Biology 2244A/B Chapter Notes - Chapter 13: Categorical Variable, Statistical Inference, Central Limit Theorem

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In practice, the value is not known, because we cannot examine the entire population. Statistic: a number that can be computed from the sample data without making use of any unknown parameters. In practice, we use statistic to estimate an unknown parameter. P: population proportion of individuals of a given type. Sample proportion of individuals of a given type. Statistical inference: provides methods for drawing conclusions about a population from sample data. Sampling distribution: of a statistic is the distribution of values taken by the statistic in all possible samples of the same size from the population statistic in all possible samples of the same size from the population. Sampling distribution is ideal pattern that would emerge if we looked at all possible samples of fixed size from population. Sampling distribution: of sample means is centered at the mean of original population. True for any population that is much larger than sample.

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