Police investigators analyze skid marks at accident scenes to determine vehicle speed and stopping distance. They account for factors like pavement conditions, tire tread, and inclines to accurately calculate speed from skid mark length using formulas. The documents provide examples of calculating stopping distances from skid marks of known vehicles that were braking from specific speeds in experiments to determine the formula constants.