Associated Topics || Dr. Math Home || Search Dr. Math

### One Tailed, Two Tailed t-Tests

```
Date: 09/11/98 at 22:12:44
From: Cindy Newman
Subject: t test - one tail vs. two tail

What is the difference between a one-tailed and two-tailed t test? Our
teacher has shown us how to do the t-test but can't explain why the two
tests are different or when to use which one. Can you help?
```

```
Date: 09/12/98 at 07:54:17
From: Doctor Anthony
Subject: Re: t test - one tail vs. two tail

The tables for a t-test always give two-tailed values, so a 5% test is
actually 2.5% in each tail. If you want a 5% one-tailed test you
should look up the t value corresponding to a 10% test.

How do you decide whether to do a one-tailed or two-tailed test? The
answer is to look at the alternative hypothesis. I will use the
convention that H0 represents the null-hypothesis and H1 represents
the alternative hypothesis.

Suppose the question is worded as follows: Test if the single sample
value 15.4 is taken from a normal population with mean 15.0 and known
variance 0.09.

Here H0 is that it comes from a population of mean 15.0 and H1 is that
it comes from a population of mean different from 15.0. There is no
mention that it comes from a population of mean higher or lower
than 15.0 - just different from 15.0  and so we do a two-tailed test.

Suppose instead that the question states: Test if a sample taken from
a production line of light bulbs after a new process has been
introduced shows an improvement in the life of the product.

Here we are concerned with an increase in life so:

H0 is that life of bulbs is unchanged.
H1 is that mean life is greater than before.

We do a one-tailed test.

So we need to look at the alternative hypothesis to decide if a
one-tailed or two-tailed test is required.

- Doctor Anthony, The Math Forum
Check out our web site! http://mathforum.org/dr.math/
```
Associated Topics:
High School Statistics

Search the Dr. Math Library:

 Find items containing (put spaces between keywords):   Click only once for faster results: [ Choose "whole words" when searching for a word like age.] all keywords, in any order at least one, that exact phrase parts of words whole words

Submit your own question to Dr. Math
Math Forum Home || Math Library || Quick Reference || Math Forum Search