the "buy/sell zone" as well as micro trends
  • - Zombie EMAs includes 5 different EMA period lines (8, 21, 34, 55, 89) which help identify the "buy/sell zone" plus an EMA stack showing which lines are positive or negative. The 21-period EMA crossing the 89-period EMA is what triggers a "buy/sell zone" change.
  • - Zombie KeltnerATR shows 3 line levels above and below the 21-EMA at a distance of 1 average true range(ATR) each
  • - Zombie MACD can draw attention early to a momentum shift
  • - Zombie NetPriceChange shows the percentage difference from previous session close price
  • - Zombie Power Line identifies the middle of a range and can draw attention early to a structure change
  • - Zombie PriceInfo provides PnL for any open positions and pricing for the current instrument
  • - Zombie Setup Alerts identify Zombie setups with dots and HalfLife setups with diamonds

Zombie2BarTimer v1.028
Zombie2Candles v1.028
Zombie2EMA v1.028
Zombie2KeltnerATR v1.028
Zombie2MACD v1.028
Zombie2NetPriceChange v1.028
Zombie2PlainCandles v1.028
Zombie2PowerLine v1.028
Zombie2PriceInfo v1.028
Zombie2SetupAlerts v1.028

Zombie21Candles v1.028
Zombie21EMA v1.028
Zombie21MACD v1.028


Change Log
06/27/2021 v1.028 - Renamed EnergyStack to MomentumStack and added FontSize property to SetupAlerts
06/25/2021 v1.027 - Added Zombie21MACD
06/23/2021 v1.024 - Updated default colors of Zombie2KeltnerATR
06/22/2021 v1.023 - Renamed Zombie21Candles to Zombie2PlainCandles & Updated Zombie21Candles to leverage micro trend rules
06/21/2021 v1.022 - Updated SetupAlerts to include "SetupWave" & added BarTimer,NetPriceChange,PriceInfo,& 21Candles
05/23/2021 v1.014 - Added KeltnerATR & PowerLine changes
05/13/2021 v1.012 - Improved line color changes
05/12/2021 v1.010 - Added MACD & improved PowerLine
04/22/2021 v1.008 - Improved setup alerts
04/16/2021 v1.007 - Added setup alerts
04/07/2021 v1.004 - Initial release

For further discussion:
https://nexusfi.com/elite-circle/57053-zombiepack2-indicators.html


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April 26th, 2021
Size: 50.78 KB
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ZombiePack3 Indicators 5 *
Zombie Pack 3 includes Zombie BarTimer, Zombie Candles, Zombie EMA, Zombie NetPriceChange, Zombie PowerLine, Zombie PriceInfo, Zombie Setup Alerts, and Zombie SMI indicators.
- Zombie3BarTimer shows the remaining time on the current bar before it closes.
- Zombie3Candles help visually identify the "buy/sell zone" as well as strong pullbacks.
- Zombie3EMA includes 5 different EMA period lines (8, 10, 21, 50, 200) which help identify levels and entries using the speedlines
- Zombie3NetPriceChange shows the percentage difference from previous session close price
- Zombie3PowerLine identifies the middle of a range and can draw attention early to a structure change
- Zombie3PriceInfo provides PnL for any open positions and pricing for the current instrument
- Zombie3SetupAlerts shows dots for "the 50" entry setup and diamonds for the "High/Low" entry setup
- Zombie3SMI can draw attention early to a momentum shift

Zombie3BarTimer v1.004
Zombie3Candles v1.004
Zombie3EMA v1.004
Zombie3NetPriceChange v1.004
Zombie3PowerLine v1.004
Zombie3PriceInfo v1.004
Zombie3SetupAlerts v1.004
Zombie3SMI v1.004


Change Log
07/23/2021 v1.004 - Added new High/Low scenario to Zombie3SetupAlerts
07/22/2021 v1.003 - Added Zombie3SetupAlerts
07/21/2021 v1.002 - Fixed Zombie3Candle condition issue
07/20/2021 v1.001 - Initial release


