The secular trend is
the long term development :
- Secular trendsenable us to take a gander at past examples or
patterns and utilize these to make some forecast about the
future.
- It is conceivable to isolate he effect of secular trends from
the time arrangement and makes studies of the other components
easier.
Seasonal:
- The seasonal variation of a time series is a pattern of change
that recurs regularly every overtime.
- Seasonal pattern regularly are one year long;
i.e.,the pattern starts repeating itself at a settled time each
year .
- While variations may repeat each year, the idea of regular
variety likewise stretches out to those examples that happen month
to month, week by week, every day or even hourly .
Cyclical:
- Cyclical variations have repeating patterns, yet have a more
drawn out and more unpredictable time scale .
- Examples of reasons for repeating variety are:
1) natural disasters,such as floods, earthquakes,cyclones and
droughts.
2) wars
3) changes in interest rates.
4) real/major increments or decrements in the population.
5) the opening of new shopping complex .
6) the building of another airport.
- Cycles can be far a way from ordinary and it is typically
difficult to predict just how long these periods of expansion and
contraction will be.
Irregular:
- Irregular variation in a period arrangement happens over
varying (generally short periods )
- It follows no regular pattern and is by nature
unpredictable.
- Examples of occasions that may cause sporadic variety are:
1)the death (or vanishing) of a country’s leader.
2) here and now varietions in the climate, for example,
unseasonably warm winters (which may affect sales of specific
products).
3) sudden changes in interest rates.
4)the collapse of large (or even small)
organizations/companies.
- In general, if the variation in a period arrangement can't be
represented by secular trend, or by seasonal or cyclical variation,
it is typically credited to irregular variation.