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1) In positively skewed distribution, which of the following
relationship exists:
a) The mean, median, and mode are all equal
b) The mean is larger than the median
c) The median is larger than the mean
d) The standard deviation must be larger than the
mean or the median
Correct Answer:
The correct answer is 'b'.
Explanation:
Positively skewed distributions are characterized by a tail that extends
toward the higher values. This means that there are some relatively large
values on the right side of the distribution that pull the mean in that
direction, causing it to be larger than the median. The median, being the
middle value of the dataset, is less affected by extreme values and tends to
be closer to the bulk of the data.
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2) When two coins are
tossed simultaneously, P (one head) is:
a) `1/4`
b) `2/4`
c) `3/4`
d) `4/4`
Correct Answer:
The correct answer is 'c'.
Explanation:
To find the probability of getting at most one head when two coins are
tossed, we can consider the possible outcomes:
Two tails: This outcome has a probability of `(1/2) * (1/2) = 1/4` since
each coin has a `1/2` probability of landing on tails.
One head and one tail: There are two possible ways this can occur: (head,
tail) or (tail, head). Each of these outcomes has a probability of `(1/2) *
(1/2) = 1/4`. So the total probability for this case is `1/4 + 1/4 =
1/2`.
Adding up the probabilities of the two favorable outcomes (getting two
tails and getting one head and one tail), we get:
Probability = `1/4 + 1/2 = 3/4`.
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3) A histogram is consisting of a set of adjacent rectangles whose
bases are marked off by:
a) Class Boundaries
b)Class Limits
c)Class Frequency
d)Class Marks
Correct Answer:
The correct answer is 'a'.
Explanation:
A histogram consists of a set of adjacent rectangles, where the bases of
these rectangles are marked off by class boundaries. Class boundaries define
the range of values that fall within each interval on the histogram. They
are usually positioned midway between the class limits (upper and lower
values of each interval). This helps in creating a clear representation of
the data's distribution and frequency within specific intervals.
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4) The middle value of an ordered array of numbers is the
a) Mean
b) Median
c) Mode
d) Midpoint
Correct Answer:
The correct answer is 'b'.
Explanation:
The middle value of an ordered array of numbers is the median. The median
is the value that separates the dataset into two equal halves, with half of
the values being greater than the median and half being less than the
median. It is different from the mean, which is the average of all the
values, and the mode, which is the value that appears most frequently in the
dataset.
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5) If Mean = 25 and S.D is 5 then C.V is:
a) 100%
b) 20%
c) 10%
d) 25%
Correct Answer:
The correct answer is 'b'.
Explanation:
The Coefficient of Variation (C.V.) is calculated as the ratio of the
standard deviation (SD) to the mean (M) and is typically expressed as a
percentage. The formula for C.V. is:
C.V. = (SD / M) * 100%
Given Mean (M) = 25 and Standard Deviation (SD) = 5:
C.V. = (5 / 25) * 100% = 20%
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6) you connect the mid-points of rectangles in a histogram by a series of
lines that also touches the x-axis from both ends, you will get:
a) Ogive
b) Frequency polygon
c) Frequency curve
d) Historigram
Correct Answer:
The correct answer is 'c'.
Explanation:
When you connect the mid-points of rectangles in a histogram by a
series of lines that also touch the x-axis from both ends, you obtain a
frequency polygon. This graphical representation helps to visualize the
distribution of data and its frequency in a more smoothed manner
compared to a histogram.
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7) Serious disadvantage of using range as a measure of dispersion is
that it is based on only:
a) Minimum Values
b) Maximum Values
c) Both Minimum and Maximum values
d) None of the above
Correct Answer:
The correct answer is 'c'.
Explanation:
The serious disadvantage of using the range as a measure of
dispersion is that it is based on both the minimum and maximum
values only. It doesn't take into account the distribution of the
data points between these two extreme values, which can lead to
misleading results, especially when there are outliers or when the
data isn't evenly spread out within the range.
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8) Frequency of a variable is always in:
a) Fraction form
b) Percentage form
c) Less than form
d) Integer form
Correct Answer:
The correct answer is 'd'.
Explanation:
The frequency of a variable, which represents the number of times a
particular value occurs in a dataset, is always expressed in integer
form. Fractions and percentages are not typically used to represent
frequency values, and "less than form" is not a common term in this
context.
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9) `5C_5` is equal to
a) 5
b) 1
c) 10
d) 24
Correct Answer:
The correct answer is 'b'.
Explanation:
The notation "5C_5" represents a combination, also known as "n
choose r," which calculates the number of ways to choose r items
from a set of n items without considering the order. In this
case, "5C_5" means choosing 5 items from a set of 5 items, which
is essentially choosing all the items. Since there's only one
way to choose all 5 items from the set of 5, the value is
1.
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10) Chebychev’s inequality does not hold for k = ?
a) 3
b) 2
c) 1
d) 0
Correct Answer:
The correct answer is 'd'.
Explanation:
Chebyshev's inequality does not hold for k = 0. Chebyshev's
inequality states that for any set of data and any value k
greater than 0, at least 1 - 1/k^2 of the data values will fall
within k standard deviations of the mean. However, when k is
equal to 0, the inequality doesn't make sense, as dividing by
zero is undefined.
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