Choose a mean n and a standard deviation o for a Normal random variable X and explain how you can find P(X ≤ n+20) using: Excel ● Matlab
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![Choose a mean n and a standard deviation o for a Normal random variable X and explain how
you can find P(X ≤ 7+20) using:
Excel
Matlab](/v2/_next/image?url=https%3A%2F%2Fcontent.bartleby.com%2Fqna-images%2Fquestion%2F849e5485-20b4-41c2-a17a-fc3a7ccd78d4%2F16d49349-8f7f-415d-bc47-ef16d51bf6c2%2Fxpdim6p_processed.jpeg&w=3840&q=75)
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- Please help step by step with an explanation for Program R (CS) with a final code for understanding thank you.Please written by computer sourceUsing the Gaussian Probability Density function write a function that will calculate the probability that variable x will be in the range µ − ασ < x < µ + ασ, where α is some multiple of the variance.
- Suppose for a random variable X that E(X) = 5 and Var(X) = 3 . What is E((x+3) 2) ?Consider the same house rent prediction problem where you are supposed to predict price of a house based on just its area. Suppose you have n samples with their respective areas, x(1), x(2), ... , x(n), their true house rents y(1), y(2),..., y(n). Let's say, you train a linear regres- sor that predicts f(x()) = 00 + 01x(e). The parameters 6o and 0, are scalars and are learned by minimizing mean-squared-error loss with L2-regularization through gradient descent with a learning rate a and the regularization strength constant A. Answer the following questions. 1. Express the loss function(L) in terms of x), y@), n, 0, 01, A. 2. Compute L 3. Compute 4. Write update rules for 6, and O1For all positive numbers aaand bbwith a>ba>b, ln(a−b)=ln(a)/ln(b)ln(a−b)=ln(a)/ln(b) True or false
- Correct answer will be upvoted else Multiple Downvoted. Computer science. There are n+2 towns situated on an arrange line, numbered from 0 to n+1. The I-th town is situated at the point I. You fabricate a radio pinnacle in every one of the towns 1,2,… ,n with likelihood 12 (these occasions are autonomous). From that point forward, you need to set the sign power on each pinnacle to some integer from 1 to n (signal powers are not really the equivalent, yet in addition not really unique). The sign from a pinnacle situated in a town I with signal power p arrives at each city c to such an extent that |c−i|<p. Subsequent to building the pinnacles, you need to pick signal powers so that: towns 0 and n+1 don't get any transmission from the radio pinnacles; towns 1,2,… ,n get signal from precisely one radio pinnacle each. For instance, if n=5, and you have assembled the pinnacles in towns 2, 4 and 5, you might set the sign force of the pinnacle around 2 to 2, and the sign…Considering the function f(x) = x – cos(x), what is the value of x7 after performing fixed point iteration. Assume an initial guess of 1. Use the equation form that will seem fit according to the choices provided.Group of answer choices 0.72210 0.71537 0.76396 0.72236The task is to implement density estimation using the K-NN method. Obtain an iidsample of N ≥ 1 points from a univariate normal (Gaussian) distribution (let us callthe random variable X) centered at 1 and with variance 2. Now, empirically obtain anestimate of the density from the sample points using the K-NN method, for any valueof K, where 1 ≤ K ≤ N. Produce one plot for each of the following cases (each plotshould show the following three items: the N data points (instances or realizations ofX) and the true and estimated densities versus x for a large number – e.g., 1000, 10000– of discrete, linearly-spaced x values): (i) K = N = 1, (ii) K = 2, N = 10, (iii) K = 10,N = 10, (iv) K = 10, N= 1000, (v) K = 100, N= 1000, (vi) K = N = 50,000. Pleaseprovide appropriate axis labels and legends. Thus there should be a total of six figures(plots),
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