A Level Maths Notes: S1 – Negative z Values and Points of Confusion
The z transform for the normal distribution is written
The
normal distribution tables are used as below:
a)Find a value of
using
a given value of
using
the above formula, then going to the normal distribution tables to
look up a probability using this calculated value of
or
b)Given a value for a probability,
such
that
look
up a value of
in
the normal distribution tables corresponding to this given value,
The
corresponding value of
may then be worked out using the equation for
given
above.
Because of the way normal tables are usually presented there is often a lot of confusion over how to:
1.Find the probability corresponding to a negative value of![]()
2.Find![]()
3.Find values of
such
that
or![]()
4.Deal with a probability less than 0.5.
I will assume throughout here that we have a continuous normal
distribution. This means we can treat
and
in
the same way and
and
in
the same way.
If you have to find a probability corresponding to a negative
value of
Ignoring
the negative, go to the tables to find the probability p
corresponding to that positive value of
Having done this, find![]()
If you have to find
use
the formula
Since
we are assuming here that we have a continuous distribution,![]()
Sometimes you have both instance above simultaneously. So have
to find
and
the value of
corresponding
to this value of
is
negative. Be methodical: Use
Work out
using
the equation above. Ignore the minus sign and find the
probability
from
the tables. Find
to
find
and
take this answer from 1 to give
It
is best to be methodical like this in order to get used to the rules.
To find
such
that
use
then
use the tables to find
and
then use the
transform
to find![]()
If a probability
is
less than 0.5, find
and
use the
value
corresponding to this.