The key steps involved in performing statistical analysis include: Data Collection: Gathering relevant data from experiments, surveys, or existing databases to ensure you have the necessary information for analysis. Data Preparation: Cleaning and organizing the data, addressing any missing values, and ensuring that the data is in the correct format for analysis. Choosing the Statistical Method: Selecting the appropriate statistical techniques or tests based on the type of data and the research questions you aim to answer. Data Analysis: Applying the chosen statistical methods to the data to identify trends, relationships, or differences. Interpretation of Results: Analyzing the output of the statistical tests to draw conclusions, make predictions, or inform decision-making. Reporting and Visualization: Presenting the results in a clear and understandable way, often using charts, graphs, and tables to convey key findings.