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, Measures of Position, etc. Let us start the MCQs Skewness Quiz.

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Basic statistics deals with the measure of central tendencies (such as mean, median, mode, weighted mean, geometric mean, and Harmonic mean) and measures 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 are 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, notice the trends, and plan for the future.

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

### MCQs Skewness and Kurtosis with Answers

- The shape of the symmetrical distribution is
- In a symmetrical distribution, mean, median, and mode are:
- In a symmetrical distribution, the mean is _______
**_**mode - A symmetrical distribution has a mean equal to 4. Its mode will be
- If mean, median, and mode are all equal then distribution will be
- The values of mean, median, and mode can be
- The distribution in which mean = 60 and mode = 50, will be __________
- If in a distribution, the left tail is longer than the right tail, then the distribution will be
- If the mean is less than the mode, the distribution will be
- In Uni-model distribution, if the mode is less than the mean, then the distribution will be
- The empirical relation between mean, median, and mode is
- Bowley’s coefficient of Skewness lies between
- For a positively skewed distribution
- For a moderately skewed distribution, which of the following hold
- The distribution is symmetrical if the moment coefficient of skewness $\sqrt{b_1}$ is
- A curve whose tail is longer to the right is called
- If the mean is less than the mode, the distribution is
- If the third moment about the mean is zero then the distribution is
- Which of the following is negatively skewed?
- The second moment about the mean is equal to