some aspects of the spline smoothing approach to non-parametric regression curve fitting (with discussion).

Answers

Answer 1

Regression without parameters using smoothing splines A scatterplot's data is smoothed by fitting a smooth curve to it. Will initially concentrate on two variable issues: OneX Yand Will eventually include more than two predictors. Our example: Where "1; "1;::: "are independent from me," yi=f(xi) + I.

What is a non-parametric regression?

The appealing, adaptable, and widely-used method of non-parametric regression uses cubic splines for curve estimation. Although the fundamental concept was developed many years ago, the approach is maybe not as well recognized or used as it could be. This paper's topics and examples are meant to increase comprehension and broaden the applicability of the spline smoothing technology. The fundamentals of the method, its relationship with moving averages and other smoothing techniques, the automatic selection of the degree of smoothing, and the use of residuals for model adaption and diagnostic testing are just a few of the specific topics covered. A finite-dimensional Bayesian framework is used to address the issue of offering inference areas for curves and for pertinent curve attributes.

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Related Questions

PLEASE ANSWER, I WILL GIVE YOU BRAINLIEST IF YOU DO!

PLEASE ANSWER, I WILL GIVE YOU BRAINLIEST IF YOU DO!

Answers

But wouldn’t it be hilarious if I said no y=mx+B

Answer: $55

Step-by-step explanation:

Plug 8 into the equation for x.

y = 5.5(8) + 11

y = 44 +11

y = 55

Hana will spend $55.

The formula below gives the sum of the degrees, S, of the interior angles of a polygon. If n represents the number of sides, which equation solves for n?

S = (n-2) x 180

F. n = s/180 + 2
G. n = 180s + 2
H. n = s+2/180
J. n = (s+2) x 180

Answers

Answer: F. n = s/180 + 2

Step-by-step explanation:

         To find the equation that solves for n, we will isolate the n variable.

Given:

     S = (n - 2) x 180

Divide both sides of the equation by 180:

     \(\frac{S}{180}\) = n - 2

Add 2 to both sides of the equation:

     \(\frac{S}{180}\) + 2 = n

Reflexive property:

    n = \(\frac{S}{180}\) + 2

                   F. n = s/180 + 2

strum-liouville problem

y''+2y'+y=0 , y(0)=0, y(1)=0

a) find eigenfunction yn and eigenvalue

b) transform the given equation to self-adjoint form and find weight-function p(x)

c)show that egienfunction yn orthogonal to weight function p(x) and find square norm of yn

Answers

The Sturm-Liouville problem y'' + 2y' + y = 0 with boundary conditions y(0) = 0 and y(1) = 0 has eigenfunctions yn = 0 and eigenvalues λn = 0.

The equation is already in self-adjoint form, with the weight function p(x) = 1, and the eigenfunctions are orthogonal with a square norm of 0.

To solve the Sturm-Liouville problem y'' + 2y' + y = 0 with boundary conditions y(0) = 0 and y(1) = 0, we can follow these steps:

a) Find the eigenfunctions and eigenvalues:

Assume the solution has the form y(x) = yn(x), where n is an integer. Substitute this into the differential equation to obtain yn'' + 2yn' + yn = 0. The general solution to this equation is yn(x) = C1e^(-x) + C2xe^(-x), where C1 and C2 are constants. Applying the boundary conditions, we find that C1 = 0 and C2 = 0. Therefore, the eigenfunction is yn(x) = 0 for all n, and the eigenvalue is λn = 0 for all n.

b) Transform the equation to self-adjoint form and find the weight function:

To transform the equation to self-adjoint form, we multiply the equation by a weight function p(x). In this case, p(x) = 1. Multiplying the equation by p(x), we get y'' + 2y' + y = 0. This is already in self-adjoint form, as the coefficients of y'' and y' are equal.

c) Show orthogonality and find the square norm of eigenfunctions:

Since the eigenfunction yn(x) is zero for all n, it is orthogonal to the weight function p(x) = 1. The square norm of the eigenfunction yn(x) is given by ||yn||^2 = ∫[0,1] yn^2(x)p(x)dx = ∫[0,1] 0^2 dx = 0.

