Ask Question, Ask an Expert

+1-415-315-9853

info@mywordsolution.com

Ask MATLAB Expert

Introduction and Purpose:

You have been introduced to a number of probability distributions. You have also learned that modeling any system (such as a communication system), needs the analysis of the input data. Random variables play an important role in the development of a model as they represent the input(s) to the modeled system. In order to use random variables in the modeling process, they need to be analyzed and tested to verify that they represent a close fit to the real-world input. In order to do that, a ‘Goodness of Fit’ test is applied to the data sample in order to accept or refuse a certain hypothesis. A hypothesis, usually states that a specific data sample conforms to a certain probability distribution. The main purpose of this assignment is to find out via statistical analysis the probability distribution of the numerical data contained in a *.csv (comma separated) file.

Minimum objectives:

1) Read the ‘data.csv’ file into MATLAB using the csvread(‘filename’) function and save the data to a variable.

2) Compute the mean and standard deviation using your own custom functions and then verify these values by using the functions built into MATLAB.

3) Create a q-q plot of the data using the qqplot(x) function.

4) From the q-q plot, guess the probability distribution and then create data in a variable of that distribution type with around the same number of elements.

5) Complete a regression analysis and find out the equation of the line.

6) Report on all your findings.

Additional objectives:

1) Make a custom Chi-Square function in MATLAB.

2) Carry out a Chi-Square analysis of the data.

3) Report on all your findings.

Deliverables:

An individual report (times new roman pt 12, single lined spaced) which outlines your solution and the development of your MATLAB simulation. It must include as a minimum an explanation of your MATLAB implementation, screen captures of MATLAB plots, a plot of the sample distribution and any functions you have developed in appendices. The report must approximate the given structure: Title page, Contents page, List of figures, Introduction, MATLAB Implementation, Conclusions and Appendices (make sure all MATLAB code is clearly available in appendices).

MATLAB, Engineering

  • Category:- MATLAB
  • Reference No.:- M9596

Have any Question? 


Related Questions in MATLAB

Algorithms assignmentthe following 3 tasks are to be

Algorithms Assignment The following 3 tasks are to be completed for Homework 1 - using the following MATLAB syntax for the script file "bike.m" 1) Write additional syntax to create an INPUT variable named time and prompt ...

Qestion 11 introductionmeasurements have been made of a

Question 1: 1 Introduction: Measurements have been made of a cantilever beam's deflection (stored in the file ass2q1in.csv). You must determine what type of loading has been applied and the magnitude of the load. There a ...

Question 11 introductionmeasurements have been made of a

Question 1: 1 Introduction: Measurements have been made of a cantilever beam's deflection (stored in the file ass2q1in.csv). You must determine what type of loading has been applied and the magnitude of the load. There a ...

Pre-labobjectiveslearn how to use various matlab built-in

Pre-Lab Objectives ? Learn how to use various MATLAB built-in functions ? Become familiar with vector and matrix multiplication in MATLAB The input function is a MATLAB built-in function that allows a program to accept u ...

1obtain the uncoded ber performance of bpsk modulation over

1. Obtain the uncoded BER performance of BPSK modulation over AWGN and Rayleigh fading channels through computer simulation. Select a suitable range of Eb/NO so that you obtain the BER in the range of (approximately) 10 ...

Consider the signal vt given belowwrite a matlab script to

Consider the signal v(t) given below. Write a MATLAB script to do the following (a) Display v(t) and v(2t-1) in window 1 by using subplot. (b) Display both the even component and odd component of v(t) in window 2 by usin ...

Assignment - instructions for the overall material

Assignment - Instructions for the Overall Material Balance Work with your learning pod to perform an overall material balance for fuel-grade ethanol production.  This balance is much simplified, but will help you to revi ...

Project 1complete parts 1a 1b and 1cprepare a report

Project 1 Complete parts 1A, 1B, and 1C Prepare a report describing your steps and results Send by email a zip or rar file that contains the report and all MATLAB files you have used. Project 1A: In this project, we cons ...

1 write a matlab script that will solve the system of

1. Write a Matlab script that will solve the system of linear equations shown below. This can be done by solving for the vector of unknowns (X) in the equation AX=B where A is the coefficient matrix and B is the vector o ...

Discrete communicationsobjectiverevision of fundamental

Discrete Communications Objective: Revision of fundamental concepts and demonstration of necessary foundation skills. Assessment: The assignment will comprise 20% of your final mark and all ten problems will be of equal ...

  • 4,153,160 Questions Asked
  • 13,132 Experts
  • 2,558,936 Questions Answered

Ask Experts for help!!

Looking for Assignment Help?

Start excelling in your Courses, Get help with Assignment

Write us your full requirement for evaluation and you will receive response within 20 minutes turnaround time.

Ask Now Help with Problems, Get a Best Answer

A cola-dispensing machine is set to dispense 9 ounces of

A cola-dispensing machine is set to dispense 9 ounces of cola per cup, with a standard deviation of 1.0 ounce. The manuf

What is marketingbullwhat is marketing think back to your

What is Marketing? • "What is marketing"? Think back to your impressions before you started this class versus how you

Question -your client david smith runs a small it

QUESTION - Your client, David Smith runs a small IT consulting business specialising in computer software and techno

Inspection of a random sample of 22 aircraft showed that 15

Inspection of a random sample of 22 aircraft showed that 15 needed repairs to fix a wiring problem that might compromise

Effective hrmquestionhow can an effective hrm system help

Effective HRM Question How can an effective HRM system help facilitate the achievement of an organization's strate