A design matrix is a mathematical matrix used in statistical modeling to represent the values of independent variables for multiple observations. It organizes the data in such a way that each row corresponds to an observation and each column represents a different variable, making it crucial for performing regression analysis. Understanding the structure of a design matrix helps in estimating parameters efficiently and making statistical inferences.
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