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Statistics in Biology: Mean & Standard Deviation
Essential Question: How are statistics used to interpret data and determine the accuracy of experimental results?
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Statistics The science of collection, presentation, analysis, and interpretation of data Statistical analysis allows us to poll a small sample of the larger population and make inferences of what is occurring in that population
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Most data is represented in bar graphs known as histograms
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Both histograms to the left form a “bell curve”
The bell curve is called a normal distribution. Typical data will show a normal distribution
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Both histograms have the same mean (average) of five but they differ in their variation or range of values. Histogram 1 has a range of 8 units and Histogram 2 has a range of 4 units. There is more variation in histogram 1.
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Measures of Variability in Data
Two ways to describe variation in data is range & standard deviation Standard deviation is a measure of how far data points deviate (vary) from the mean Which histogram has the higher standard deviation??
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Calculating Standard Deviation
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Video on Calculating Standard Deviation
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Calculating Standard Deviation
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Calculate the Standard Deviation from the Video Data Set
Sample Data Set: 0, 2, 4, 5, 7 Mean = 3.6; Standard deviation = 2.7
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Practice Calculating Standard Deviation
Have the students determine the standard deviation for this example.
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Practice Calculating Standard Deviation
Have the students determine the standard deviation for this example.
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Understanding Two Different Standard Deviations
The standard deviations for the two histograms are different. s=2.053 for histogram #1 s=1.046 for histogram #2 This makes sense because histogram #1 has more deviation or variation from the mean of 5.
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Interesting Facts About Standard Deviations and Normal Distributions
In a normal distribution, 68% of the data points will fall within plus or minus 1 standard deviation. The percentage of individuals falling within plus or minus 2 standard deviations is 95%. 3 standard deviations is 99%. This is often called the % rule.
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Describing Variation Using Standard Deviation
68% of all data fall within ± 1 standard deviation of the mean 95% of all data fall within ± 2 standard deviations of the mean 98% of all data fall within ± 3 standard deviations of the mean
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Standard Deviation
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In histogram 1- 68% of all the data points fall between 2. 947 and 7
In histogram 1- 68% of all the data points fall between and % of all the data points fall between and In histogram 2- 68% of all the data points fall between and % of all the data points fall between and 2.908
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Figure it out with a Partner!!
A student was measuring the height of mung beans. The height of 200 plants was measured. The mean height of the mung beans was 4 cm and the standard deviation was .5 cm. 1) What percentage of the plants had a height of 4 and 4.5 cm? 2) What percentage of the plants had a height between 3 and 4 cm?
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Figure it out with a Partner!!
A student is germinating lettuce seeds in a petri dish and after three days, 95% of them are between 1.1 cm and 1.7 cm long. Assuming that the data is normally distributed determine the mean and the standard deviation.
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Figure it out with a Partner!!
A student is measuring the mass of pill bugs and finds that 99.7% falls between .034 g and 0.18 g. Assuming that the data is normally distributed, determine the mean and standard deviation.
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Standard Deviation…what the numbers mean
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Determine the standard deviation, s, for the bean lab.
Practice Calculating Standard Deviation Using YOUR data Determine the standard deviation, s, for the bean lab.
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