Question 2. Use composition approach to simulate the following distribution ? = 0.3?1 + 0.7?2, where ?1 follows a geometric distribution with mean 2 and ?2 follows a Bernoulli distribution with mean 0.1. Write Python code with ? = 10^6. Use the random seed 0. Compute the simulated mean.
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Question 2. Use composition approach to simulate the following distribution
? = 0.3?1 + 0.7?2,
where ?1 follows a geometric distribution with mean 2 and ?2 follows a Bernoulli distribution
with mean 0.1. Write Python code with ? = 10^6. Use the random seed 0. Compute the
simulated mean.
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- Question 2. Use composition approach to simulate the following distributionP = 0.3p1 + 0.7p2,where p1 follows a geometric distribution with mean 2 and p2 follows a Bernoulli distributionwith mean 0.1. Write Python code with n = 10^6. Use the random seed 0. Compute thesimulated mean. # use SpyderNOTE: WRITE IN C# Write a distributed probability random number generator using one of the probability sampling methods (like rejection sampling). Explain the codes and the sampling implementation in detail. Example: İnputs : (3, 0.4) (5, 0.5) Output: Generated random number is 3, it has %40 probability Generated random number is 5, it has %50 probability NOTE: WRITE IN C# NOTE: MAKE A GENERIC SOLUTION THAT APPLIES FOR ANY GIVEN NUMBER AND PROBABILITY. NOT JUST BASED ON THIS EXAMPLE !!!A matrix's trace is equal to its trace transposed. The diag method of Numpy may be used to extract the elements along the diagonal of a square matrix. Retrieving data from diagonals above or below the primary diagonal is possible using the optional parameter k. The call trace, just like in Python programming, may be used to get a matrix's trace.
- 1. fInd the average win and lose rate of the craps game 2. Find the Mean, Median, and mode of how long a player takes until he wins and loses a game. Basically find out how long each game lasts. With mean, median, and mode. This code is for python and its for the craps game. Below is the code I have so far. import randomimport sysimport matplotlib.pyplot as pltimport pandas as pddef roll_dice():die1 = random.randrange(1, 7)die2 = random.randrange(1, 7)return (die1, die2)def display_dice(dice):die1, die2 = diceprint(f'Player rolled {die1} + {die2} = {sum(dice)}')# List that stores number of wins on every rollwinList = []# List that stores number of losses on every rolllossList = []# List that stores label indexes of horizontal bar plotylabel = []# 1# number of games of crapsn = int(input("Enter number of games: "))# Iterating 13 times# Because it is mentioned in the question that plot should have 13# horizontal bars for wins, and 13 horizontal bars for losses.for roll in…Need help in python. Problem: 2D random walk. A two dimensional random walk simulates the behavior of a particle moving in a grid of points. At each step, the random walker moves north, south, east, or west with probability 1/4, independently of previous moves. Compose a program that takes a command-line argument n and estimates how long it will take a random walker to hit the boundary of a 2n+1-by-2n+1 square centered at the starting point. //Given codeImport stdioImport randomImport sysn = int(sys.argv[1])//write code herestdio.write('The walker took ')stdio.write(c)stdio.writeln(' steps')In Python, Compute the: sum of squares total (SST), sum of squares regression (SSR), sum of squares error(SSE), and the r, R^2 values. You can use the sum() and mean() built-in functions. Here are the x and y values to use. x = [-5,-1,3,7,5,10] y = [-10,-3,5,8,7,10]
- Use java only. And aswer all tascs Write a program to compute lines equation for a set of lines. The number of lines is read from the user. Each line is computed by generating two points randomly using Point2D API. In addition, distance between two points is computed. The program should display a table which include all information about each line. See sample runs below. Take into consideration: 1. Number of generated lines should be greater than zero. 2. Two point objects are constructed only once. Then just update the location of two points for each line using Point2D API methods. 3. x and y values of each point are generated randomly to be less than 100 and greater than 0. 4. Compute the distance between two points using Point2D API methods. 