For further discussion:
ZombiePack Discussion


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Details: ZombiePack3 Indicators
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July 20th, 2021
Size: 29.24 KB
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ZombiePack5 Indicators 5 *
Zombie Pack 5 includes Zombie BarTimer, Zombie Candles, Zombie Plain Candles, Zombie CCI, Zombie DMLine, Zombie EMA, Zombie KeltnerATR, Zombie NetPriceChange, Zombie Power Line, Zombie PriceInfo, Zombie Setup Alerts, Zombie TMA Bands, and Zombie ZigZag indicators. Zombie DMLine, Zombie TMA Bands, and Zombie ZigZag had significant contributions from other authors.
  • - Zombie BarTimer shows the remaining time on the current bar before it closes.
  • - Zombie Candles help visually identify the "buy/sell zone" as well as strong pullbacks
  • - Zombie Plain Candles provide classic candle colors with the ability to change to candle outline and body colors
  • - Zombie CCI helps identify the "buy/sell zone" as well as divergence
  • - Zombie DM Line helps identify support & resistance and can draw attention early to structure change
  • - Zombie EMAs includes 5 different EMA period lines (8, 21, 50, 100, 200) which help identify the major trend and potential levels of support & resistance
  • - Zombie KeltnerATR shows 3 line levels above and below the 21-EMA at a distance of 1 average true range(ATR) each
  • - Zombie NetPriceChange shows the percentage difference from previous session close price
  • - Zombie Power Line identifies the upper and lower levels of a range
  • - Zombie PriceInfo provides PnL for any open positions and pricing for the current instrument
  • - Zombie Setup Alerts identify Spike setups with diamonds and Bump setups with dots plus Zombie setups with dots and HalfLife setups with diamonds
  • - Zombie TMA Bands help with trend identification and overbought vs oversold (my preference over Keltner Bands)
  • - Zombie ZigZag helps identify swing highs & lows

Zombie5BarTimer v1.007
Zombie5Candles v1.007
Zombie5CandlesPlain v1.007
Zombie5CCI v1.007
Zombie5DMLine v1.007
Zombie5EMA v1.007
Zombie5EMAHisto v1.007
Zombie5KeltnerATR v1.007
Zombie5MACD v1.007
Zombie5NetPriceChange v1.007
Zombie5PowerLine v1.007
Zombie5PriceInfo v1.007
Zombie5RSI v1.007
Zombie5SetupAlerts v1.007
Zombie5SpeedLines v1.007
Zombie5TMABands v1.007
Zombie5ZigZag v1.007


Change Log
09/08/2021 v1.007 - Added EMAHisto, MACD, RSI, SpeedLines
08/19/2021 v1.003 - Added TMA bands
08/14/2021 v1.002 - Initial release

For further discussion:
ZombiePack Discussion


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Details: ZombiePack5 Indicators
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August 14th, 2021
Size: 71.59 KB
Downloaded: 445 times
ZombiePack6 Indicators 5 *
Zombie Pack 6 includes Zombie BarTimer, Zombie Candles, Zombie DM LineI/II Zombie EMA, Zombie NetPriceChange, Zombie PowerLine, Zombie PriceInfo, Zombie Setup Alerts, Zombie WaveI/II, and Zombie ZigZag indicators. Zombie DMLine, and Zombie ZigZag had significant contributions from other authors.

- Zombie6BarTimer shows the remaining time on the current bar before it closes.
- Zombie6Candles help visually identify the "buy/sell zone" as well as strong pullbacks.
- Zombie6DMLineI/II helps identify support & resistance and can draw attention early to structure change
- Zombie6EMA includes 5 different EMA period lines (8, 10, 21, 50, 200) which help identify levels and entries using the speedlines
- Zombie6NetPriceChange shows the percentage difference from previous session close price
- Zombie6PowerLine identifies the middle of a range and can draw attention early to a structure change
- Zombie6PriceInfo provides PnL for any open positions and pricing for the current instrument
- Zombie6SetupAlerts shows dots for "the 50" entry setup and diamonds for the "High/Low" entry setup
- Zombie6WaveI/II shows the pullback and rollover areas
- Zombie6ZigZag highlights the market structure


