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Consider a logistic regression model that predicts NFL field goal attempt success from yardage and week of the season. (The yardage of a field
Consider a logistic regression model that predicts NFL field goal attempt success from yardage and week of the season. (The "yardage" of a field goal in American football is equal to the distance of the kick, i.e. the distance of the kicker from the goal posts.) Here is the model: In(ODDS) = 6.300 -0.113*YARDS - 0.052*WEEK where ODDS is the odds of SUCCESS for the field goal attempt. (a) What is the odds ratio (OR) for an increase of c = 10 yards? Round to two decimal places. (b) Use your OR from (a) to answer this question: An extra 10 yards Decreases the odds of field goal success by what percent, all other factors held constant? Round to the nearest whole number. % (c) What is the OR for an increase of c = 2 weeks into the season? Round to two decimal places. (d) An extra 2 weeks into the season DEcreases the odds of field goal success by how many percent, all other factors held constant? Round to the nearest whole number.
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