There are a total of 27 people in an application pool, that are equally qualified for a job. The pool consists of; 19 females and 8 males There are 4 job openings for 4 different people. Type your answers as a decimal to 4 decimal places. 4. If all 4 people that are hired are female, does your answer to the previous problem indicate that this was due to gender bias in the hiring process? Note: If the probability of randomly hiring only females for the 4 open positions is less than 5%, then we will say that this is so unlikely, that there is gender bias in the hiring process. Yes, this supports a charge of gender dicrimination. There is less than a 1% chance that this could happen by chance Yes, this supports a charge of gender discrimination. There is less than a 5% chance that this could happen by chance No, this does not support a charge of gender discrimination. It is impossible to tell.
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.
There are a total of 27 people in an application pool, that are equally qualified for a job. The pool consists of;
19 females and 8 males
There are 4 job openings for 4 different people. Type your answers as a decimal to 4 decimal places.
4. If all 4 people that are hired are female, does your answer to the previous problem indicate that this was due to gender bias in the hiring process?
Note: If the
- Yes, this supports a charge of gender dicrimination. There is less than a 1% chance that this could happen by chance
- Yes, this supports a charge of gender discrimination. There is less than a 5% chance that this could happen by chance
- No, this does not support a charge of gender discrimination.
- It is impossible to tell.
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