Let the bias be the probability of turning up a head and denoted by the parameter q.
If we use a coin with the bias specified by q to conduct a coin flipping process d times, the outcome will be a sequence of heads and tails.
Then the probability - where nH is the number of heads turned up during d trials.
Now using such a simulated coin with q = ½ to conduct the experiments based on a sequence of outcomes generated by the random generator from computer.
For example, if the number generated by the random generator is less than 1/2, it assigned to be 0; otherwise, it will be assigned 1.
I would like to perform the Matlab programming with certain parameters for the Pattern Recognition (such as Binomial Distribution) as below -
(1) d = 100 and n =100 using a simulated coin with q = ¼ and ½.
(2) d = 10 and n =1000 using a simulated coin with q = ¼ and ½.
(3) d = 100 and n = 1000 using a simulated coin with q = ¼ and ½.
Kindly please provide your opinion and suggestion thus I will be able to improve my computing skills.
(The result of the execution from program will be drawn into histogram on the PowerPoint)
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