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Psychology 290 Lab z-tests & t-tests March 5 - 7, 2007 –z-test –One sample t-test –SPSS – Chapter 7
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z-test Used when the population standard deviation ( ) is known. Used to assess whether the sample came from a particular population or not. Critical values derived from the same z- table from when we calculated percentiles Critical value depends simply on significance level and one-tail or two tail design.
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z – test equation
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z-test hypothesis testing Alpha level typically set at 0.05 Use z-table to determine the z value associated with the chosen significance level located “beyond z” For a one-tail test, z crit = + 1.64 For a two-tail test, z crit = + 1.96 To reject the null, z obt must land in the region of rejection (either less than –z crit or greater than + z crit )
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One vs. Two Tail One Tail HypothesisTwo Tail Hypothesis or 1.64 -1.64 -1.961.96
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One Sample t-test Used when the population standard deviation is not known. Use the sample standard deviation to calculate an estimate of and the standard error. Distributions is standardized but does not form a normal curve unless the sample size is 120 or more. Critical values are determined by degrees of freedom and using Student’s t-table.
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t-test equation Degrees of freedom df = n - 1
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t-test hypothesis testing Use degrees of freedom, significance level, and one or two tail design to determine t critical To reject the null hypothesis, | t obtained | must be greater than, or equal to, t critical
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