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About Blog Projects Talks Podcasts Tags Other work

Tag: Data Simulations

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5 posts with this tag

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Two-group hypothesis testing: permutation tests

In the last blog post I described how you could test whether the difference between two groups was statistically significant using an independent-samples t-test. (I will rely heavily on that blog post in this one, so I encourage you to at least skim …

Posted on October 7, 2015 • 6 minutes read Read on
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Two-group hypothesis testing: independent samples t-tests

In some of my previous posts, I asked you to imagine that we work for a retail website that sells children's toys. In the past, they've asked us to estimate the mean number of page views per day (see here and here for my posts discussing this …

Posted on September 30, 2015 • 9 minutes read Read on
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Representative sampling

Unless we are lucky enough to have access to an entire population and the capacity to analyse all of that data, we have to make do with samples from our population to make statistical inferences. Choosing a sample that is a good representation of …

Posted on September 15, 2015 • 6 minutes read Read on
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A gentle introduction to bootstrapping

In the previous post, I explained the general principles behind the standard error of the mean (or SEM). The idea underlying the SEM is that if you take repeated samples from the population of interest and take the standard deviation of the means of …

Posted on September 8, 2015 • 6 minutes read Read on
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A gentle introduction to the standard error of the mean

Imagine if you were working for a company that wanted to know the mean number of page views their website received per day. How do you measure this? Well, the most logical thing to do is to pick a sample of days, record the number of page views, and …

Posted on September 1, 2015 • 7 minutes read Read on
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