5. A line has two special cases: horizontal line (m = 0), vertical line( m is undefined).Use Python & Don't use any python Library. You can use Random.randint() only. 3. Suppose you have been hired to develop a musical chair game. In this game there will be 7 participants and all of them will be moving clockwise around a set of 7 chairs organized in a circular manner while music will be played in the background. You will control the music using random numbers between 0-3.lf the generated random number is 1, you will stop the music and if the number of participants who are still in the game is n, the participants at position (n/2) will be eliminated. Each time a participant is eliminated, a chair will be removed and you have to print the player names who are still in the game. The game will end when there will be only one participant left. At the end of the game, display the name of the winner. [Hint: You will need to invoke a built-in method to generate a random number between 0 (inclusive) to 3 (inclusive)]1. Your Python code: def BaumWelch(N,A,B,Pi,T) : Where: N: Number of model states A: Transition probability matrix Pi: Initial state probability matrix Return re-estimated A, B and Pi matrices B: Output probability matrix T: Training data 2. 3. 4. return [A,B,Pi] # Trained Model Notes: Your code must be original work - That is: it must not be a copy of code found online. Submit your python code in a separate file named "viterbi_.py" As Outlook filters out executable files, submit your work in a .zip file A write-up describing the Baum-Welch algorithm and your implementation of it Note: Be sure to list all references 1. 2. 3. Your hand calculations for the first observation vector A sample run for each of the three observation vectors Note: Your sample run for the 1st two observation vectors must match your hand calculations.
- Python programming: fanis chose to visit his uncle's ranch. There are s animals and n animal pens on the him. For utility reason, creature pens are built in one line. Uncle let Theofanis know that a ranch is fortunate on the off chance that you can disseminate all animals in all pens so that there are no unfilled pens and there is something like one ceaseless section of pens that has precisely k animals altogether. In addition, a ranch is great in case it's fortunate for any conveyance without void pens. Neither Theofanis nor his uncle knows whether their ranch is great or not. Would you be able to take care of them to figure it? information :The primary line contains a solitary integer t (1≤t≤105) — the quantity of experiments. The sole line of each experiment contains three integers s, n, and k (1≤s,n,k≤1018; n≤s). Output: For each experiment, print YES (case-unfeeling), if the homestead is great, or NO (case-heartless) in any caseNeed Python Solution Ramesh, Suresh, Mahesh, and Mukesh moved to a new town and searched for accommodations. Now this city is unlike any other city. This city is an apartment matrix and there are no roads. The only way to get around is through houses. If one of the friends passes the apartment once, the party will have to pay its full rent. From the apartment, you can go to the houses to the North, South, East, or West. Since Ramesh, Suresh, Mahesh, and Mukesh are best friends, they want to meet at least once a month. Also, all four are superstitious, so Ramesh goes West only, Suresh goes North only, Mahesh goes East only, and Mukesh goes South only. Any number of people can live in any apartment. The cost of all housing in the city is provided, some of which may be negligible. Negative costs mean that if a friend lives in or moves out of the apartment, the party will be paid an amount equal to the cost dispute. Now the goal of these four friends is to earn enough money to live in the…1. fInd the average win and lose rate of the crabs game 2. Find the Mean, Median, and mode of how long a player takes until he wins and loses a game.Basically find out how long each game lasts. With mean, median, and mode. This code is for python and its for the craps game. Below is the code I have so far. import randomimport sysimport pandas as pddef roll_dice():die1 = random.randrange(1, 7)die2 = random.randrange(1, 7)return (die1, die2)def display_dice(dice):die1, die2 = diceprint(f'Player rolled {die1} + {die2} = {sum(dice)}')# List that stores number of wins on every rollwinList = []# List that stores number of losses on every rolllossList = []# List that stores label indexes of horizontal bar plotylabel = []# 1# number of games of crapsn = int(input("Enter number of games: "))# Iterating 13 times# Because it is mentioned in the question that plot should have 13# horizontal bars for wins, and 13 horizontal bars for losses.for roll in range(13):ylabel.append('Roll ' + str(roll +…