In summary, for the given Sturm-Liouville problem, the eigenfunction yn(x) is zero for all n and the eigenvalue is λn = 0 for all n. The equation is already in self-adjoint form, and the weight function is p(x) = 1. The eigenfunctions are orthogonal to the weight function, and their square norm is zero.

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A scientist adds drops of liquid to a test tube. The test tube has marks every ml.
Each drop contains 0.14 mL. Between which two marks on the test tube will the
liquid be after the sixth drop is added?
a. 1/5 and 2/5, between 0.2 and 0.4 mL's
b.2/5 and 3/5, between 0.4 and 0.6 ml's
c.3/5 and 4/5, between 0.6 and 0.8 mL's
d. 4/5 and 5/5, between 0.8 and 1 ml​

Answers

Answer:

A scientist adds drops of liquid to a test tube. The test tube has marks every ml.

Each drop contains 0.14 mL. Between which two marks on the test tube will the

liquid be after the sixth drop is added?

a. 1/5 and 2/5, between 0.2 and 0.4 mL's

b.2/5 and 3/5, between 0.4 and 0.6 ml's

c.3/5 and 4/5, between 0.6 and 0.8 mL's

d. 4/5 and 5/5, between 0.8 and 1 ml

In the given figure AB is parallel to CD then value of x is?

Answers

0
I hope this helps!!!!!!!

Please I need helppppp

Please I need helppppp

Answers

The four similar triangles are ΔABC, ΔDBG, ΔDEF and ΔBEH based on AA Similarity Theorem.

The extended proportion should be completed as follows;

AB/AC = DE/DF = DB/DG = BE/BH

What are the properties of similar triangles?

In Mathematics and Geometry, two (2) triangles are said to be similar when the ratio of their corresponding side lengths are equal and their corresponding angles are congruent.

Additionally, the lengths of corresponding sides or corresponding side lengths are proportional to the lengths of corresponding altitudes when two (2) triangles are similar.

In this context, corresponding angles are congruent by AA Similarity Theorem and the four (4) similar triangles include the following:

ΔABCΔDBGΔDEFΔBEH

For the proportion, we have;

AB/AC = DE/DF = DB/DG = BE/BH

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Evaluate:
a) 53.24 ÷ 9.351​

Answers

Answer:

5.693508715645386

Step-by-step explanation:

Answer:

Answer is 5.69350871565

Step-by-step explanation:

Help me with this :))))))

Help me with this :))))))

Answers

Answer:

CE = 21.2

Step-by-step explanation:

CE = CD + DE = 14 + 7.2 = 21.2

Which tasks are performed by individuals in the Science and Math pathway? Select all that apply.

research human behavior
design and test machinery
develop scientific theories
interpret designs and documents
perform calculations and make predictions
maintain lab equipment to perform experiments

Answers

Answer:

1, 3, 5, 6 I hope that's correct for you

Answer:

2

3

5

6

Step-by-step explanation:

hope this helps

Emma is choosing a weekly meeting time. She hopes to have two different
managers attend on a regular basis. The table shows the probabilities that
the managers can attend on the days she is proposing.
Monday
0.91
0.77
Wednesday
0.71
0.93
ManagerA
Manager B
Assuming that manager A's availability is independent of manager B's
availability, which day should Emma choose to maximize the probability that
both managers will be available?
O A. Wednesday. The probability that both managers will be available is
OB. Monday. The probability that both managers will be available is
OC. Wednesday. The probability that both managers will be available is
OD. Monday. The probability that both managers will be available is
0.93.
0.91.
0.66
0.7.

Emma is choosing a weekly meeting time. She hopes to have two differentmanagers attend on a regular basis.

Answers

Answer: Monday The probability that both managers will be available is 0.7

Step-by-step explanation:

Just took the test

What is the smallest whole number larger than the perimeter of any triangle with a side of length 55 and a side of length 1919

Answers

Answer:

If the third side is x, then

The perimeter is 5+19+x.

But every side must be less than the sum of the other

    two sides, so x < 5+19

                  x < 24

Adding 5+19 to both sides to make the left side

equal to the perimeter

 perimeter = x+5+19 < 24+5+19 = 48

So 48 is the smallest whole number that is larger than the

perimeter of any triangle with a side length of 5 and a side

length of 19.

Step-by-step explanation:

A normal population has a mean of $75 and standard deviation of $5. You select random samples of 40. a Apply the central limit theorem to describe the sampling distribution of the sample mean with » = 40. What condition is necessary to apply the central limit theorem?

