What term describes the analysis of data that describes or summarizes data in a meaningful way?

What term describes the analysis of data that describes or summarizes data in a meaningful way?

• A. Inferential Statistics
• B. Sampling
• C. Regression
• D. Descriptive Statistics

Answer: (D)

Descriptive statistics describe and summarize data in a meaningful way. It brings together the main features of a dataset into simple summaries, such as measures of central tendency (mean, median, mode) and variability (range, standard deviation), helping you understand the data at a glance and communicate its general pattern. Inferential statistics, in contrast, uses the data to make inferences about a larger population or to test hypotheses, not just describe what was observed. Sampling describes how data are collected from a population, not how the data are analyzed. Regression involves modeling relationships between variables or predicting outcomes, which is more than simply describing the data.

Descriptive statistics describe and summarize data in a meaningful way. It brings together the main features of a dataset into simple summaries, such as measures of central tendency (mean, median, mode) and variability (range, standard deviation), helping you understand the data at a glance and communicate its general pattern.

Inferential statistics, in contrast, uses the data to make inferences about a larger population or to test hypotheses, not just describe what was observed. Sampling describes how data are collected from a population, not how the data are analyzed. Regression involves modeling relationships between variables or predicting outcomes, which is more than simply describing the data.