Problem 52
Question
If the mean deviation of the numbers \(1,1+\mathrm{d}, \ldots, 1+100 \mathrm{~d}\) from their mean is 255 , then a value of \(\mathrm{d}\) is : [Online April 9, 2016] (a) \(10.1\) (b) \(5.05\) (c) \(20.2\) (d) 10
Step-by-Step Solution
Verified Answer
The value of \(d\) is 10.1.
1Step 1: Understand the Problem
We need to find the value of \(d\) for the sequence \(1, 1+d, 1+2d, \ldots, 1+100d\) given that the mean deviation of these numbers from their mean is 255.
2Step 2: Calculate the Mean of the Sequence
The sequence contains 101 terms. The last term is \(1+100d\). The mean \(M\) of the sequence is given by:\[ M = \frac{1 + (1 + 100d)}{2} = \frac{2 + 100d}{2} = 1 + 50d.\]
3Step 3: Find the Mean Deviation Formula
The mean deviation (MD) from the mean for the sequence is given as sum of absolute deviations divided by number of terms:\[ MD = \frac{1}{101} \sum_{i=0}^{100} |(1 + id) - (1 + 50d)|.\] This simplifies to:\[ MD = \frac{1}{101} \sum_{i=0}^{100} |id - 50d| = \frac{1}{101} \sum_{i=0}^{100} d|i - 50|.\]
4Step 4: Simplification of Mean Deviation
Simplifying the absolute deviation sum for two cases - when \(i \leq 50\) and when \(i > 50\), the sums become symmetric. Both parts will have an equal sum, so it's sufficient to calculate from \(0\) to \(50\) and then multiply by 2. Thus: \[\sum_{i=0}^{100}|i - 50| = 2 \times \sum_{i=0}^{50} (50-i).\]
5Step 5: Calculate Sum of Differences
The sum \(\sum_{i=0}^{50} (50-i)\) is a simple arithmetic series, calculated as follows:\[\sum_{i=0}^{50} (50-i) = \sum_{i=0}^{50} i = \frac{50 \times 51}{2} = 1275.\] Therefore, the total sum for all differences is \(2 \times 1275 = 2550.\)
6Step 6: Find d Using Mean Deviation
Given the MD formula from Step 3, \[\text{MD} = \frac{d \times 2550}{101} = 255.\] Solving for \(d\), \[d = \frac{255 \times 101}{2550} = 10.1.\]
7Step 7: Value Selection from Given Options
Among the options, \(d = 10.1\) corresponds to option (a).
Key Concepts
Arithmetic SequencesMean of a SequenceAbsolute Deviation
Arithmetic Sequences
Arithmetic sequences are a type of mathematical sequence where the difference between consecutive terms is constant. This difference is called the "common difference" and is typically represented by the letter \(d\). For example, in the sequence given in the exercise, which is \(1, 1+d, 1+2d, \ldots, 1+100d\), the common difference \(d\) is the same throughout.
- The first term of an arithmetic sequence is usually denoted as \(a\).
- The \(n\)-th term \(a_n\) can be expressed as \(a + (n-1)d\).
Mean of a Sequence
The mean of a sequence, also known as the average, is simply the sum of all terms divided by the number of terms. For our arithmetic sequence \(1, 1+d, 1+2d, \ldots, 1+100d\), finding the mean can be straightforward if you know the general formula:
Calculating the mean is crucial because it becomes a reference point for measuring how "spread out" the sequence's terms are from this central value.
- First, find the mean formula: \( M = \frac{1 + (1 + 100d)}{2}\)
Calculating the mean is crucial because it becomes a reference point for measuring how "spread out" the sequence's terms are from this central value.
Absolute Deviation
Absolute deviation refers to the absolute differences between each term in a data set and a central value, typically the mean. The mean deviation, in particular, is the average of these absolute deviations and provides a measure of dispersion within the sequence.
\[ \text{MD} = \frac{1}{101} \sum_{i=0}^{100} |i d - 50d| \] Understanding absolute deviation helps in grasping how widely the terms are distributed around the mean, indicating the variability within the sequence.
- For instance, in our sequence \(1, 1+d, 1+2d, \ldots, 1+100d\), the mean is \(1 + 50d\).
- The deviations are calculated as \( |x_i - (1 + 50d)| \) where \(x_i\) are the sequence terms.
\[ \text{MD} = \frac{1}{101} \sum_{i=0}^{100} |i d - 50d| \] Understanding absolute deviation helps in grasping how widely the terms are distributed around the mean, indicating the variability within the sequence.
Other exercises in this chapter
Problem 50
If the standard deviation of the numbers \(2,3, \mathrm{a}\) and 11 is 3.5, then which of the following is true? (a) \(3 \mathrm{a}^{2}-34 \mathrm{a}+91=0\) (b)
View solution Problem 51
The mean of 5 observations is 5 and their variance is 124 . If three of the observations are 1,2 and 6 ; then the mean deviation from the mean of the data is :
View solution Problem 53
The variance of first 50 even natural numbers is [2014] (a) 437 (b) \(\frac{437}{4}\) (c) \(\frac{833}{4}\) (d) 833
View solution Problem 54
Let \(\overline{\mathrm{x}}, \mathrm{M}\) and \(\sigma^{2}\) be respectively the mean, mode and variance of \(n\) observations \(x_{1}, x_{2}, \ldots, x_{n}\) a
View solution