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Summarize the idea of regression

          Summarize the idea of regression
        

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Genetics: A Conceptual Approach
Genetics: A Conceptual Approach
Benjamin Pierce 6th Edition
Chapter 24
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Summarize the idea of regression
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Transcript

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00:01 Regression is a statistical technique that's used to analyze the relationship between a dependent variable and one or more independent variables.
00:09 It aims to model the relationship and make predictions or estimations based on the observed data.
00:15 The idea of regression is to find a mathematical equation or model that best fits the data.
00:47 This would allow us to understand how the independent variables influence or explain the variation in the independent variable.
00:53 The equation typically takes the form of a straight line, which would be a simple linear regression, or a more complex curve, which would be a multiple linear regression.
01:04 The process of regression involves estimating the coefficients or parameters of the equation based on the data, which helps determine the strength and direction of the relationship between the variables.
01:14 The coefficients represent the effect or impact on the independent variables on the dependent variable...
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