Complete the following reaction by filling in the necessary reagents. 
Definitions:
Allman Brothers
A renowned American rock band formed in 1969, known for their significant contribution to the development of Southern rock music.
Slope
The measure of the steepness or incline of a line, calculated as the ratio of the vertical change to the horizontal change between two points on the line.
Least Squares Regression
A statistical method used to find the line of best fit by minimizing the sum of the squares of the residuals between observed and estimated values.
Rain
Precipitation in the form of liquid water drops that have diameters greater than 0.5 millimeters.
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