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| | 123ash.wordpress.com
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| | By CDF, I mean Cumulative distribution function and by PDF, I mean probability density function. These are related to each other and are very important in understanding statistics and probability. I came across these terms while I was plotting a histogram of temperatures in Houston and Chicago. Normally, when we have some data, we can...
| | aakinshin.net
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| | In [[carling-outlier-detector]], I evaluated the probability of outlier detection for samples from the Normal distribution across different outlier detectors. I performed numerical simulations for small sample sizes, then confidently extrapolated the result...
| | djalil.chafai.net
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| | Convergence in law to a constant. Let \( {{(X_n)}_{n\geq1}} \) be a sequence of random variables defined on a common probability space \( {(\Omega,\mathcal{A},\mathbb{P})} \), and taking their values in a metric space \( {(E,d)} \) equipped with its Borel sigma-field. It is well known that if \( {{(X_n)}_{n\geq1}} \) converges in law as \( {n\rightarrow\infty} \) to some Dirac...
| | statsandr.com
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| This article explains in details what is the normal or Gaussian distribution, its importance in statistics and how to test if your data is normally distributed