Questions tagged [small-sample]

Refers to statistical complications or problems due to having few data. If your question is about a small sample relative to the number of variables, please use the [underdetermined] tag instead.

Only having access to a small sample may cause certain problems, for example: statistical tests may be underpowered; assumptions may be more difficult to verify; if data are not sufficiently normal, the Central Limit Theorem may not be able to ensure the normality of relevant sampling distributions, etc.

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Binomial Data, uneven sample sizes, how do analyze this data?

I work with nonhuman primates, and have had them (4 total) perform a series of 3 tasks. Each of the three tasks are 2 choice categorization tasks. So the data is correct/incorrect for each trial. There was not a set number of trials for each task,…
gert
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How to quantify the impact of small volume samples

I'm trying to quantify the impact of sample volume and variability on the propensity for false negatives, but I'm having trouble making a connection between the idea and the math to quantify it. An example of the type of problem: A solution may (or…
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Statistics for small and unequal samples

I have a pre-test, post-test, non-equivalent groups experiment, with a sample of 62 (control and experimental groups have 31 each). My objective is to compare the effectiveness of a model of teaching for developing vocabulary among pupils with…
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Is it possible to combine datasets from different years from the exact same survey?

I have difficulties with the sample size of my targetgroup. I am doing an analysis based on the dataset of the European Social Survey (ESS). This is a survey that is conducted every year with structural modules and changing modules. My research…
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What statistical test should be used when sample size is small (n = 13)

I have collected data from employees at 13 branches of a bank and also administered customer satisfaction scale to customers of each of the branches. As a result, I am unable to have pairs of observations for each case of data at the individual…
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Sample Balancing

Trying to figure out a way to balance small samples. Comparing ratios received from a survey, but sometimes I will have 25 survey responses and sometimes I will have 1. The ratios I look at might be the same but I think I need to take into…
Eudora
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Validity Small Sample Size

A fellow working student of mine is doing her bachelor's thesis right now. She's looking into the effect that a brands presence in ski resorts has on customer perception of that brand. Since she is only considering one ski resort and one brand, I…
Spurs
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