## What do you mean seasonal variation?

Definition 1. Seasonal variation is variation in a time series within one year that is repeated more or less regularly. Seasonal variation may be caused by the temperature, rainfall, public holidays, cycles of seasons or holidays.

### What do you mean by seasonal variation give an example?

A situation in which a company has better sales in certain times of the year than in other times. For example, a swimwear company likely has better sales in the summer, and toy companies likely perform better in the period preceding Christmas.

**What is the average seasonal variation?**

Average seasonal variation The average seasonal variations can be used with the extrapolated trend to produce a more accurate forecast. Where there is negative result the actual forecast sales can be established by taking the sales variation away from the trend sales figures.

**What is seasonal variation in economics?**

Seasonal Variation. It is a variable element in the time-series analysis of forecasting, and refers to the phenomenon where the production and plan of product change on a certain seasonal trend depending to the characteristics of the product.

## What is seasonal variation in agriculture?

Seasonality is defined as the cyclical change of food availability and agricultural labor induced by climatic changes in rural areas of the least developed countries (LDC).

### What is difference between seasonal variation and cyclical fluctuation briefly explain?

Many people confuse cyclic behaviour with seasonal behaviour, but they are really quite different. If the fluctuations are not of fixed period then they are cyclic; if the period is unchanging and associated with some aspect of the calendar, then the pattern is seasonal.

**What causes seasonal variation in climate?**

Seasonal variation in solar input occurs because the Earth is tilted on its axis by 23.5˚ (Figure 2). As Earth orbits the sun, its orientation to the sun changes.

**How do you calculate WMA?**

Follow the following steps when calculating weighted moving average:

- Identify the numbers you want to average.
- Determine the weights of each number.
- Multiply each number by the weighting factor.
- Add up resulting values to get the weighted average.
- WMA = $89.34.

## How is seasonal mean calculated?

- Pick time period (number of years)
- Pick season period (month, quarter)
- Calculate average price for season.
- Calculate average price over time.
- Divide season average by over time average price x 100.

### Why does seasonal variation occur?

Hie revolution of our planet around the Sun and the tilt of its axis cause annual variations in the intensity and duration of temperature, resulting in distinct seasons. These variations together with annual variation in precipitation account for the formation of major biomes such as desert, rain forest and tundra.

**What is diurnal and seasonal variation?**

The large differences in the values of the diurnal and seasonal variation of the measured incoming solar radiation between the dry and wet seasons are attributed to the attenuation of the flux by aerosol particles in the dry season and increased cloudiness and humidity in the wet season.

**What means seasonality?**

What Is Seasonality? Seasonality is a characteristic of a time series in which the data experiences regular and predictable changes that recur every calendar year. Any predictable fluctuation or pattern that recurs or repeats over a one-year period is said to be seasonal.

## What do you mean by cyclical variation?

Cyclical variations: Cyclical variations are due to the ups and downs recurring after a period from time to time. These are due to the business cycle and every organization has to phase all the four phases of a business cycle some time or the other.

### What affects seasonal variation of temperature?

The four natural factors which cause temperature fluctuation are latitude, altitude, distance from the sea, and ocean currents.

**What is difference between SMA and EMA?**

Exponential Moving Average (EMA) is similar to Simple Moving Average (SMA), measuring trend direction over a period of time. However, whereas SMA simply calculates an average of price data, EMA applies more weight to data that is more current.

**How do you calculate seasonal variation?**

Seasonal Variation = Actual Data or Forecast Data – Trend

- Using the November three point moving average (trend) as a starting point.
- Add 90 for every additional month required.
- Add or subtract the relevant seasonal variation, taking into account the repetitive nature of the seasonal variations.

## What are the method of measuring seasonal variations?

The measurement of seasonal variation by using the ratio-to-moving-average method provides an index to measure the degree of the seasonal variation in a time series. The index is based on a mean of 100, with the degree of seasonality measured by variations away from the base.