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In this chapter, we dive into the world of regression. We begin with univariate linear regression to look at the relationship between two variables. We learn which assumptions must be met and what criteria determine the quality of an estimate. We see how to estimate univariate linear regression by hand to gain a better understanding. We also learn how to interpret the results.

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Univariate Linear Regression

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  • 发表日期：

    2026年

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  • Benjamin E. Schlegel

摘要

In this chapter, we dive into the world of regression. We begin with univariate linear regression to look at the relationship between two variables. We learn which assumptions must be met and what criteria determine the quality of an estimate. We see how to estimate univariate linear regression by hand to gain a better understanding. We also learn how to interpret the results.