Inferential statistics involves making predictions or inferences about a population based on a sample of data drawn from that population. Unlike descriptive statistics, which merely describe the characteristics of a dataset, inferential statistics use probability theory to make judgments about the data. In the context of nursing, inferential statistics can help in understanding trends, making decisions, and improving patient care.