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6. Derivation of a regression line.

6. Derivation of a regression line.

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Fig. 2.4. Japanese population by age in 2018.
Fig. 2.5. Box plot.
Fig. 3.4. Graphical understanding of the covariance.
Fig. 3.6. Derivation of a regression line.
+4 Fig. 3.7. Regression lines with explanatory variables x (solid line)...
The Elements of Multi-Variate Analysis for Data Science
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  • Dec 2020
These lecture notes provide a quick review of basic concepts in statistical analysis and probability theory for data science. We survey general description of single- and multi-variate data, and derive regression models by means of the method of least squares. As theoretical backgrounds we provide basic knowledge of probability theory which is indi...
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