In what ways may a sample collected be unrepresentative? (2)
* sampling bias - unrepresentative due to the selection process * chance - unrepresentative due to chance
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how do we get rid of sampling bias?
random sampling
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how to carry random sampling?
1)divide the study area into a grid of numbers lins
2)using random numbers from a table or gerneated by a computer (obtain a sereis of coordinates)
3)take samples at the intersection of each pair of coordinates
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How do we minimize the effect of chance from the sampling process?
* using a large sample size -
lessens the influence of anomalies
* analysis of the data collected
\- statistical tests to determine how much of the results was influenced by chance
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10\.5 - Quantitative investigations of variation within a species involve:
* collecting data from random samples * calculating a mean value of the collected data * calculating standard deviation of that mean interpreting mean values + their standard deviations
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What is required for studying variation?
The population must be sampled
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How is a sample ensured not to be biased?
The sample should be random
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Why is the standard deviation of a sample useful?
* Standard deviation gives an indication of variation * A large standard deviation means large variation * A small standard deviation means small variation
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How can standard deviation be seen visually?
* Using error bars . * The longer the error bar, the higher that standard deviation and the greater the variation