What test should you use?


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~Note: Usually, in elementary statistics, we are mostly concerned with conjectures involving population means & population proportions. I will focus my discussion on these. There are other tests which examine data sets relative to "goodness of fit", "independence", "significant correlations", & so on. Some are described on this website under "Topics of Interest".
(See Chi-square & Correlation & Regression)


~Use a T-test (t-curves) for testing hypotheses involving MEANS where the population standard deviation is UNKNOWN. The following lists the steps involved on your TI-83:

(1) STAT   
(2) TESTS   
(3) menu 2, Enter  
(4) enter DATA or STATS
(5) enter Null Hypothesis Mean (m0)
(6) enter Sample Mean (X bar)
(7) enter Sample standard deviation (Sx)
(8) enter Sample size n
(9) Choose Alternate Hypothesis
(10) Calculate
(11) Enter

Displays shows:  The alternate hypothesis, Test Statistic (t value), P-value, sample mean, sample standard deviation, & sample size. Reject the Null hypothesis if the P-value is less than the significance level (a).

~Use a Z-Test (the Standard Normal Curve) for testing Hypotheses involving MEANS where the population standard deviation is KNOWN.
The following lists the steps involved on your TI-83.

(1) STAT
(2) TESTS
(3) menu 1, Enter
(4) enter DATA or STATS
(5) enter Null Hypothesis Mean (m0)
(6) enter Population standard deviation (s)
(7) enter Sample Mean (X bar)
(8) enter Sample size n
(9) Choose Alternate Hypothesis
(10) Calculate
(11) Enter

Displays shows:  The alternate hypothesis, Test Statistic (z value), P-value, sample mean, & sample size. Reject the Null Hypothesis if the P-value is less than the significance level (a).

~Use the 1-PropZTest (the Standard Normal Curve) for testing hypotheses involving PROPORTIONS. The following lists the steps involved on your TI-83.

(1) STAT   
(2) TESTS   
(3) menu 5, Enter  
(4) enter Null Hypothesis
(5) enter x number in sample (must be an integer)
(6) enter Sample size n
(7) Choose Alternate Hypothesis
(8) Calculate
(9) Enter

Displays shows:  The alternate hypothesis, Test Statistic (z value), P-value, sample proportion (p cap), & sample size. Reject the Null Hypothesis if the P-value is less than the significance level (a).

~Note:  Choose the appropriate alternate hypothesis for a right-tailed, left-tailed, or a two-tailed test.

(see Choosing the Alternate Hypothesis ).