Questions tagged [sampling-theory]

For questions related to sampling theory. Sampling theory is the field of statistics that is involved with the collection, analysis and interpretation of data gathered from random samples of a population under study.

Sampling theory is the field of statistics that is involved with the collection, analysis and interpretation of data gathered from random samples of a population under study.

The application of sampling theory is concerned not only with the proper selection of observations from the population that will constitute the random sample; it also involves the use of probability theory, along with prior knowledge about the population parameters, to analyze the data from the random sample and develop conclusions from the analysis.

The normal distribution, along with related probability distributions, is most heavily utilized in developing the theoretical background for sampling theory.

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Nyquist sampling spacing of a 2D Gaussian windowed sinc function

I'm trying to find a proper sampling grid size to avoid aliasing when modeling a point source model given by: \begin{align} pt(x, y) =…
Ogiad
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mathmatical formulation for missing information due to sampling

I want to define a mathematical model (formula) to design missing information from sampling. In my problem, I have real events whose value is binary (0, 1) which might change every second. For a given sample period, $p$, I periodically checks the…
emerson
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Getting my concepts confused with sampling

Let me first set the scene. This is how we learned the variables and their names and symbols. We have the sugar content of 77 different cereal brands. It firsts asks "estimate the true average sugar content of these 77 cereal brands using a SRS…