# MCQs Skewness & Kurtosis 11

This quiz contains MCQs Skewness and Kurtosis covering the shape of the distribution, Measures of central tendency such as mean, median, mode, Weighted mean, data and type of data, sources of data, Measures of Dispersion/ Variation, Standard Deviation, Variance, Range, etc. Let us start the MCQs Skewness Quiz.

1. The distribution is positively skewed if

2. If the moment Ratio $\beta_2=3$ then the distribution is

3. When a distribution is symmetrical and has one mode, the highest point on the curve is called the

4. In symmetrical distribution if $Q_1=4, Q_3=12$ then median is

5. The first three moments of a distribution about the mean $\overline{X}$ are 1, 4, and 0. The distribution is

6. For a symmetrical distribution

7. The degree to which numerical data tend to spread out about an average value is called

8. In Symmetrical distribution $Q_3-Q_1=20$, Median = 15, $Q_3$ is equal to

Basic statistics deals with the measure of central tendencies (such as mean, median, mode, weighted mean, geometric mean, and Harmonic mean) and measure of dispersion (such as range, standard deviation, and variances).

Basic statistical methods include planning and designing the study, collecting data, arranging, and numerical and graphically summarizing the collected data.

Basic statistics also used to perform statistical analysis to draw meaningful inferences.

A basic visual inspection of data using some graphical and numerical statistics may give some useful hidden information already available in the data. The graphical representation includes a bar chart, pie chart, dot chart, box plot, etc.

Companies related to finance, communication, manufacturing, charity organizations, government institutes, simple to large businesses, etc. are all examples that have a massive interest in collecting data and measuring different sorts of statistical findings. This helps them to learn from the past, noticing the trends, and planning for the future.

There are various graphical and numerical ways that are used to check the skewness of the data. Skewness is the lack of symmetry in distribution.