Consider again the Framingham Heart Study from problem 8, but suppose fasting glucose levels are simply recorded as numbers and NOT categorized. The same risk factors are considered: Risk Factors -Sex -Age -BMI (normal weight, overweight, obese) -Genetics Use Table 7-50 on page 161 of the textbook to select the correct test from the gray box above. What test would be used to assess whether the different sexes (male and females) have the same mean Glucose Level? What test would be used to assess whether the different categories of BMI have the same mean Glucose Level? What test would be used to assess whether Age is related to Glucose Level? Test Choices ANOVA Chi-Square GOF Chi-Square test for independence Test for equality of means Test for equality of proportions Other
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.
Consider again the Framingham Heart Study from problem 8, but suppose fasting glucose levels are simply recorded as numbers and NOT categorized. The same risk factors are considered:
Risk Factors
-Sex
-Age
-BMI (normal weight, overweight, obese)
-Genetics
Use Table 7-50 on page 161 of the textbook to select the correct
test from the gray box above.
- What test would be used to assess whether the different sexes (male and females) have the same
mean Glucose Level? - What test would be used to assess whether the different categories of BMI have the same mean Glucose Level?
- What test would be used to assess whether Age is related to Glucose Level?
Test Choices
- ANOVA
- Chi-Square GOF
- Chi-Square test for independence
- Test for equality of means
- Test for equality of proportions
- Other
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