A frequency distributiona)Arranges observations in an increasing order...
ANSWER
A frequency distribution is a representation, either in a graphical or tabular format, that displays the number of observations within a given interval. The interval size depends on the data being analyzed and the goals of the analyst. The intervals must be mutually exclusive and exhaustive. Frequency
distributions
are typically used within a statistical context. Generally, frequency distribution can be associated with the charting of a
normal distribution
.
View all questions of this test
A frequency distributiona)Arranges observations in an increasing order...
Frequency distribution is an important tool in statistics which helps in organizing and summarizing large amounts of data. It arranges observations in a systematic manner and presents them in a tabular form. The correct option for the given question is D, i.e., all these. Let us understand each option in detail.
a) Arranges observations in an increasing order
This means that the observations are arranged from the smallest to the largest value. This is done to get a clear understanding of the data and to identify any patterns or trends. For example, if we have a data set of exam scores of 10 students, we can arrange them in an increasing order to see the range of scores and identify any outliers.
b) Arranges observation in terms of a number of groups
This means that the observations are grouped into categories or intervals. This is done when the data is too large or continuous to be presented in a simple tabular form. For example, if we have a data set of ages of a population, we can group them into intervals of 0-10, 11-20, 21-30, and so on. This helps in getting a better understanding of the age distribution of the population.
c) Relates to a measurable characteristic
This means that the data being presented is related to a measurable characteristic such as height, weight, age, income, etc. This characteristic can be measured quantitatively or qualitatively. For example, if we have a data set of heights of 100 individuals, we can present it in a frequency distribution table to see how many individuals fall into each height interval.
Therefore, a frequency distribution arranges observations in an increasing order, arranges observation in terms of a number of groups, and relates to a measurable characteristic.
To make sure you are not studying endlessly, EduRev has designed CA Foundation study material, with Structured Courses, Videos, & Test Series. Plus get personalized analysis, doubt solving and improvement plans to achieve a great score in CA Foundation.