How Do Outliers Impact Regression Model Fit?
Автор: The Friendly Statistician
Загружено: 2025-12-14
Просмотров: 1
Описание:
Outliers can significantly distort your regression analysis, leading to misleading conclusions about the relationships in your data. Understanding their influence is crucial for building robust and reliable statistical models.
In this video, we'll explore:
► What exactly an outlier is in the context of regression.
► How different types of outliers can affect your model's slope, intercept, and R-squared values.
► Visualizing the impact of outliers using scatter plots and residual plots.
► The potential consequences of ignoring outliers on your predictions and inferences.
#Outliers, #RegressionAnalysis, #Statistics, #DataScience
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