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sample distribution

sample distribution

6.5
A set of values chosen at random from a larger group to study that group
  • noun
  • /ˈsæmpl dɪstrɪˈbjuːʃən/
  • Specialized
translation icon : distribución de la muestra
  • Using the data with fewer monitoring days could cause the sample distribution to be highly skewed, and using such samples to calculate the annual average PM 2.5 concentrations may be inadequate for generating a reliable estimate.

Examples

  • At a 0.01 level of significance, the K-S statistic is equal to 1.63/square root of (n). If D is greater than the K-S statistic, then the sample distribution does not fit the theoretical distribution.

    Academic text (2018)
  • Knowing that the 20 samples with motor vehicles present were normally distributed, however, one could use the empirical rule to estimate the sample distribution.

    Academic text (2010)
  • The sample distribution was skewed and homogeneous, with a disproportionate number of below-average students.

    Academic text (1993)
  • Because deleted students were randomly scattered in the sample distribution and the percentage of students deleted was small, the major features of the provincial sample were maintained.

    Academic text (1999)
  • Strengths groupings were accomplished by dividing the sample into thirds with respect to the BERS total score; thus, a high designation indicates that the individual's BERS total score was in the top third of the sample distribution but does not necessarily mean a high strengths score compared to the general population.

    Academic text (2001)
  • The researchers analyzed the sample distribution to better understand the behavior of the entire population.

  • By examining the sample distribution, we can make accurate predictions about future trends in the data.

  • The professor explained how to derive conclusions about a population based on the sample distribution of the collected data.

Synonyms

sample
vssample distribution
2.3

A small part taken from something to test or study

is chosen at random specifically for hypothesis testing, not only representation
sampling
vssample distribution
  • Specialized
22 3.6

A small group chosen from a larger group to study or test

is the resulting set chosen for testing rather than the selection process
random sample
vssample distribution
  • Specialized
5 3.4

A group of people or things that each has an equal chance of being picked

is a set chosen at random but not necessarily with equal chances
statistical distribution
vssample distribution
  • Specialized
1 5.3

A way to show how often different values occur in data like test scores

is a collection of randomly selected values used for testing not a frequency table

Surface Forms

Morphology

sample + distribution

The phrase is a direct composition of 'sample' (a subset taken for study) and 'distribution' (how values are spread), so a B1 learner who knows both words can infer it refers to the distribution of values in a sample. It is a technical statistical term with finer distinctions in advanced usage, but its basic meaning is transparently derivable from its constituents.

Etymology

The term sample distribution comes from the idea of taking a sample, a small part of a big group, and laying those items out to see their 'pattern' and how they are distributed. So, a sample distribution is the picture of those sample values and helps you guess what the whole group is like.