Consider the following sample data: 
a.Construct a scatterplot and verify that estimating a simple linear regression is appropriate.
b.Calculate b0 and b1.What is the sample regression equation? Predict y if x equals 15.
c.Interpret the value of the slope coefficient,b1.
d.Calculate 
and se.
e.Calculate R2.
Definitions:
Double or Nothing
A gamble or risk in which a person has the chance to either double their money or lose it all.
Coin Flip
A simple randomness procedure involving flipping a coin to decide between two outcomes based on heads or tails.
Expected Value
The weighted average of all possible outcomes of a random variable, considering the probabilities of each outcome.
Stock Market
A public market for buying, selling, and trading stocks, which represent ownership shares in companies.
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