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A study is performed by a company, called SWVic, to understand the relationship between the safety factors and the number of accidents in works involve
A study is performed by a company, called SWVic, to understand the relationship between the safety factors and the number of accidents in works involve electrical and mechanical installations. A list of factors that influence the safety along with their possible values, and a Bayesian network that represents the relationship between these factors variables are given below. Number of Accidents in Low, High Work experience in Long, Medium, short Smoking habit in Smoking, Notsmoking D Drinking habit in Drinking, Notdrinking A Safety Attitude in Good, Average, Poor Workmate Influence in Positive, Neutral, Negative Page of Management Commitment in Veryhigh, High, Average, Low, Verylow Safety resources in Good, Average, Poor Figure Write down the joint distribution PW E S M A D R N for the above network. Find the minimum number of parameters required to fully specify the distribution according to the above network. a Write down a joint probability density function if there are no independence among the variables is assumed. b How many parameters are required, at a minimum, if there are no independencies among the variables is assumed? c Compare with the result of the above question Q and comment.
A study is performed by a company, called SWVic, to understand the relationship between the safety factors and the number of accidents in works involve electrical and mechanical installations. A list of factors that influence the safety along with their possible values, and a Bayesian network that represents the relationship between these factors variables are given below. Number of Accidents in Low, High Work experience in Long, Medium, short Smoking habit in Smoking, Notsmoking D Drinking habit in Drinking, Notdrinking A Safety Attitude in Good, Average, Poor Workmate Influence in Positive, Neutral, Negative Page of Management Commitment in Veryhigh, High, Average, Low, Verylow Safety resources in Good, Average, Poor Figure Write down the joint distribution PW E S M A D R N for the above network. Find the minimum number of parameters required to fully specify the distribution according to the above network. a Write down a joint probability density function if there are no independence among the variables is assumed. b How many parameters are required, at a minimum, if there are no independencies among the variables is assumed? c Compare with the result of the above question Q and comment.
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