generalizations, generalizable
Generalizations, representative
Biased sample
A sampling frame is a list or database that includes all the elements in the population from which a sample will be drawn. It serves as a practical representation of the target population, ensuring that every member has a chance to be selected. An accurate sampling frame is crucial for conducting valid and reliable research, as it helps minimize bias and improves the generalizability of the results.
When selecting a sample for a study, consider the target population to ensure it accurately represents the characteristics you want to investigate. Additionally, think about the sample size, as a larger sample can improve the reliability and validity of the results. It's also essential to consider sampling methods (random, stratified, etc.) to minimize bias and ensure that the sample reflects the diversity of the population. Lastly, ethical considerations, such as informed consent and confidentiality, should be taken into account.
There is no "ideal" sample size for any given population, because polls and other statistical analysis forms depend on many factors, including what the survey is intended to show, who the target audience is, how much statistical error is permitted, and so on. The "Survey System" link, below, offers definitions and a couple of calculators to determine the best sample size for most purposes.
Generalizations, representative
Analogies, target
To generalize results from the sample population to the target population.
Biased sample
The target population, or population universe, refers to the entire group of individuals or items that researchers are interested in studying or drawing conclusions about. It encompasses all potential subjects that meet specific criteria relevant to the research question. Defining the target population is crucial for ensuring that the sample selected for a study accurately represents the broader group, allowing for valid generalizations and insights.
the sampled population includes all people whom are included in the sample, the targeted population is what the statistics practitioner is targeting or questioning
sample
sample
sample
How representative is the sample relative to the target population.
ensure taht the sample for the study is representative of the target population
its time consuming and expensive if its a large sample you need or a big target population