Inferential statistics can be defined as a field of statistics that uses analytical tools for drawing conclusions about a population by examining random samples.

Mar 25, 2024 · This article delves into the definition of inferential statistics, its types, methods, and practical examples, offering insights into how it supports decision-making in various fields. …

Nov 18, 2025 · Unlike descriptive statistics, which only summarize data, inferential statistics let us test hypotheses, make estimates, and measure the uncertainty about our predictions.

Inferential statistics use samples to draw conclusions about populations. Typically, it is impractical to measure every population member. Instead, we collect a random sample from a small …

Jun 23, 2025 · Inferential statistics is a branch of statistics that uses sampled data to draw conclusions or make predictions about a population from which the sample was drawn.

What is Inferential Statistics? Descriptive statistics describes data (for example, a chart or graph) and inferential statistics allows you to make predictions (“inferences”) from that data.

Sep 4, 2020 · While descriptive statistics summarize the characteristics of a data set, inferential statistics help you come to conclusions and make predictions based on your data.

In short, descriptive statistics describe your sample, while inferential statistics help you understand whether the patterns in your sample are likely to reflect within the population.

The branch of statistics known as inferential statistics or statistical inference is concerned with drawing conclusions about a population based on a sample drawn from that population.

Nov 7, 2024 · While descriptive statistics summarizes the main characteristics of a dataset, inferential statistics goes a step further by generalizing results to a population.