Answers

The Central Limit Theorem states that for a random sample of n observations drawn from any population with a finite mean μ and a finite standard deviation σ, the sampling distribution of the sample mean approaches a normal distribution as the sample size increases, regardless of the shape of the population distribution.

To apply the Central Limit Theorem, the following condition is necessary:

1. The random sample should be selected from a population that has a finite mean (μ) and a finite standard deviation (σ).

In this case, the population mean is given as $75 and the population standard deviation is given as $5. Since both the mean and standard deviation are finite, the condition for applying the Central Limit Theorem is satisfied.

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4) The yellow submarine was at sea level when the passengers boarded. The journey began with a descent of 40 meters. After examining the sea life, they rose 30 meters. Zach thought he saw an octopus, below. They dove again, a distance of 25 meters to watch the eight ‘legged’ sea creature.
a) Write an expression to describe the journey of the yellow submarine. _________________________________

b) At what depth did they stop to look at the octopus? ______________________

Answers

a) Write an expression to describe the journey of the yellow submarine.

-> ((0 - 40) + 30) - 25

[] Sea level = 0

[] The descend 40 meters = -40

[] After examining the sea, they rose 30 meters = + 30

[] They dove 25 meters to look at an octopus = -25

b) At what depth did they stop to look at the octopus?

-> -35 meters

[] The started at 0 (0), descended 40 (-40), rose 30 (-10), and then sove 25 (-35) to see the octopus

[] Another way to think of this is to simplify our previous expression completely

Have a nice day!

     I hope this is what you are looking for, but if not - comment! I will edit and update my answer accordingly. (ノ^∇^)

- Heather

SR = 18cm, Given that SR:CD = 3:4 Find The Value of the Ratio

Answers

The value of the ratio is CD = 24 cm

How to Find The Value of the Ratio?

The given parameters are

SR : CD = 3 : 4

SR = 18 cm

Substitute SR = 18 cm in the ratio SR : CD = 3 : 4

So, we have

18 cm : CD = 3 : 4

Express the ratio as a fraction

So, we have

18 cm/CD = 3/4

This gives

CD = 18 cm * 4/3

Evaluate

CD = 24 cm

Hence, the value of the ratio is CD = 24 cm

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Are the lines perpendicular, parallel , or neither?

Pairs of lines: y = 4x - 9 x + 4y = 19

Answers

Answer:

perpendicular or parallel

hope this helps

What is the value of the expression shown? (1 point)

4 x (2 + 4)

Group of answer choices

12

24

32

48

Answers

Answer:

24

Step-by-step explanation:

first you have to add 2 and 4; 6. then multiply it by 4; 24

A ribbon surrouds the edge of a circular hat that has a radius of 8 inches. Find the length of the ribbon tot he nearest tenth.

Answers

The length of the ribbon to the nearest tenth is 50.3 inches.

To find the length of the ribbon that surrounds the edge of a circular hat that has a radius of 8 inches, we can use the formula for the circumference of a circle.

The formula for the circumference of a circle is given by the following:

C = 2πr

Where C represents the circumference of the circle, π represents the constant value of pi which is approximately equal to 3.14, and r represents the radius of the circle.

Given that the circular hat has a radius of 8 inches, we can use this value to find the circumference of the circle.

Hence, we have: r = 8 inches

C = 2πr

C = 2π(8)C = 16π

The length of the ribbon that surrounds the edge of the circular hat is equal to the circumference of the circle. Therefore, the length of the ribbon is:16π ≈ 50.3 inches (to the nearest tenth)

Therefore, the length of the ribbon to the nearest tenth is 50.3 inches.

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x = -3y + 1
x = 4y + 15
PLS HELP ASAP
GIVING BRAINLYEST

Answers

The solution of the equation equation x = - 3y + 1 and x = 4y + 15 will be (7, -2).

Given that:

Equation 1: x = - 3y + 1

Equation 2: x = 4y + 15

In other words, the collection of all feasible values for the parameters that satisfy the specified mathematical equation is the convenient storage of the bunch of equations.

