Question 1
If the mean of a dataset is greater than the median, what is the shape of the distribution likely to be?
Skewed right
Skewed left
Symmetric
Bimodal
Question 2
What is the formula for calculating the mean absolute deviation (MAD) of a dataset?
(Σx) / n
(X - x̄) / s
Σ| x - x̄ | / n
(X - x̄)² / (n - 1)
Question 3
What is the interquartile range (IQR) of the dataset: [10, 15, 20, 25, 30]?
10
12.5
15
20
Question 4
What is the coefficient of variation (CV) of the dataset: [15, 20, 18, 25, 22]?
10%
15%
20%
25%
Question 5
What is the formula for calculating the skewness of a dataset?
(Σx) / n
(X - x̄) / s
Σ(x - x̄)³ / (n * s³)
(X - x̄)² / (n - 1)
Question 6
What is the kurtosis of a normal distribution?
0
1
2
3
Question 7
What is the formula for calculating the coefficient of determination (R²)?
1 - (Σ(y - ȳ)² / Σ(y - ŷ)²)
1 - (Σ(y - ŷ)² / Σ(y - ȳ)²)
1 - (Σ(ŷ - y)² / Σ(ȳ - y)²)
1 - (Σ(ȳ - y)² / Σ(ŷ - y)²)
Question 8
What is the formula for calculating the covariance between two variables X and Y?
Σ(X - x̄)(Y - ȳ) / n
Σ(X - μ)(Y - ν) / n
Σ(X - x̄)(Y - ȳ) / (n - 1)
Σ(X - μ)(Y - ν) / (n - 1)
Question 9
In a normal distribution, what percentage of data falls within one standard deviation of the mean?
34%
68%
95%
99.7%
Question 10
What does the correlation coefficient (r) measure?
The strength and direction of a linear relationship between two variables
The difference between the means of two groups
The spread of data points in a distribution
The proportion of variance in the dependent variable explained by the independent variable
There are 42 questions to complete.