Data Processing
Define the term mode. What are its merits and demerits?
Mode is a measure of central tendency of statistical series. Mode is the most frequently occurring value in a series. It is typical value around which of the item stand to cluster. It is the representative value of a series around which there is maximum concentration.
Merits of Mode : The followings are the merits of mode :
(i) Simpler and popular : Mode is very simple measure of central tendency and a glance of the series is enough to locate the model value.
(ii) Less effects of extreme marginal values : It is less affected by extreme and marginal values as compared to mean values.
(iii) Best representation: Mode is the best representation of the series because it occurs most frequently in the series.
(iv) Knowledge of all frequencies not essential: It is sufficient to know the item with highest frequency in the distribution.
(v) Practical utility : Mode is practically useful.
(vi) Graphic determination : Mode can be determined graphically also. This makes it very pimple and easy to understand.
Demerits of Mode :
(i) Uncertain and unclear : It is uncertain and unclear measure of central tendency. An addition of item with highest frequency in the series changes the entire complexion of the series.
(ii) Not based on the observation : It is not based on all observations because it represents item of highest frequency only.
(iii) Misleading : Because it is not based on all the observations of the series.
(iv) Ignores extreme values : Mode does not take into account the extreme values and is not suitable for a series where extreme values are also to be given importance.
(v) Affected by magnitude of class interval : It is affected by magnitude of class interval and changes with the change of magnitude of class interval.
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Define Correlation.
What is perfect correlation?
What is the maximum extent of correlation?
What is perfect correlation ?
Explain relative position of mean, median and mode in a normal distribution and skewed distribution with the help of diagram.
Comment on the applicability of mean, median and mode.
Explain the process of computing Standard Deviation with the help of an imaginary example.
Which measures of dispersion is the most unstable statistic and why?
Write a detailed note on the degree of correlation.
What are various steps for the calculation of rank order correlation?
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