# Rata

Most traders will agree that technical indicators are at the heart of any trading strategy. Traders use them lớn analyze past price trends & patterns, as well as forecast future market movements in order khổng lồ make informed trades. While there are many different kinds of indicators available khổng lồ traders today, the weighted moving average (WMA) remains one of the most popular. That’s thanks khổng lồ its straightforward formula & its ability khổng lồ measure market momentum. In this article, we’ll discuss what the weighted moving average is. We’ll also explain how to lớn calculate it & take a look at some detailed examples.

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**Table of Contents**Hide

1. What is the Weighted Moving Average?

2. How to Calculate the Weighted Moving Average

3. How The Weighted Moving Average Works

4. Conclusion

**M = Average value**

**V = Actual valueW = Weighting factorn = Number of periods in the weighting group****Source: help.sap.com**

**A bit confusing? Let’s use it in a few examples to give you a clearer picture of how khổng lồ use this formula to calculate the weighted moving average.**

**Example 1**

**Example 1**

**Suppose the closing prices of XYZ stock for the past 3 days have been $50, $45, & $60. Calculate the weighted moving average.**

**Step 1 – Identify the numbers to average**

**So here we have sầu the three numbers provided — $50, $45, & $60, which were recorded over a three-day period.**

**Step 2 – Assign the weights to each number**

**Since there are 3 periods, the most recent day ($60) gets the largest weight of 3, the second recent day ($45) receives a weight of 2, và the last day ($50) receives a weight of just 1. Of course, this is only a simplistic representation. We’ll cover a more detailed weight assignment in the next example.**

**Step 3 – Multiply each price by the assigned weighting factor and sum them**

**Using the WMA formula, the calculation will go as follows: <(3 x $60) + (2 x $45) + (1 x $50)> = 320.**

**Step 4 – Divide the resulting value by the sum of the periods to lớn the WMA**

**The sum of the periods is 1+2+3 = 6. So we have (180 + 90 + 50) / 6 = 53.33 as a three-period weighted average. The WMA value of 53.33 compares to the SMA calculation of 51.67. The division by 6 in this step is what brought the weightings sum to 6 / 6 = 1.**

**Let’s look at another example with a proper look at the weighted factor. Remember, they should add up lớn 100% or 1.**

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**Example 2**

**Example 2**

**Assume that we want to lớn calculate the weighted moving average of five sầu stock prices over a 7-day period. The prices are $50.25, $56.39, $58.91, $61.52, $59.32, 55.43, and 54.65, with the last price being the most recent. Now we have sầu the numbers that we want khổng lồ average so the next step is khổng lồ assign the weighting khổng lồ each number based on how recent they are and the given period.**

Day | Closing Price | Weighting Factor |

1 | $50.25 | 1/28 |

2 | $56.39 | 2/28 |

3 | $58.91 | 3/28 |

4 | $61.52 | 4/28 |

5 | $59.32 | 5/28 |

6 | $55.43 | 6/28 |

7 | $54.65 | 7/28 |

**Next, we multiply each of the five sầu closing prices by their corresponding weighting factor to lớn find the weighted average.**

Day | Closing Price | Weighting Factor | Weighted Average |

1 | $50.25 | 1/28 | $1.79 |

2 | $56.39 | 2/28 | $4.03 |

3 | $58.91 | 3/28 | $6.31 |

4 | $61.52 | 4/28 | $8.79 |

5 | $59.32 | 5/28 | $10.59 |

6 | $55.43 | 6/28 | $11.88 |

7 | $54.65 | 7/28 | $13.66 |

SUM | – | 1 | $57.05 |

**Then you add up all of the weighted average individual values to arrive sầu at the WMA. The WMA for the five sầu stock prices over the 7-day period is $57.05.**

**How The Weighted Moving Average Works**

**Now that you know how khổng lồ calculate the weighted moving average of a given set of values, let’s look at how you can use this indicator for your trades:**

**To help determine trover direction**– When the price is above sầu its weighted MA line, it’s usually a signal that on average, the asmix is trading higher than it has over the period being analyzed. This in turn confirms an uptrkết thúc. Alternatively, when the price is below the WMA line, then it confirms a downtrover.**To indicate tư vấn và resistance areas**– A rising weighted MA can indicate tư vấn for price action. While a falling WMA can indicate resistance khổng lồ price action over a given period. Traders tkết thúc lớn use this as a strategy to place buy orders when the price is near the rising WMA or place sell orders when the price is near the falling weighted MA.**To validate price strength and market momentum**– Price action above sầu its moving average shows that the market is getting stronger relative sầu to lớn where it was in the past since the most recent prices now sit higher than the average. On the flip side, price action below its moving average shows that the market is getting weaker relative sầu to where it was in the past.**To measure price movement**– The weighted moving average is generally more sensitive sầu to price movement making it a better measure as well as identifying trends sooner than the SMA. However, this can be a double-edged sword as the WMA is likely to lớn experience more volatility than its corresponding SMA.## Conclusion

Knowing how to lớn use the weighted moving average in conjunction with other technical indicators is an important skill to lớn have sầu as a trader. That being said, one type of moving average isn’t necessarily better than others as they simply have different calculation methods for average prices. As such, your trading strategy will ultimately determine what type of MA works best. Additionally, consider adjusting your settings slightly for each market; you may find that a 50-period WMA may provide great signals on one stoông chồng, but may not work so well on another. Like any other tool, the key is khổng lồ know how lớn use và interpret the WMA to lớn give you the best possible outcomes on your trades.