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YouTubeDataMListic
One Sample, A Whole Distribution
Bootstrap resampling estimates uncertainty from a single sample — by treating that sample as if it were the entire population, then drawing new samples from it with replacement. Each resample gives a new mean, and stacking hundreds of them into a histogram gives you the bootstrap distribution. Chop off the bottom and top 2.5%, and you have a ...
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Linear regression is a statistical method used to describe the relationship between two variables by fitting a straight line through observed data points. Typically, one variable is treated as the explanatory variable (x) and the other as the response variable (y). The goal is to find the line that best represents how changes in the explanatory variable are associated with changes in the response variable. This line is often written in the form y = mx b, where m represents the slope of the line
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