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 Hypothesis is a predict statement capable of being tested by scientific
methods that relates an independent variables to some dependent variable
 A hypothesis states what we are looking for and it is a proportion which
can be put to a test to determine its validity
1. Making an assumption ,called hypothesis ,about a population parameters.
2. Collecting a sample data
3. Calculating a sample statistic
4. Using the sample statistic to evaluate the hypothesis
 The T-test compares the actual difference between two means in relation to
the variation in the data (expressed as the standard deviation of the difference
between the means).
 The basic principle is to test the null hypothesis that the means of the two
groups are equal

o A normal distribution (parametric data)
o Underlying variances are equal
It is used when there is random assignment and only two sets of
measurement to compare.
There are 3 type of T-test
Used to compare a sample mean with a known population mean or
some other meaningful , fixed value
 Independent samples t-test is applied when we have two independent samples want to
make a comparison between two groups of individuals. The parameters are unknown.
 In order to evaluate the mean difference between two population and compare the
sample means on a given variable
 Used to compare two means that are repeated measures for the same participant
scores might be repeated across different measures or across time
 Used also to compare paired samples as in a two treatment randomized block
design
Hypothesis testing

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Hypothesis testing

  • 1.
  • 2.  Hypothesis is a predict statement capable of being tested by scientific methods that relates an independent variables to some dependent variable  A hypothesis states what we are looking for and it is a proportion which can be put to a test to determine its validity
  • 3. 1. Making an assumption ,called hypothesis ,about a population parameters. 2. Collecting a sample data 3. Calculating a sample statistic 4. Using the sample statistic to evaluate the hypothesis
  • 4.
  • 5.
  • 6.  The T-test compares the actual difference between two means in relation to the variation in the data (expressed as the standard deviation of the difference between the means).  The basic principle is to test the null hypothesis that the means of the two groups are equal
  • 7.  o A normal distribution (parametric data) o Underlying variances are equal It is used when there is random assignment and only two sets of measurement to compare.
  • 8. There are 3 type of T-test Used to compare a sample mean with a known population mean or some other meaningful , fixed value  Independent samples t-test is applied when we have two independent samples want to make a comparison between two groups of individuals. The parameters are unknown.  In order to evaluate the mean difference between two population and compare the sample means on a given variable
  • 9.  Used to compare two means that are repeated measures for the same participant scores might be repeated across different measures or across time  Used also to compare paired samples as in a two treatment randomized block design