Adjectives For Sampling
Discover the most popular adjectives for describing sampling, complete with example sentences to guide your usage.
Updated on March 16, 2024
Selecting the right adjective to describe sampling can significantly alter the perception of data collection methods. A random sampling introduces the idea of unpredictability, ensuring every element has an equal chance of selection. Stratified sampling, on the other hand, suggests a methodical approach to ensure subgroups are properly represented. Systematic sampling indicates a fixed, orderly process, while simple suggests ease and basic functionality. Representative sampling emphasizes the desire to accurately mirror the whole population, whereas small sampling points to a more manageable, but maybe less generalizable, subset. Such nuances highlight the importance of precise adjective choice in conveying the scope and intent of sampling methods. Explore the full range of adjectives for more insights.
| random | The simple random sampling method is straightforward and widely used. |
| stratified | Stratified sampling involves dividing a population into several strata or subgroups, ensuring each subgroup is represented proportionally in the sample. |
| systematic | Systematic sampling involves selecting a sample from a population according to a fixed sampling interval. |
| simple | Simple sampling is a type of non-probability sampling that is used to select a sample from a population. |
| representative | The representative sampling method provides a reliable snapshot of population characteristics. |
| small | With small sampling of data analysis, the team was able to make a wise business decision. |
| statistical | We employed statistical sampling to select a representative group of respondents. |
| fetal | Fetal sampling is a procedure used to obtain cells or fluid from a fetus for diagnostic purposes. |
| adequate | The research conducted included adequate sampling to provide a representative perspective. |
| theoretical | Researchers used theoretical sampling to select participants who represented the diversity of perspectives on the phenomenon of interest. |
| purposive | Purposive sampling is a qualitative research method that involves selecting participants who have the specific knowledge or experience that is relevant to the research question. |
| sequential | Sequential sampling is a statistical method used to make decisions based on a sequence of observations. |
| double | "Double sampling" is a technique used in statistics to estimate the mean or proportion of a population based on two samples. |
| stage | We are using stage sampling to select our sample of students. |
| continuous | Continuous sampling is widely used in market research and data analytics. |
| extensive | The extensive sampling of the data revealed several interesting patterns. |
| direct | We collected soil samples using direct sampling methods. |
| selective | The researcher used selective sampling to interview only the most experienced employees. |
| frequent | Frequent sampling ensured that the data collected was representative of the population. |
| chorionic | Chorionic sampling is a prenatal diagnostic procedure that involves taking a sample of tissue from the outer layer of the placenta. |
| spatial | The spatial sampling method was applied to estimate the mean concentration of the pollutant. |
| limited | Even with limited sampling the results of the study were statistically significant. |
| fair | The fair sampling method was used to select a representative sample from the population. |
| inadequate | The study had to be discontinued due to inadequate sampling |
| periodic | Periodic sampling of the stream was conducted to assess the concentration of pollutants. |
| venous | The venous sampling results indicated a high concentration of bilirubin in the patient's blood. |
| endometrial | |
| multiple | To ensure the representativeness of the data, multiple sampling techniques were implemented throughout the study. |
| adaptive | Researchers used adaptive sampling to collect data from a large and diverse population. |
| arterial | Arterial sampling revealed significant metabolic acidosis in the patient. |
| nonprobability | We used nonprobability sampling to select the participants for our study. |
| uniform | Uniform sampling is a sampling method where all samples are taken with an equal probability. |
| brief | A brief sampling of the data showed that the results were promising. |
| environmental | Environmental sampling is the collection and analysis of samples from the environment to assess the presence and concentration of pollutants. |
| careful | Careful sampling is essential for obtaining accurate data. |
| wide | The wide sampling of data yielded a more accurate analysis. |
| broad | The research team conducted a broad sampling of the population to ensure accurate results. |
| umbilical | Umbilical sampling offers a slightly more accurate prediction of the pH in the fetus's bloodstream. |
| proper | Proper sampling requires the selection of a representative subset of the population. |
| intensive | The researchers conducted intensive sampling of the population to obtain a representative sample. |
| routine | Routine sampling helped identify the problem early. |
| percutaneous | A percutaneous sampling of the kidney was performed to obtain a tissue sample for diagnosis. |
| quantitative | Quantitative sampling methods involve the selection of a sample of the population that is representative of the entire population in terms of its characteristics. |
| regular | Regular sampling is crucial for effective monitoring and data collection. |
| sub | The sub sampling technique is used in machine learning to reduce the size of a dataset. |
| cluster | Cluster sampling is a sampling technique in which the population is divided into groups (clusters) and a random sample of clusters is selected for study. |
| generous | The generous sampling of appetizers satisfied our hunger. |
| accurate | The accurate sampling of data is essential for reliable analysis and decision-making. |
| discrete | The research team used discrete sampling to collect data from the population. |
| scientific | The scientific sampling method was used to ensure that the data collected was representative of the population. |
| based | Researchers used based sampling to select 100 participants from a population of 500. |
| proportional | Proportional sampling guarantees that each participant has an equal chance of getting selected to participate in research. |
| repeated | Repeated sampling is a statistical technique used to improve the accuracy and reliability of estimates. |
| digital | Digital sampling is a powerful technique for analyzing signals and data. |
| isokinetic | Conducting isokinetic sampling requires training in proper sampling techniques. |
| independent | The samples were collected using independent sampling |
| disproportionate | Disproportionate sampling is a sampling method in which the sample is not representative of the population. |
| simultaneous | The simultaneous sampling of multiple variables allows for the creation of a more comprehensive data set. |
| time | The researchers conducted time sampling to observe the behavior of the participants. |
| detailed | Researchers performed detailed sampling of the local flora and fauna. |
| serial | Serial sampling is a research method that involves collecting data from the same participants multiple times over time. |
| interval | We used momentary time sampling and interval sampling to record the behaviors. |
| multistage | The multistage sampling method involves selecting a sample from a larger population in multiple stages. |
| destructive | Destructive sampling was conducted to determine the chemical composition of the rock. |
| purposeful | The researchers decided to use purposeful sampling to select participants who had a specific set of experiences or characteristics. |
| event | Event sampling is a research method in which data is collected at regular intervals from a representative sample of the population. |
| temporal | Temporal sampling is a technique used to collect data at specific intervals. |
| stochastic | Stochastic sampling is a random sampling method that can be used to select a representative sample from a population. |
| petrosal | The petrosal sampling was completed without complications. |
| adrenal | Adrenal sampling is a procedure used to collect adrenal hormones for analysis. |
| biological | The biological sampling process can be used to collect data on a wide range of biological parameters. |
| blood | The medical assistant drew the patient's blood for blood sampling |
| over | In order to reduce variance, we are using over sampling |
| proportionate | The market researcher employed proportionate sampling to ensure that the sample accurately represented the population. |
| thorough | Researchers conducted a thorough sampling of the population to ensure accurate representation. |
| correct | The correct sampling method was used to ensure accurate data. |
| intermittent | The research team conducted intermittent sampling of the river water to monitor pollution levels. |
| composite | Composite sampling allowed for a more accurate representation of the overall population being studied. |
| automatic | Automatic sampling allows for consistent and unbiased data collection. |
| efficient | To ensure efficient sampling we need to determine the minimum sample size needed to achieve the desired level of precision. |
| incomplete | Due to incomplete sampling the results of the study may not be generalizable to the entire population. |
| preliminary | Preliminary sampling of the data revealed several interesting patterns. |
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