XLSTAT - One sample t and z tests

Principle of the one-sample t- and z-tests

This tool is used to compare the average of a sample represented by µ with a reference value.

When to use the Student's t-test or the z-test

Two parametric tests are possible but they should be used on certain conditions:

The Student's t-test

Use the Student's t-test when the true variance of the population from which the sample has been extracted is not known; the variance of sample s² is used as variance estimator.

The z-test

Use the z-test when the true variance σ² of the population is known.

The Student's t-test and the z-test are parametric tests

Both the Student's t-test and the z-test are said to be parametric as their use requires the assumption that the samples are distributed normally. Moreover, it also assumed that the observations are independent and identically distributed.

Two-tailed or one-tailed test

Three types of test are possible depending on the alternative hypothesis chosen:

  • For the two-tailed test, the null H0 and alternative Ha hypotheses are as follows:
    H0 : µ = µ0
    Ha : µ ≠ µ0
  • In the left one-tailed test, the following hypotheses are used:
    H0 : µ = µ0
    Ha : µ < µ0
  • In the right one-tailed test, the following hypotheses are used:
    H0 : µ = µ0
    Ha : µ > µ0

XLSTAT

This analysis is available in the XLStat-Base addin for Microsoft Excel

About KCS

Kovach Computing Services (KCS) was founded in 1993 by Dr. Warren Kovach. The company specializes in the development and marketing of inexpensive and easy-to-use statistical software for scientists, as well as in data analysis consulting.

Mailing list Join our mailing list

Home | Order | MVSP | Oriana | XLStat
QDA Miner | Accent Composer | Stats Books
Stats Links | Anglesey

Share: FacebookFacebook TwitterTwitter RedditReddit
Del.icio.usDel.icio.us Stumble UponStumble Upon

 

Like us on Facebook

Get in Touch

  • Email:
    sales@kovcomp.com
  • Address:
    85 Nant y Felin
    Pentraeth, Isle of Anglesey
    LL75 8UY
    United Kingdom
  • Phone:
    (UK): 01248-450414
    (Intl.): +44-1248-450414