Zombie6BarTimer v1.002
Zombie6Candles v1.002
Zombie6CandlesPlain v1.002
Zombie6DMLineI v1.002
Zombie6DMLineII v1.002
Zombie6EMA v1.002
Zombie6NetPriceChange v1.002
Zombie6PowerLine v1.002
Zombie6PriceInfo v1.002
Zombie6SetupAlerts v1.002
Zombie6WaveI v1.002
Zombie6WaveII v1.002
Zombie6ZigZag v1.002


Change Log
09/22/2021 v1.002 - Fixed reference issue with DM Line indicators
09/17/2021 v1.001 - Initial release


For further discussion:
ZombiePack Discussion


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Details: ZombiePack6 Indicators
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September 22nd, 2021
Size: 66.03 KB
Downloaded: 409 times
ZombiePack7 Indicators 5 *
Zombie Pack 7 includes Zombie BarTimer, Zombie Candles Plain, Zombie Levels, Zombie NetPriceChange, Zombie PowerLine1/2, Zombie PriceInfo, Zombie TMA Bands, Zombie Trail, and Zombie ZigZag indicators. Zombie TMA Bands and Zombie ZigZag had significant contributions from other authors.

- Zombie BarTimer shows the remaining time on the current bar before it closes.
- Zombie Candles Plain provide classic candle colors with the ability to change to candle outline and body colors
- Zombie Levels includes horizontal lines for Pivot Points and Previous H/L/C
- Zombie Net Price Change shows the percentage difference from previous session close price
- Zombie PowerLine 1/2 identifies the middle of a range and can draw attention early to a structure change
- Zombie PriceInfo provides PnL for any open positions and pricing for the current instrument
- Zombie TMA Bands help with trend identification and overbought vs oversold (my preference over Keltner Bands)
- Zombie Wave 1/2 identifies pullback areas often of supply & demand zones
- Zombie Trail helps to identify new micro trends (includes setup alerts and sound file)
- Zombie ZigZag helps identify swing highs & lows

Zombie7BarTimer v1.006
Zombie7CandlesPlain v1.006
Zombie7Levels v1.006
Zombie7NetPriceChange v1.006
Zombie7PowerLine1 v1.006
Zombie7PowerLine2 v1.006
Zombie7PriceInfo v1.006
Zombie7TMABands v1.006
Zombie7Trail v1.006
Zombie7Wave1 v1.006
Zombie7Wave2 v1.006
Zombie7ZigZag v1.006


Change Log
11/17/2021 v1.006 - removed two unused files
11/16/2021 v1.005 - updated TMABand settings
11/14/2021 v1.004 - added Wave1/2
11/09/2021 v1.003 - Initial release
11/09/2021: Removed version no. on request


For further discussion:
ZombiePack Discussion


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Details: ZombiePack7 Indicators
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November 9th, 2021
Size: 55.93 KB
Downloaded: 396 times
ZombiePack9 Indicators 5 *
Zombie Pack 9 includes Zombie AccountInfo, Zombie BarTimer, Zombie BBMACD, Zombie Candles, Zombie Candles Plain, Zombie EMA, Zombie EMA Cloud, Zombie Levels, Zombie NetPriceChange, Zombie PowerBox, Zombie PowerLine, Zombie PriceInfo, Zombie TradeMarkers, Zombie Trail, and Zombie ZigZag indicators. Zombie ZigZag & Zombie Trade Markers had significant contributions from other authors.

- Zombie AccountInfo shows the unrealized PnL, total PnL, and active orders/positions
- Zombie BarTimer shows the remaining time on the current bar before it closes.
- Zombie BBMACD helps identify the medium term trend
- Zombie Candles helps identify the medium term trend
- Zombie Candles Plain provide classic candle colors with the ability to change to candle outline and body colors (optional)
- Zombie EMA identifies the medium term trend
- Zombie EMA Cloud helps identify the medium term trend
- Zombie Levels includes horizontal lines for 100 levels and previous close
- Zombie Net Price Change shows the percentage difference from previous session close price
- Zombie PowerBox identifies the price range and can draw attention early to a structure change
- Zombie PowerLine identifies the medium term trend and pullback location
- Zombie PriceInfo provides PnL for any open positions and pricing for the current instrument
- Zombie Setup Tracker helps identify the amount of energy in the market and in which direction
- Zombie Trade Markers to help with trade review
- Zombie Trail helps to identify new micro trends (includes setup alerts, sound file, and candle colors)
- Zombie Wave 1/2 helps to identify short and long term trends
- Zombie ZigZag helps identify swing highs & lows

