Sampling variation, Bias And Confounding Flashcards
What is the purpose of statistics?
To generalise/ infer about the population
TRUE OR FALSE: A sample shouldn’t be as representative as possible of the population.
False: duh man wake up
What is a sampling distribution?
The distribution of a static across an infinite number of samples.
Can the means of samples vary within sampling distributions?
Yes these are called the sample averages.
What distribution does the means of the samples approximate to?
Normal distribution
What is another term for the most common range of values?
Confidence intervals
Name the different bias’ and their subtypes.
Selection bias (Healthy worker effect, allocation bias) Information bias (recall bias, publication bias)
What is a confounding variable?
Something which is related to both the exposure and outcome, however is not the causal pathway.