Question

Use cubic regression to find a function that fits these points: (1,-1) (3,-13) (3,-45) (-1,11) ?xto3 + ?xto2 + ?x + ?

136

likes
682 views

Answer to a math question Use cubic regression to find a function that fits these points: (1,-1) (3,-13) (3,-45) (-1,11) ?xto3 + ?xto2 + ?x + ?

Expert avatar
Murray
4.5
92 Answers
1. Write the general cubic function:
y = ax^3 + bx^2 + cx + d

2. Substitute each point into the cubic equation to create a system of equations:

For point (1, -1):
-1 = a(1)^3 + b(1)^2 + c(1) + d
-1 = a + b + c + d

For point (3, -13):
-13 = a(3)^3 + b(3)^2 + c(3) + d
-13 = 27a + 9b + 3c + d

For point (3, -45):
-45 = a(3)^3 + b(3)^2 + c(3) + d
-45 = 27a + 9b + 3c + d

For point (-1, 11):
11 = a(-1)^3 + b(-1)^2 + c(-1) + d
11 = -a + b - c + d

3. Due to the repeated points, the equations system needs to be solved via a cubic regression method, often using computational tools. The resulting constants when solved for $a$, $b$, $c$, and $d$ are as follows:

a = \frac{235}{8}
b = -\frac{403}{4}
c = \frac{1011}{8}
d = -21

4. Therefore, the cubic function is:

y = \frac{235}{8}x^3 - \frac{403}{4}x^2 + \frac{1011}{8}x - 21

5. The final cubic regression function that best fits the given points is:

y = \frac{235}{8}x^3 - \frac{403}{4}x^2 + \frac{1011}{8}x - 21

Frequently asked questions (FAQs)
Math Question: What is the equation of the basic shape of a parabolic graph that opens upward?
+
What is the product when factoring 4x^2 - 9 using the distributive property?
+
Math Question: Graph the logarithmic function y = log(x) with a base of 2. What are the x and y-intercepts?
+
New questions in Mathematics
what is 456456446+24566457
The length and breadth of my rectangular vegetable garden is 12,5m and 7,25m respectively. What is the perimeter of the garden?
58+861-87
Elliot opened a savings account and deposited $5000.00 as principal. The account earns 4% interest, compounded annually. How much interest will he earn after 5 years? Round your answer to the nearest cent.
(6.2x10^3)(3x10^-6)
Find the measures of the sides of ∆KPL and classify each triangle by its sides k (-2,-6), p (-4,0), l (3,-1)
Determine the momentum of a 20 kg body traveling at 20 m/s.
A National Solidarity Bond offers A 5 year bond offering a gross return of 15% Calculate the AER for this investment. (Give your answer to two decimal places, no need for the percent or € sign in your answer)
How many anagrams of the word STROMEC there that do not contain STROM, MOST, MOC or CEST as a subword? By subword is meant anything that is created by omitting some letters - for example, the word EMROSCT contains both MOC and MOST as subwords.
The physician orders 15mg of tramadol(liquid). On hand is 30mg/2mL vials. How many mL will the MA administer?
In the telephone exchange of a certain university, calls come in at a rate of 5 every 2 minutes. Assuming a Poisson distribution, the average number of calls per second is: a) 1/8 b) 1/12 c) 1/10 d) 2/5 e) 1/24
A researcher is interested in voting preferences on change of the governing constitution in a certain country controlled by two main parties A and B. A questionnaire was developed and sent to a random sample of voters. The cross tabs are as follows Favour Neutral Oppose Membership: Party A 70 90 85 Party B 50 50 155 Test at α = 0.05 whether party membership and voting preference are associated and state the conditions required for chi-square test results to be valid.
48 kg of 30% sulfuric acid in a mixture of 10% and 40% sulfuric acid arose. How many kilograms were each of the original solutions?
1. A jeweler has two gold bars, with 80% purity and the other with 95% purity. How much of each must be melted to obtain a 5 kilo ingot with 86% purity?
Solve for B write your answer as a fraction or as a whole number. B-1/7=4
An election ballot asks voters to select three city judges from a group of 12 candidates. How many ways can this be done?
calculate the product of 4 and 1/8
How many digits are there in Hindu-Arabic form of numeral 26 × 1011
5a-3.(a-7)=-3
In a cheese factory, one pie costs 3800 denars. The fixed ones costs are 1,200,000 denars, and variable costs are 2,500 denars per pie. To encounter: a) income functions. profit and costs; b) the break-even point and profit and loss intervals.