Question: Write a python program to generate data that uses the sum of a random variable (which has a Gaussian distribution) and a 4th degree polynomial

Write a python program to generate data that uses the sum of a random variable (which has a Gaussian distribution) and a 4th degree polynomial equation (3x^4 + x^3 + 3x^2 + 4x + 5) using least squares polynomial fit, curve the generated data using a model until your model can accurately predict all values.

Step by Step Solution

There are 3 Steps involved in it

1 Expert Approved Answer

Step: 1 Unlock blur-text-image

Question Has Been Solved by an Expert!

Get step-by-step solutions from verified subject matter experts

Step: 2 Unlock

Step: 3 Unlock

Students Have Also Explored These Related Databases Questions!

Write python code for the following 1. Read and extract data from the file studentdata.csv (file below) Calculate the BMI using formula BMI=weight/(height)2. Create a plot of age versus BMI with...

Write a Python program to generate data that uses the sum of a random variable (which has a Gaussian distribution) and a 4th-degree polynomial equation (3x 4 +x 3 +3x 2 +4x+5). Using least squares...

Write a Python program to generate data that uses the sum of a random variable (which has a Gaussian distribution) and a 4th-degree polynomial equation (3x4+x3+3x2+4x+5). Using least squares...

Let X be a random variable with X~ N(, 02). The PDF of X is written explicitly as (2-) fx(x) = (1) (a) Let = 0 and o= 1 so that X ~ N(0,1). Plot fx (r) using matplotlib.pyplot.plot for the range...

MATHEMATICS FOR MACHINE LEARNING Marc Peter Deisenroth A. Aldo Faisal Cheng Soon Ong Contents Foreword 1 Part I Mathematical Foundations 9 1 Introduction and Motivation 11 1.1 Finding Words for...

Write 2 paragraphs about Macro risks and the term structure of interest rates article. No max word count, page count, or formatting requirements but has to be submit to my tutor's work as my own....

Math\t107-6381\t-\tQuiz\t#4\t-\tSchultz\t-\tDue\tFebruary\t21,\t2016\t-\tpage\t1\tof 3 Follow\tthese\tdirections\tcarefully. This\tquiz\tis\tdue\tby\t11:59\tEastern\ttime\ton\tFebruary\t21,\t2016. o...

(a) In SystemVerilog, what is the difference between: (i) The ternary operator ? and if...then...else statements? [2 marks] (ii) always_ff and always_comb? [2 marks] (iii) Blocking, non-blocking and...

Hi, math experts. I am recently learning from Pattern Recognition and Machine Learning, Chris Bishop. Please provide a detailed explainations briefly for the following sections. 1. Section 1.2.2...

Creating and Using Dynamic Arrays Manipulating Arrays Using Arrays as Formal Parameters Definition 1. A univariate polynomial is a mathematical expression in- volving a sum of powers in one variable...

The composition of timothy hay is 11.3% protein, 1.6% fat and 41% crude fiber (as-fed basis). How many pounds of protein, fat, and crude fiber are present in a ton of hay?

Locate the position of the collector plates for singly ionized ions with mass numbers 16, 17, and 18 that have been accelerated through a potential differ- ence of 2000 volts, after which they enter...

15. What is the decimal representation of each of the following signed binary numbers? a. 10110101 b. 00101010 c. 11110000

Seved Help 14 Wisconsin Snowmobile Corp. is considering a switch to level production Cost efficiencies would occur under level production, and aftertax costs would decline by $31,500, but inventory...

Assume that the banking system has total reserves of $100 billion. Assume also that required reserves are 10 percent of checking deposits and that banks hold no excess reserves and households hold no...

As shown in Figure 3, the overall labor-force participation rate of men declined between 1970 and 2000. At the same time, the labor-force participation rate of women increased sharply. This overall...

The Bureau of Labor Statistics announced that in February 2008, of all adult Americans, 145,993,000 were employed, 7,381,000 were unemployed, and 79,436,000 were not in the labor force. Use this...