The need for prediction is reversely proportional to the amount of information one has.
Imagine 4 individuals in the middle of a dark night.
1. Old one. That one observed sun rises for 4 billion years
2. New born. Has not seen a sunrise yet.
3. 1 day old. Seen one sunrise
4. An alien on...
This is a chart of the close price for EURUSD 10/17/1994 till 7/3/2001
The Deutsche Mark is used as a proxy for the years before 1999
How much would you believe this trend to make a prediction for
7/4/2001?????
If you offset the line up you can make it a trend line or a channel if...
The problem with TA is that
Y(t) = a + bt
Is not appropriate for most financial time series.
x(t) and x(t+1) are quite correlated.
A simple acf() from R will show you that.
QQ plot and a histogram on the residuals from the lime model will show a substantial trend pattern.