General Descriptives Flashcards
What is nominal data
Labels, no order or notion of spacing. (Eg. What country are you from?)
What is ordinal data
Ordered list small to big (Eg. On a scale from 0-10)
What is numerical data
Clearly defined intervals. Values on number line. (Eg. What is your age?)
4 types of numerical data
Interval
Ratio
Discrete
Continuous
What is a skewed distribution
Mean is closest toward the tail
Median stays closer to the bulk of values
Mode is the peak (furthest from the tail)
Positive skew - mean is higher value than median
Negative skew - mean is lower value than median
What are the factors that contribute to normal distribution
Many factors contribute. Someone will have more of one factor and less of another. Random combinations of factors. Often a high factor and a low factor will cancel giving a more average outcome. More rare to have a lot of high factors coming together. Likewise rare to have a lot of low factors. Hence much bunching around the middle and fewer values at the extremes.
How do you find the mean of data
Arrange data points in ascending order
If the no. of data points is odd the median is the middle value.
If the no. of data points is even the median is the average of the 2 middle values
How do you find the 1st Quartile
Find the median of the lower half of the dataset (excluding the median of the number of data points is odd)
(Eg. If the dataset has 50 data points, the 1st Quartile is the 13th value)
How do you find the 3rd Quartile
Find the median of the upper half of the dataset (excluding the median of the number of data points is odd)
(Eg. If the dataset has 50 data points, the 3rd Quartile is the 38th value)