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Inferential statistics summary

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This document contains the most important topics discusses during the lectures and workgroups. It is very useful to make a cheat sheet from this document.

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Week 1
Population distribution = includes the whole population
Sample distribution = a sample from the population
Sampling distributions = many samples together

Sample Population Description
statistic parameter
x̅ μ or μx mean
M or Med - median
s or Sx σ or σx standard deviation for variance, apply
a squared symbol (s² or σ²).
r ρ “rho”rho” coefficient of linear correlation




Week 2
Random variables: continuous (infinite number of values) & discrete (finite number of
values)
Law of large numbers: the larger the sample, the more probable x̅ approximates μ.

- Variance = weighted sum of squared deviations from mean

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