Zombie9AccountInfo
Zombie9BarCountDown
Zombie9BarTimer
Zombie9BBMACD
Zombie9Candles
Zombie9CandlesPlain
Zombie9CloudLines
Zombie9EMA
Zombie9EMACloud
Zombie9Levels
Zombie9NetPriceChange
Zombie9PowerBox
Zombie9PowerLine
Zombie9PriceInfo
Zombie9StingRay
Zombie9SetupTracker
Zombie9TradeMarkers
Zombie9Trail
Zombie9Wave1/2
Zombie9ZigZag

ZombiePack 9 v1.074

Change Log
12/14/2023 v1.074 - Added StingRay
09/30/2023 v1.072 - Added ZLines
08/3/2023 v1.070 - Added KLines
05/26/2023 v1.064 - Added bar count down
05/24/2023 v1.061 - Fixed issue with position average price
05/23/2023 v1.060 - Updated Keltner Channel
05/22/2023 v1.059 - Fixed issue with position average price
05/06/2023 v1.053 - Improved plots in two indicators
05/05/2023 v1.052 - Improved stability
03/27/2023 v1.040 - Improved performance
02/23/2023 v1.034 - Added Stacked and Boosted setups to Zombie9Candles
01/30/2023 v1.029 - Added support for zombie setups and creepers in the Zombie9Candles
01/19/2023 v1.028 - Added background color control to BBMACD & EMA
01/08/2023 v1.027 - Added TradeMarkers to support trade review (rfk)
10/30/2022 v1.025 - Added SetupTracker to support Creeper setups
10/20/2022 v1.022 - Optimization and bug fixes
10/14/2022 v1.021 - Changed several default settings
10/11/2022 v1.020 - Added AccountInfo indicator
09/27/2022 v1.018 - Changed several default colors and reduced default lines
09/15/2022 v1.016 - Updates to Zombie9Candles
08/26/2022 v1.015 - Changed several default values & added Zombie9Candles
05/23/2022 v1.010 - Added Zombie9BBMACD and changed several default values
04/11/2022 v1.009 - Added ZombieTracker and changed several default values
03/11/2022 v1.008 - Added Wave1 & Wave2 with color slope
02/22/2022 v1.005 - Fixed trail sound playing on alerts
02/20/2022 v1.004 - Changed several defaults and improved the EMA
02/04/2022 v1.003 - Changed several defaults and added PowerLine, Stochastic, MACD
01/25/2022 v1.001 - Initial release


For further discussion:



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Details: ZombiePack9 Indicators
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October 12th, 2023
Size: 190.63 KB
Downloaded: 2019 times
Zscore Indicator 5 *
Updated 16th February 2015 : Zscore_v3
1. Added code to prevent 'out of valid range error' (picked up by Harry - thank you).
2. Changed condition for permission bar coloring.
3. Enabled option to show 1st Std Dev line.
4. Minor visual enhancements and tidied up the code.


For use in sideways or range bound markets.
You can save a few bob if you don't want to pay for a custom profile tool.
The z-score is used to compute the probability of occurrence of a value in a particular normally distributed range OR shows how many Standard deviations away from the mean is a value. If a value is 2 std dev from the mean and you have a nearly normal distribution then 95% of values within that distribution lie above/below your current value in other words there is a good probability that price will revert to the mean and this could be good place to look for a trade back to it or beyond it.
I have shown the volume profile for reference but you can see that this range is normally distributed.
The z-score indy is set to the range of your distribution in ticks. The yellow areas are turning points 2 std dev from the mean and offer the highest probability trades with the lowest risk but the red area turns out not to be worth trading and the z-score helps you stay away from the ambiguity this price action depicted in real time. (HL followed by a LH and then another HL).

v2.0 for NT7
v3.0 for NT7 (current)


Many have asked me for the custom Market Profile tool - you may find it here:

http://fin-alg.com/products/tpochart-rangeselect2.html

Good luck with your trading.


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July 31st, 2014
Size: 6.94 KB
Downloaded: 2235 times
 

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