129 Another Word for Sampling Techniques? – Sampling Techniques Synonyms & Antonyms

Want to say sampling techniques differently? Here are other words for sampling techniques and its similar synonyms and opposite words to say in unique way.


Meaning of sampling techniques

The primary meaning of "sampling techniques" refers to the methods used to select a representative subset of data or individuals from a larger population for the purpose of analysis or research.

Etymology of sampling techniques

The word "sampling" comes from the Old English word "sampan", which means "to taste" or "to try", and the Latin word "exemplum", which means "example" or "sample".
The term "techniques" comes from the Greek word "techne", which means "art" or "skill", and the Latin word "technica", which refers to the practical application of a skill or art.
The phrase "sampling techniques" has been in use since the mid-20th century, particularly in the fields of statistics and research methodology.

Synonyms

data collection methods research methods statistical techniques data analysis survey methods experimental design data gathering information collection market research opinion polls statistical analysis data mining machine learning predictive modeling data science business intelligence data visualization quantitative methods qualitative methods ethnographic research content analysis discourse analysis experimental methods quasi-experimental methods survey research statistical modeling operations research management science decision analysis risk analysis sensitivity analysis scenario planning forecasting trend analysis benchmarking performance measurement.

Definitions

  • According to Oxford Languages, "sampling techniques" refers to the methods used to select a sample of individuals or data from a larger population, often for the purpose of statistical analysis or research.
  • The term encompasses a range of methods, including random sampling, stratified sampling, cluster sampling, and quota sampling, among others.
  • Sampling techniques are used in various fields, including statistics, marketing, social sciences, and medicine, to make inferences about a population based on a representative sample.

Usage Examples

  • The researcher used sampling techniques to select a representative sample of participants for the study.
  • The company employed sampling techniques to gather data on customer preferences and behaviors.
  • The statistical analysis relied on sampling techniques to make inferences about the population based on a limited dataset.

Antonyms

exhaustive methods comprehensive approaches complete analyses total surveys full-scale studies entire datasets whole populations absolute measurements certain methods definitive approaches exact sciences precise techniques total research universal studies all-inclusive methods thorough investigations detailed examinations complete investigations.

Related Adjectives

statistical methodological analytical research-based data-driven empirical experimental investigative observational evaluative predictive modeling simulation-based optimized decision-oriented strategic managerial planning-oriented controlling monitoring sampling survey-based experimental quasi-experimental.

Related Nouns

data research statistics analysis methodology population sample survey study experiment investigation observation measurement evaluation assessment estimation prediction modeling simulation optimization decision policy strategy management planning control monitoring.

Related Verbs

collect analyze research study investigate observe measure evaluate assess estimate predict model simulate optimize decide plan control monitor manage sample survey experiment test validate.
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