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The Golden Jill Mining Company is interested in procuring 10,000 acres of coal mines in Powder River Basin. The mining company is considering two payment-plan options to buy the mines:
I. 100% Payment
II. Installment-Payment
The payoff received will be based on the quality of coal obtained from the mines which has been categorized as High, Normal, and Poor Quality as well as the payment plan. The profit payoff in million dollars resulting from the various combinations of options and quality are provided below:
a. Suppose that management believes that the probability of obtaining High Quality coal is 0.55, probability of Normal Quality Coal is 0.35, and probability of Poor Quality Coal is 0.1. Use the expected value approach to determine an optimal decision.
b. Suppose that management believes that the probability of High Quality coal is 0.25, probability of Normal Quality Coal is 0.4, and probability of Poor Quality Coal is 0.35. What is the optimal decision using the expected value approach?
Contingency Table
A statistical table that displays the frequency distribution of variables to analyze the relationship between them.
Demonstrating Causality
The process of proving a cause-and-effect relationship between two variables, showing how one directly influences the other.
Spurious Association
A relationship between two variables that appears causal but is actually due to the effect of some external or intervening variable.
Non-Spuriousness Test
A method in statistical analysis to determine if a relationship between two variables is genuine and not due to the influence of some other variable.
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