Math statistical tests Flashcards

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1
Q

What are ways of calculating the average?

A

Mean, median and mode

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2
Q

What is the mean?

A

The average of all numbers

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3
Q

How do you calculate the mean?

A

Add up all numbers and divide by total number of numbers

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4
Q

What is the median?

A

The middle value of a list of numbers

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5
Q

How do you calculate the median?

A

List all the numbers in numerical order from smallest to largest

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6
Q

What is the mode?

A

The value that occurs the most often

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7
Q

What is standard deviation?

A

A measure of how spread out the data is and how this relates to the mean

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8
Q

What percentage of data is within 1 standard deviation?

A

68%

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9
Q

What percentage of data is within 2 standard deviations of the mean?

A

95%

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10
Q

What percentage of data is within 3 standard deviations from the mean?

A

99.7%

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11
Q

What are the steps of statistical testing?

A
  1. Decide which statistical test to use on the data
  2. Set up a null hypothesis
  3. Calculate a value using the formula for the statistical test
  4. Choose the probability value to use
  5. Compare the calculated value with values on a published value
  6. Either accept or reject the null hypothesis
  7. State whether results are significantly different and at what probability
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12
Q

What do all statistical tests start with?

A

A null hypothesis

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13
Q

What are the 2 types of statistical tests?

A

Student t-test and spearman’s rank correlation

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14
Q

What are the types of student t-test?

A

Paired or unpaired

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15
Q

Where does data for a paired t-test come from?

A

A measurement from a particular group, and then this is repeated on the same group after the factor has changed

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16
Q

What does a paired t-test compare?

A

The mean of 2 sets of data to see if there has been a significant change

17
Q

Where does data for an unpaired t-test come from?

A

Two different groups at the same time in different places

18
Q

What does an unpaired t-test compare?

A

The mean values for 2 sets of data to seee if there is a significant difference between the 2 groups

19
Q

What does data need to be for a t-test?

A

Normally distributed and sufficient to give a reliable mean

20
Q

When do you accept the null hypothesis in a t-test?

A

If it is less than the table value