Report on Probability Distributions and their Functions
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Added on 2020-06-06
Report on Probability Distributions and their Functions
Added on 2020-06-06
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RESEARCH PAPER
TABLE OF CONTENTSTITLE..............................................................................................................................................1INTRODUCTION...........................................................................................................................11) PROBABILITY DISTRIBUTION CHANNEL..........................................................................12) CHANNEL DISTRIBUTION FUNCTIONS..............................................................................2a) Cumulative distribution function............................................................................................2b) Probability mass function.......................................................................................................3c) Probability density function....................................................................................................3d) Normal distribution.................................................................................................................4e) Binomial distribution..............................................................................................................5f) Poisson binomial distribution..................................................................................................53) CRITICAL EVALUATION........................................................................................................64) CONCLUSION...........................................................................................................................7REFERENCE...................................................................................................................................8
ILLUSTRATION INDEXIllustration 1: Probability Distribution channels..............................................................................4
TITLEReview and Evaluation of Probability Distribution Functions for CommunicationChannels.INTRODUCTIONPossible distribution refers as mathematical function that provides different possibilitiesof occurring several outcomes in any experiment. In this regard, variety of probabilities areobtained for choosing the best alternate out of several. The present report is based onunderstanding different probability distributions and their functions for communication channelsto share information through telecommunication and computer network. In this regard, differentfunctions as cumulative, probability density and probability mass can be described in brief withmathematical expressions. However, distribution channels' advantages, limitations and overallstudy is to be introduced. Thus, students are able to understand concept of probabilitydistribution channels in telecommunication sector through this assignment.1) PROBABILITY DISTRIBUTION CHANNELAccording to Yu and et.al., (2016) probability distribution channels are used in differentforms for estimation on variables and several tools. It is of two kinds as discrete and contributionprobabilities for occurring possibilities of outcomes. In discrete distribution channel, probabilityis created through coin toss, roll of dice etc. It comes under mass function that is also createdprobability on results and further decisions are made for distribution effectively. In order to this,possibilities are obtained for exchanging information and analysing methods for probabilitythrough tossing coin and throwing dice. While, on the other hand, in continuous distributionchannel, possibility on set of outcomes is done through real numbers like; temperature on givenday also covers under probability density function. Including this, normal distribution is relatedwith continuous probability distribution for assumptions on occurred outcomes. Similarly,multivariate normal distribution is used for multiple choices and alternatives. Therefore, differentkinds of probability channels are used in several ways for telecommunication channels linked toselecting the best alternative option as well method for sharing information.For example; in IT companies, analysing frequency of phone calls or contact mannerremains helpful for effective communication and increasing good understanding. As per thepoint of view of Yang, Liu and Zhou, (2014) different communication channels as verbal, non-1
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