$x_i$ 1 2 3 ... $n$ $f_i$ 1 $2^{-1}$ $2^{-2}$ ... $2^{-(n-1)}$
The problem asks us to find the value of the summation \(\sum_{i=1}^n x_i f_i\), where the terms \(x_i\) and \(f_i\) are defined as follows:
Let's write out the terms of the sum:
The summation \(S\) can be expressed as:
\(S = \sum_{i=1}^n x_i f_i = 1 \cdot (1) + 2 \cdot (2^{-1}) + 3 \cdot (2^{-2}) + \dots + n \cdot (2^{-(n-1)})\)This can be rewritten as:
\(S = 1 + \frac{2}{2} + \frac{3}{2^2} + \frac{4}{2^3} + \dots + \frac{n}{2^{n-1}}\)This series is an example of an arithmetico-geometric series. This type of series is the product of terms from an arithmetic progression and a geometric progression.
To find the sum \(S\), we can use a standard method for arithmetico-geometric series. Let the common ratio of the geometric part be \(r = \frac{1}{2}\).
Comparing our derived sum \(S = \frac{2^{n+1} - n - 2}{2^{n-1}}\) with the given options, we find it matches option 2.
What is the median height of the class?
What is the total number of students whose height is less than or equal to 165 cm?
The height which occurs most frequently in the class is
Methods of presentation of data are:
Consider 35 i.i.d. observations X1, X2, ...., X15 and Y1, Y2, ..., Y20. Let R be the Wilcoxon's rank sum statistic based on the ranks of the X' s in the combined sample. Then the expected value of R is
Let I, J > 5. Consider two-way ANOVA, where the observations satisfy the linear model
yij = α + βi + γj + εij, 1 ≤ i ≤ I, 1 ≤ j ≤ J
E(εij) = 0, Var(εij) = σ2, \(\sum_{i=1}^{!} β_i=\sum_{j=1}^j γ_j=0 .\)
In this set - up
Let X1,X2,...,Xn be a random sample from exponential distribution with mean θ. Which of the following is NOT a sufficient statistic for θ?
A newly developed algorithm for random number generation needs to be tested. The first step is to check whether the sequence of numbers generated can be considered a random sample from the uniform distribution on the interval (0, 1). Which of the following is an appropriate nonparametric test?