How will you differentiate between descriptive statistics and inferential statistics? Describe the important statistical measures often used to summarise the survey/research data.

Descriptive statistics and inferential statistics are two fundamental branches of statistical analysis, each serving distinct purposes in research methodology for management decisions.  

### Difference Between Descriptive and Inferential Statistics  
Descriptive statistics focus on summarizing and presenting data in a meaningful way, enabling researchers to understand patterns, trends, and distributions. It involves organizing, visualizing, and describing data without drawing conclusions beyond the dataset. It includes measures like mean, median, mode, standard deviation, and graphical representations such as histograms and pie charts.  

On the other hand, inferential statistics go beyond mere description by making predictions, generalizations, and conclusions about a population based on a sample. It involves hypothesis testing, confidence intervals, regression analysis, and probability theory. Inferential statistics help managers and researchers make informed decisions by analyzing a subset of data and estimating characteristics of ___ _____ ______ _________ _________.
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