From equations 1 and 2, then we have

4y + 15 = - 3y + 1

7y = - 14

y = -2

The value of 'x' is calculated as,

x = -3 (-2) + 1

x = 6 + 1

x = 7

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What is Linda’s variation among all 10 days?
Please explain how

What is Lindas variation among all 10 days? Please explain how

Answers

Answer:

+10 + 10 + 10 -2 - 8

Step-by-step explanation:

explain how the power of a hypothesis test is influenced by each of the following. assume that all other factors are held constant. increasing the alpha level from .01 to .05decreases the power of a hypothesis test. changing from a one-tailed test to a two-tailed test the power of a hypothesis test. increasing effect size decreases the power of a hypothesis test.

Answers

1. Increasing alpha level from .01 to .05 decreases power by increasing the probability of Type II error.
2. Increasing effect size increases power by making it easier to detect a significant difference. Switching from one-tailed to two-tailed test decreases power by making it harder to reject the null hypothesis.

The power of a hypothesis test is influenced by several factors, including the alpha level, the type of test (one-tailed or two-tailed), and the effect size.

1. Increasing the alpha level from .01 to .05 decreases the power of a hypothesis test. This is because increasing the alpha level means that the researcher is willing to accept a higher probability of making a Type I error (rejecting the null hypothesis when it is actually true). This means that the critical value for rejecting the null hypothesis is less extreme, making it easier to reject the null hypothesis. However, this also means that the probability of making a Type II error (failing to reject the null hypothesis when it is actually false) increases, which decreases the power of the test.

2. Changing from a one-tailed test to a two-tailed test affects the power of a hypothesis test. A one-tailed test has a directional hypothesis, where the researcher is only interested in whether the value of the test statistic is greater than or less than a certain value. A two-tailed test has a non-directional hypothesis, where the researcher is interested in whether the value of the test statistic is significantly different from a certain value. When changing from a one-tailed test to a two-tailed test, the critical value for rejecting the null hypothesis becomes more extreme, making it harder to reject the null hypothesis. This decreases the power of the test.

3. Increasing effect size increases the power of a hypothesis test. Effect size refers to the magnitude of the difference between the null hypothesis and the alternative hypothesis. A larger effect size means that the difference between the null hypothesis and the alternative hypothesis is more pronounced, making it easier to detect a significant difference. This increases the power of the test, as it reduces the probability of making a Type II error.

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Find the slope of the line that passes through (10,9) and (5,11)​

Answers

Answer:

-2.5

Step-by-step explanation:

1. Describe the basic characteristics of an independent
measures, or a between-subjects, research study.

Answers

The main advantage of an independent measures design is that it reduces the risk of order or practice effects and minimizes the influence of individual differences between participant

Describing the basic characteristics

An independent measures design, also known as a between-subjects design, is a type of research study in which different groups of participants are used for each condition being tested.

In other words, each participant is only exposed to one condition, and the data from each group is analyzed and compared to determine if there are any significant differences between the groups.

The main characteristics of an independent measures design are:

Participants are randomly assigned to one of the groups. Each group of participants is exposed to only one level of the independent variableData is collected from each group and compared to determine if there are any significant differences between the groups. The design requires a larger sample size compared to a within-subjects design because each participant can only be in one group.

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Si se tiene una tabla de 2.0 m de largo y de ancho 0.3 m, el área de toda la tabla es?

Answers

Answer:

solo multiplica los dos numeros 2x3= 6.

Answer:

aeaa axxd

Step-by-step explanation:

find the equations of the horizontal asymptotes and the vertical asymptotes of . if there are no asymptotes of a given type, enter none. if there is more than one asymptote of a given type, give a comma-seperated list (i.e.: 1, 2,...).

Answers

f(x) = ( x² - 9) / (3x² + 6x - 9) The horizontal asymptote is y = 0 and The vertical asymptotes are x = -3 and x = 1.

To find the horizontal asymptotes, we examine the behavior of the function as x approaches positive infinity and negative infinity.

As x approaches positive infinity, the highest power of x in the numerator and denominator dominates the function. In this case, both the numerator and denominator have a highest power of x². Therefore, we can compare the coefficients of the highest power of x, which are 1 in the numerator and 3 in the denominator.

The ratio of the coefficients is 1/3. Since the ratio is less than 1, the horizontal asymptote is y = 0.

As x approaches negative infinity, we can perform the same analysis and find that the horizontal asymptote is also y = 0.

