SAMPLING Meaning and
Definition
-
Sampling refers to the process of collecting and analyzing a representative subset of data or a population to make inferences about the entire population. It involves selecting a smaller group of individuals, items, or events from a larger group, known as the sample, with the objective of drawing conclusions or generalizations about the whole group, known as the population.
In statistics, sampling plays a crucial role as it offers a more manageable and cost-effective method of analyzing data. It enables researchers to draw conclusions about a population without having to examine every single element. The selection of the sample is often based on specific criteria, such as randomization or stratification, to ensure that it accurately represents the population and minimizes biases.
Sampling is widely utilized in various fields such as social sciences, marketing research, quality control, and opinion polling. Different sampling techniques can be employed depending on the desired outcomes and characteristics of the population. Common sampling methods include simple random sampling, stratified sampling, systematic sampling, and cluster sampling.
The process of sampling involves collecting data from the selected individuals, items, or events within the sample and analyzing it using statistical techniques to make inferences and draw conclusions about the population as a whole. The validity and reliability of these inferences depend on the representativeness and quality of the sample selected. Sampling aims to provide accurate and meaningful insights while minimizing errors and biases, leading to a more comprehensive understanding of the population under study.
-
The taking small quantities of wines, spirits, &c., or of merchandise from the bulk, from the docks or bonded warehouse, to exhibit them for sale.
Etymological and pronouncing dictionary of the English language. By Stormonth, James, Phelp, P. H. Published 1874.
Top Common Misspellings for SAMPLING *
* The statistics data for these misspellings percentages are collected from over 15,411,110 spell check sessions on www.spellchecker.net from Jan 2010 - Jun 2012.
Other Common Misspellings for SAMPLING
Etymology of SAMPLING
The word "sampling" has its roots in the Middle English word "sampler", which initially referred to a piece of embroidery or needlework that was used as a model or example. Over time, the term "sampler" began to be applied to other fields, including music, where it was used to describe the technique of reusing a brief section of a pre-existing recording and incorporating it into a new composition. As this practice became more prevalent in the world of music production, the term "sampling" emerged to specifically refer to this technique. The term gained popular usage in the late 20th century, particularly with the rise of electronic music genres that heavily relied on sampling as a creative tool.
Idioms with the word SAMPLING
-
work sampling
Work sampling is an idiom referring to a statistical technique used to measure and analyze the amount of time workers spend on different tasks or activities within a given timeframe. It involves observing and recording workers' activities at random intervals to gather data on their work patterns and productivity. This method provides insights into the distribution of work activities and can be helpful in determining workloads, optimizing resource allocation, making process improvements, and evaluating productivity levels.
-
activity sampling
The idiom "activity sampling" refers to a method or technique of gathering data or information about a process or activity by observing and analyzing a representative sample of its components. It involves selectively monitoring specific events or tasks within a larger system to obtain an overall understanding or measurement of the entire process.
Similar spelling words for SAMPLING
Conjugate verb Sampling
CONDITIONAL
I
would sample
we
would sample
you
would sample
he/she/it
would sample
they
would sample
FUTURE
I
will sample
we
will sample
you
will sample
he/she/it
will sample
they
will sample
FUTURE PERFECT
I
will have sampled
we
will have sampled
you
will have sampled
he/she/it
will have sampled
they
will have sampled
PAST
I
sampled
we
sampled
you
sampled
he/she/it
sampled
they
sampled
PAST PERFECT
I
had sampled
we
had sampled
you
had sampled
he/she/it
had sampled
they
had sampled
PRESENT
I
sample
we
sample
you
sample
he/she/it
samples
they
sample
PRESENT PERFECT
I
have sampled
we
have sampled
you
have sampled
he/she/it
has sampled
they
have sampled
I
am sampling
we
are sampling
you
are sampling
he/she/it
is sampling
they
are sampling
I
was sampling
we
were sampling
you
were sampling
he/she/it
was sampling
they
were sampling
I
will be sampling
we
will be sampling
you
will be sampling
he/she/it
will be sampling
they
will be sampling
I
have been sampling
we
have been sampling
you
have been sampling
he/she/it
has been sampling
they
have been sampling
I
had been sampling
we
had been sampling
you
had been sampling
he/she/it
had been sampling
they
had been sampling
I
will have been sampling
we
will have been sampling
you
will have been sampling
he/she/it
will have been sampling
they
will have been sampling
I
would have sampled
we
would have sampled
you
would have sampled
he/she/it
would have sampled
they
would have sampled
I
would be sampling
we
would be sampling
you
would be sampling
he/she/it
would be sampling
they
would be sampling
I
would have been sampling
we
would have been sampling
you
would have been sampling
he/she/it
would have been sampling
they
would have been sampling
Infographic
Add the infographic to your website:
