Inference methods are statistical techniques used to draw conclusions or make predictions based on data. These methods utilize mathematical models and probability theory to infer information about a population from a sample. Some common inference methods include hypothesis testing, confidence intervals, regression analysis, and Bayesian inference. These methods help researchers make informed decisions and draw meaningful conclusions from their data.