Therefore, the horizontal asymptote is y = 0.

To find the vertical asymptotes, we need to determine the values of x that make the denominator equal to zero, because division by zero is undefined.

In this case, the denominator is 3x² + 6x - 9. To find the values of x that make the denominator zero, we can set it equal to zero and solve for x:

3x² + 6x - 9 = 0

Simplifying the equation, we get:

x² + 2x - 3 = 0

Factoring the equation, we have:

(x + 3)(x - 1) = 0

Setting each factor equal to zero, we find:

x + 3 = 0 or x - 1 = 0

Solving for x, we get:

x = -3 or x = 1

Therefore, the vertical asymptotes are x = -3 and x = 1.

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The question is incomplete the complete question is :

Find the equations of the horizontal asymptotes and the vertical asymptotes of . If there are no asymptotes of a given type, enter NONE. If there is more than one asymptote of a given type, give a comma seperated list (i.e.: 1, 2,...).

f(x) = ( x² - 9) / (3x² + 6x - 9)

Horizontal asymptotes: y = ?

Vertical Asymptotes: x = ?

for geometry:(

please help, will give brainist

for geometry:(please help, will give brainist

Answers

Answer:

x= 18

y =45

Step-by-step explanation:

first these two angles are supplementary and add up to 180 degrees:

(6x+7) + (4x-7) = 180

find x:

10x = 180

x = 18

substitute x = 18 for the angle (6x+7)

now we know what 6x +7 =

6 (18) + 7 = 115

since angle 3y-20 = 115, solve for y

3y = 135

y = 45

Answer:

x = 18

y = 45

Step-by-step explanation:

1. First off, we know that the angle (4x-7) degrees and (6x +7) are supplementary angles because of the corresponding angles theorem. So we do: (4x-7) + (6x+7) = 180 which should get you x=18.

2. Now that you know the value of x, finding y should be pretty easy. Plug in x for (6x + 7) and you should get 115 degrees.

3. We know that the angle with (6x +7) measurement is a vertical angle to (3y-20), so we can do 3y -20 = 115.

4. find the value of y, which should be 45

Pls solve this question

Pls solve this question

Answers

Answer:

6

Step-by-step explanation:

30 + 6 = 36

36 - 9 = 27

27 / 9 = 3

3 * 2 = 6

The function f(x) has a vertical asymptote at x= [blank].

The function f(x) has a vertical asymptote at x= [blank].

Answers

Answer:

x = 0

Step-by-step explanation:

The vertical asymptote of this graph is the y-axis, that is, the line x = 0

Find x and y with ray theorem

Find x and y with ray theorem

Answers

Answer:

x = 12 and y = 9

Step-by-step explanation:

Using the similarity theorem to fid the value of x and y

16/x = 16+6/16.5

16/x = 22/16.5

22x = 16*16.5

22x = 264

x = 264/22

x =12

Similarly

24/x = 24+y/16.5

24/12 = 24+y/16.5

2 = 24+y/16.5

24+y = 2 * 16.5

24+y = 33

y = 33-24

y = 9

Hence x = 12 and y = 9

The following table represents the total cost, C, for renting a car from Joe's car rentals for
number of days, d.
Determine if the Slope (Rate of Change) is constant. Find the y-intercept for the situation
(Show ALL your Work)

The following table represents the total cost, C, for renting a car from Joe's car rentals fornumber

Answers

C. Is most likely the better answer

find the probability of selecting a black checker from a bag of 6 black and 4 red checkers, replacing it and selecting another black

Answers

The probability of selecting a black checker from a bag of 6 black and 4 red checkers, replacing it, and selecting another black is 9/25.

To find the probability follow these-

Determine the probability of selecting a black checker on the first draw.

There are 6 black checkers and a total of 10 checkers (6 black + 4 red).

So, the probability of selecting a black checker on the first draw is 6/10,

which can be simplified to 3/5.

Since the black checker is replaced, there are still 6 black checkers and

a total of 10 checkers in the bag. Therefore, the probability of selecting a

black checker on the second draw is also 3/5.

To find the probability of both events occurring, multiply the probabilities together: (3/5) × (3/5) = 9/25.

So, the probability of selecting a black checker from a bag of 6 black and

4 red checkers, replacing it, and selecting another black is 9/25.

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