On this problem, it is possible that hiring all males would be gender bias, but hiring all females is not gender bias. The reason for this is that we have many more females that applied for the jobs (19 females and 8 males). Therefore, the probability of at least one female hired would be higher than the probability of at least one male hired. 5. What is the probability that at least one male is hired? 6. What is the probability that at least one female is hired? 7. What is the probability that two are female?
Addition Rule of Probability
It simply refers to the likelihood of an event taking place whenever the occurrence of an event is uncertain. The probability of a single event can be calculated by dividing the number of successful trials of that event by the total number of trials.
Expected Value
When a large number of trials are performed for any random variable ‘X’, the predicted result is most likely the mean of all the outcomes for the random variable and it is known as expected value also known as expectation. The expected value, also known as the expectation, is denoted by: E(X).
Probability Distributions
Understanding probability is necessary to know the probability distributions. In statistics, probability is how the uncertainty of an event is measured. This event can be anything. The most common examples include tossing a coin, rolling a die, or choosing a card. Each of these events has multiple possibilities. Every such possibility is measured with the help of probability. To be more precise, the probability is used for calculating the occurrence of events that may or may not happen. Probability does not give sure results. Unless the probability of any event is 1, the different outcomes may or may not happen in real life, regardless of how less or how more their probability is.
Basic Probability
The simple definition of probability it is a chance of the occurrence of an event. It is defined in numerical form and the probability value is between 0 to 1. The probability value 0 indicates that there is no chance of that event occurring and the probability value 1 indicates that the event will occur. Sum of the probability value must be 1. The probability value is never a negative number. If it happens, then recheck the calculation.
On this problem, it is possible that hiring all males would be gender bias, but hiring all females is not gender bias. The reason for this is that we have many more females that applied for the jobs (19 females and 8 males). Therefore, the
5. What is the probability that at least one male is hired?
6. What is the probability that at least one female is hired?
7. What is the probability that two are female?
It is given that in the hiring process, there are 19 females and 8 males.
Consider that p1 and p2 are defined as the probabilities of females and males are hired, respectively.
Thus,
Consider that X is a random variable, defined as the number of individuals get a job, and follows a binomial distribution with p success rate and n number of people.
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