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A: Dear learner , hope you are doing well , I will try my best to answer this question. Thank You!!!
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Using Java
create a computer program that will perform any or a combination of numerical methods y. For example, a program that do regression analysis, outputs a linear model and determine the correlation.
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- Assume a very good NBA team has a 70% chance of winning in each game it plays. Use simulation to answer these questions, where each iteration of the simulation generates the outcomes of all 82 games. Use simulation with 10,000 iterations to answer the questions. For part a, write your numerical answer with no decimal or commas (e.g., if your computed answer is 101,021.128, write your answer as 101021). For part b, write your probability answer to two decimal places with a leading 0 (e.g., write a probability of 90.02% as 0.90). a. During an 82-game season what is the average length of the team's longest winning streak? The average length of the winning streak is . b. What is the probability that the team has a winning streak of at least 16 games? The probability isPython This simulates the population of fish. Use this to generate a plot with a numerical solution and the exact solution on the same plot axes for model parameters, P_m = 20,000 fish with a birth rate of b=6%, a harvesting rate of h=4%, a change in t=0.5 and y_0=5000Write a program in Matlab that asks the user to type a square matrix and that: -verifies if the matrix is squared or not, if not, it asks the user to type a square matrix -Shows a message to say if the matrix is reversible or not -Shows the average of the matrix's values (without using the average function but a loop) -Shows the higher value of the reversed matrix (if possible) (without using the max function but a loop)
- The Monte Carlo method is used in modeling a wide-range of physical systems at the forefront of scientific research today. Monte Carlo simulations are statistical models based on a series of random numbers. Let's consider the problem of estimating Pi by utilizing the Monte Carlo method. Suppose you have a circle inscribed in a square (as in the figure). The experiment simply consists of throwing darts on this figure completely at random (meaning that every point on the dartboard has an equal chance of being hit by the dart). How can we use this experiment to estimate Pi? The answer lies in discovering the relationship between the geometry of the figure and the statistical outcome of throwing the darts. Let's first look at the geometry of the figure. Let's assume the radius of the circle is R, then the Area of the circle = Pi * R^2 and the Area of the square = 4 * R^2. Now if we divide the area of the circle by the area of the square we get Pi / 4. But, how do we estimate Pi by…The average of a step function computed with the definite integral matches the average computed in the usual way. Test this in the following situations by finding the average of the values directly, and then as the integral of a step function. Suppose a math class has four equally weighted tests. A student gets 60 on the first test, 70 on the second, 80 on the third, and 90 on the last.A man given a task to get the height of vertical trees in a garden. We have to see how we can help him programmatically if we have few of the parameters. The man is able to measure the angle of elevation of the top of the tree from his measuring instrument. The measuring instrument is 1-8m above ground level. When the man is standing 19m from the base of the tree, the angle he measures is 56°. With the help of given parameters we can find the height of the tree is 29.97m (taking the nearest ciel value it will be 30m) Function Description Complete the function getHeightOfTree in the editor below. The function must state what must be returned or printed. functionName has the following parameter(s): angle: this is an integer dist: this is an float Consider showing the result in ceil value. Height or Distance are given in meters. Constraints • angle should be an positive integer, and it cannot be greater than or equal to 90 degree. • Instrument height is constant, i.e. 1.8m • dist is a…
- What is the probability that in a classroom of x people, at least 2 will be born on the same day of the year (ignore leap year)? Use a Monte Carlo Simulation and a frequency table to write a program that calculates this probability, where the number of people (x) in the simulated class is given by the user. The probability for a class of size 23, should be right around 50%. NO language of "break" or "true" please! Please use the outline given below for the code:vvvHarry has a big wall clock, that got hit while he was playing. Now, the minute hand doesn't rotate by the angle 2π/3600 each second, but now it moves according to different angle x. You can assume that coordinates of the centre of the clock are (0, 0) and the length of the minute hand is l. One endpoint of the minute hand is always located at the clock centre; the other endpoint is initially located at the point (0, l). One second later, Harry observes that this endpoint is at distance d above the x-axis, i.e., the y-coordinate of this endpoint is equal to d. Harry is curious about where the minute hand will be (specifically, its y-coordinate) after t seconds. Because t can be very large, Harry can't wait for that moment. Please help him to write a python code that prints a single line containing the output.Input: 4 2 2Output4Harry has a big wall clock, that got hit while he was playing. Now, the minute hand doesn't rotate by the angle 2π/3600 each second, but now it moves according…What is the probability that in a classroom of x people, at least 2 will be born on the same day of the year (ignore leap year)? Use a Monte Carlo Simulation and a frequency table to write a program that calculates this probability, where the number of people (x) in the simulated class is given by the user. The probability for a class of size 23, should be right around 50%. NO language of "break" or "true" please! PLEASE USE THE OUTLINE GIVEN BELOW TO WRITE THE CODE: # What is the probability that in a classroom of x people, at least 2 will be born on the same day of the year (ignore leap year)?# I have given you the skeleton and some of the code... you complete it using a frequency table!# Note: In a classroom of only 23 people, the probability is about 50.7% !# Try first with 10000 trials and then try with 100000 trials. This code runs somewhat slowly in repl.it import mathimport random # create and initialize frequency table:ft = []k = 0while(k < 365) : ft.append(0) k = k+1…
- Implement a Matlab function called newtons Method that uses Newton's method to solve f(x) = 0 given an initial guess To. The inputs to your function should include the initial guess To, a convergence tolerence €, and a maximum number of steps (since Newton's Method does not always converge), and can use the function f(x) and the Jacobian J(x). The output should include a flag indicating success or failure, the solution æ* that satisfies ||f(x*)|| ≤ e in the event of success, and the number of steps required for convergence. Test your function with € = 10-10 by finding the four solutions to the example from lecture 15, that is, to f(x) = 0 where € 50 4 3 in the set S = {(₁, ₂) € R² : -5 ≤ x ≤ 5, -5 ≤ x2 ≤ 5}. Use the following plot from Module 8 to obtain your initial guesses. 2 1 0 -1 -2 -3 -4 5 f(x) = -5 4 [f₁(x)] x² + x₁x²-9 [3x²x₂x² - 4 [f₂(x)] -3 • z}+z₂+x² -2 = -1 0 1 N +3₂ 3 4 5You are given two sets of numbers: X=-3 -2 -1 0 1 2 3 y=-9-7-5-3-1 13 Create a machine learning model that figures out what matches these numbers to each other. Consider X to be the independent variable and y the dependent variable. Once the matching is done, predict the value of y for X = 5 Create a program with Pythonusing python Develop a simulation and visualization of a pit viper hunting for food in a cool environment. Have one rodent moving and resting at random. Most mammals have an average body temperature of around 37 ºC. For example, the normal body temperature of a rabbit is 38.3 ºC, and that of a laboratory ’“use is 36.9 ºC. Have one pit viper that tends to move toward warmth. In the case of the same temperature in all neighboring cells, the snake selects a direction at random.