+61-413 786 465

[email protected]

## Engineering

 Civil Engineering Chemical Engineering Electrical & Electronics Mechanical Engineering Computer Engineering Engineering Mathematics MATLAB Other Engineering Digital Electronics Biochemical & Biotechnology

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.

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

### Question a safe prime is a prime number that can be written

Question : A safe prime is a prime number that can be written in the form 2p + 1 where p is also a prime number. Write a MATLAB script file that finds and displays all safe primes between 1 and 1000.

### Question 1 manipulate spectral imagehyperspectral images

Question 1. Manipulate spectral image Hyperspectral images can be seen as a generalisation of normal colour images such as RGB images. In a normal RGB colour image, there are 3 channels, i.e. channels for red colour, gre ...

### Assignment - matlab programmingusing appropriate matlab

Assignment - MatLab Programming Using appropriate MatLab syntax, write the code required to analyse and display the data as per the problem description. The order of the MatLab Program should be as follows: Variables and ...

### Suppose that a student has the option of enrolling for a

Suppose that a student has the option of enrolling for a single elective during a term. The student must select a course from a limited list of options: "English, " "History, " "Biology, " "Computer, " or "Math." Constru ...

### Assignment details -need to write a code for connecting

Assignment Details - Need to write a code for connecting segments (Lines) a special case of TSP. The problem is to connect lines in 2d/ 3d space with path obstructions. Can you help me write the code for this? Hope you m ...

### Assignment matlab programmingusing appropriate matlab

Assignment: MatLab Programming Using appropriate MatLab syntax, write the code required to analyse and display the data as per the problem description. The order of the MatLab Program should be as follows: Variables and ...

### Assignment -data is given on which want to do computational

Assignment - Data is given on which want to do computational production planning using Metaheuristic MATLAB Programming: 1) Ant Colony Algorithm on both Partial and Total Flexible Problem. 2) Bee Algorithm on both Partia ...

### Suppose that you have used some concept learning algorithm

Suppose that you have used some concept learning algorithm to learn a hypothesis h1 from some training data. You are interested in knowing the accuracy that the hypothesis can be expected to achieve on the underlying pop ...

### Assignment -we have daily gridded rainfall data of 40 years

Assignment - We have daily gridded rainfall data of 40 years and structure of the dataset is like below; Lat = [6.5:0.25:38.5]; Lon = [66.5:0.25:100]; Rainfall (135x129x365x40) (Lon, Lat, days, years). Now, we looking fo ...

### Recitation problems -1 determine the highest real root of

Recitation Problems - 1. Determine the highest real root of f(x) = 2x 3 - 11.7x 2 + 17.7x - 5 using the Newton-Raphson method with at least four iterations. Start with an initial guess of x 0 = 3. 2. Determine the real r ...

• 13,132 Experts

## 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.

### Why might a bank avoid the use of interest rate swaps even

Why might a bank avoid the use of interest rate swaps, even when the institution is exposed to significant interest rate

### Describe the difference between zero coupon bonds and

Describe the difference between zero coupon bonds and coupon bonds. Under what conditions will a coupon bond sell at a p

### Compute the present value of an annuity of 880 per year

Compute the present value of an annuity of \$ 880 per year for 16 years, given a discount rate of 6 percent per annum. As

### Compute the present value of an 1150 payment made in ten

Compute the present value of an \$1,150 payment made in ten years when the discount rate is 12 percent. (Do not round int

### Compute the present value of an annuity of 699 per year

Compute the present value of an annuity of \$ 699 per year for 19 years, given a discount rate of 6 percent per annum. As