How Accurately Do Sportsbooks Capture the Median Outcome?

A sportsbook is a gambling establishment that accepts wagers on various sporting events. They are regulated by law in most states and have the same rules as other businesses. They are also required to implement responsible gambling measures such as betting limits, warnings, time counters, and daily caps on winnings. These regulations keep the shadier elements out of gambling and legitimize the industry.

The primary function of a sportsbook is to set odds that guarantee a profit in the long run. Unlike most online betting sites, which are often operated by corporations with limited human resources, the best sportsbooks have a dedicated head oddsmaker that oversees their lines and uses a variety of methods to set prices, including power rankings and outside consultants.

To measure how accurately sportsbooks capture the median outcome, this paper compares statistical estimators of the marginal probability of winning a bet to a sportsbook’s proposed spread or point total. For each match, the distribution of the margin of victory is estimated using a non-parametric kernel density estimation technique. Then, the probability of a positive expected profit is determined for deviations from the median estimate of the sportsbook by 1, 2, and 3 points in each direction. A corollary in over-under betting is also derived: for a sportsbook to permit a positive expected profit, it must lie within the (pho1+pho)-quantile and greater than or equal to the (pho11+phu)-quantile of the true point total evaluated at the sportsbook’s proposal.

You May Also Like

More From Author