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Frank Birch

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Posts: 171

Joined: 3/25/2006
Location: UK

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Subject : Moving Averages: An In-Depth Guide
Posted : 9/10/2023 5:49 AM
Post #32290

Hi to all,

Moving Averages: An In-Depth Guide


Within the landscape of technical analysis, myriad tools exist to assist traders in decoding market movements. The Moving Average, with its multifaceted forms and adaptations, emerges as a cornerstone tool. This document demystifies various moving average formulas, meticulously tailored for both long and short positions.

Think Outside the Moving Average Box:
Before diving deep into the formulas, it's pivotal to grasp a nuanced philosophy: not all moving averages are created equal. Depending on market behavior, traders might find one type of moving average more adept for bullish scenarios and another for bearish situations. For instance, in a steadily rising market, the simplicity and smoothness of the Simple Moving Average (SMA) could be more pertinent. Conversely, during more volatile downtrends, the agility of the Exponential Moving Average (EMA) might prove advantageous, given its quick responsiveness to price changes. In essence, be adaptive and understand the unique attributes of each moving average type and its optimal context of application.

Parameter Specifications:
To ensure clarity and consistency, each formula examined will be governed by a structured set of parameters:

MIN: Denotes the minimum value for the period.
MAX: Represents the maximum allowable value.
Increment: Dictates the step-size or interval between sequential values.
Default: Represents the frequently opted or standard setting.


1. Exponential Moving Average (EMA)
Formula: Close > MovingAverageExponential(PeriodLong)

Description:
The EMA emphasizes recent prices, providing a responsive perspective of ongoing price trends.

Implication for Long Formulas:
A close above the EMA suggests an inclination towards an upward price trajectory, reflecting bullish momentum. The reverse is true for short positions: a close below the EMA may signal bearish tendencies.

2. Adaptive EMA with ATR (aEMA)
Formula: Close > EMA(PeriodLong) AND Close < EMA(PeriodLong) + ATR(PeriodATRlong)

Description:
This formula embeds the Average True Range (ATR) – a tool designed to offer insights on potential price retractions within a prevailing trend.

Implication for Long Formulas:
The goal is to pinpoint instances where the price, while remaining above the EMA, does not surpass a volatility-driven ceiling. The counterpart is examined for short positions.

3. Percentage-Based EMA (pEMA)
Formula: Close > EMA(PeriodLong) AND Close < EMA(PeriodLong) * (1 + PercentLong)

Description:
The pEMA method deploys a percentage to outline parameters around the EMA.

Implication for Long Formulas:
The aim here is to validate that the close, apart from overshadowing the EMA, also nests within a pre-fixed percentage boundary, indicating a bullish trend that's not too aggressive. The converse interpretation holds for short positions.

4. EMATR Confirmation
Formula: Close[1] > EMA(PeriodLong) + ATR(PeriodATRlong) AND Close > EMA(PeriodLong) AND Close < EMA(PeriodLong) + ATR(PeriodATRlong)

Description:
This seeks to chronicle price actions over a duo of days, tracking a robust momentum on the initial day, succeeded by a retracement confirmation on the subsequent day.

Implication for Long Formulas:
The essence is to spotlight potent upward price thrusts that are later greeted with moderated pullbacks. The flip side is observed for short formations.

Wrapping up, moving averages offer traders a refined apparatus to discern and navigate market trends. Mastery over these tools and their nuanced applications can amplify the precision of trading decisions manifold. It's paramount to root any formula's application in extensive backtesting and empirical research.

In culmination, I've handpicked and curated this ensemble of my most esteemed moving average formulas. Through this assembly, termed the Momentum Confirmation Suite (MCS), I endeavor to shed light on their profundity and pivotal role in technical analysis. My ardent aspiration is that this exploration not only illuminates the intricacies but also galvanizes you to traverse the market landscapes with heightened clarity and acumen.

Attachment Notice:

Please find attached the Momentum Confirmation Suite (MCS) below for your convenience and further exploration. This suite encompasses the detailed formulas and methodologies as discussed, serving as a handy toolset for your trading endeavors.

Please save this to your OmniTrader Strategies folder.
This is a 1 block strategy for you to copy and paste into any strategy / and when closing the Momentum Confirmation Suite (MCS) strategy always click YES!!!

Regards

Frank Birch
Attached file : Momentum Confirmation Suite (MCS).ots (1300KB - 141 downloads)

Deleting message 32290 : Moving Averages: An In-Depth Guide


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