Suppose a multiple regression model is fitted into a variable called model. Which Python method below returns fitted values for a data set based on a multiple regression model? Select one.

model.values

fittedvalues.model

model.fittedvalues

values.model

Answers

Answer 1

Model. fitted values is the correct method for getting the fitted values for a multiple regression model.The correct option is b.

The Python method that returns fitted values for a data set based on a multiple regression model is `model. fitted values.

A regression model is a statistical method for modeling the connection between a dependent variable and one or more independent variables. The goal of regression is to discover the functional relationship between variables in the form of a mathematical equation.

Python is a fantastic tool for creating and working with regression models.Python's statsmodels library includes a wide range of regression methods, including ordinary least squares (OLS) regression, generalized linear models, and robust linear models, among others.

Model object of statsmodels api comes with the method 'fitted values'. Therefore, `model.fittedvalues` is the correct method to get the fitted values of a multiple regression model

:In Python's statsmodels library, the method `model.fittedvalues` is used to get the fitted values of a multiple regression model. Regression modeling is a statistical approach for developing a model that explains the relationship between one or more independent variables and a dependent variable. Python is a powerful programming language for constructing and analyzing regression models. stats models library of Python provides a number of regression methods such as ordinary least squares (OLS) regression, generalized linear models, and robust linear models. The object of the model comes with the `fittedvalues()` method, which returns the fitted values for a dataset based on a multiple regression model.

In conclusion, `model.fittedvalues` is the correct method for getting the fitted values for a multiple regression model.The correct option is b.

To know more about Python method visit:

brainly.com/question/30401673

#SPJ11


Related Questions

Aluminium + hydrochloric acid =

Answers

Answer:

Aluminum hydrochloric acid

Explanation:

Aluminum reacts with diluted hydrochloric acid at room temperature. The metal aluminium dissolves in hydrochloric acid, producing aluminum chloride and colorless hydrogen gas. The reaction taking place between aluminium and hydrochloric acid is irreversible. And the final products will not react with each other.

Someone please help I’m so confused

Someone please help Im so confused

Answers

Explanation:

the switch and the battery

A car hits a tree and doesn’t stop, but keeps going until severely damaged. This is because of _____.

Answers

Answer:inertia

Explanation:

A car hits a tree and doesn’t stop, but keeps going until severely damaged. This is because of the principle of Inertia.

What is newton's first law of motion?

It states that" When a body s at rest it remains at rest, and IF the body is in motion It remains in motion until an external force is applied to that object."

i.e

If F=0, Then v= constant

and when that constant =0 then the body is at rest.

Where F= force

v = velocity.

Inertia is the tendency of an object to resist changes in its state of motion. In this case, the car was moving at a certain speed before it hit the tree, and because of its inertia, it continued to move forward even after the collision with the tree.

The car only stopped when another force acted on it, such as the force of the tree, or the force of friction with the ground, which slowed it down and eventually brought it to a stop. The severe damage to the car was a result of the force of the impact, which was a combination of the car's speed and its mass.

Hence the car does not stop because of the principle of inertia.

To learn more about Inertia click:

https://brainly.com/question/3268780

#SPJ3

If a non-rotating object has no acceleration, then we can say for certain that it is A) in mechanical equilibrium. B) moving at constant non-zero velocity. C) at rest. D) all of the above E)none of the above

Answers

(A)  in mechanical equilibrium is correct option, as there is no net force acting on it. A non-rotating object that has no acceleration can be said to be in mechanical equilibrium.

What is the definition of mechanical equilibrium?

Mechanical Balance When all forces acting on an object of interest are equal to zero, mechanical equilibrium has occurred. The balance of all the forces must exist for this to occur.

What distinguishes mechanical equilibrium from static equilibrium?

A reversible reaction is in a stable state called dynamic equilibrium when the rate of the forward reaction equals the rate of the backward reaction. The reaction has come to an end when there is static equilibrium, sometimes referred to as mechanical equilibrium. Or to put it another way, the system is idle.

Can mechanical equilibrium exist for an object in motion?

When an object's acceleration is equal to zero, it is said to be in mechanical equilibrium. The object is either at rest with no change in position over time or it is traveling at a constant pace in this state. The net force acting on the object is equal to zero since the acceleration is zero.

To know more about acceleration visit:

https://brainly.com/question/460763

#SPJ4

Define couple and give 2 examples

Answers

Answer:

Two equal and opposite parallel forces not acting along the same line, form a couple. A couple is always needed to produce the rotation.

For example, turning a key in a lock and turning a steering wheel.

A couple consists of two parallel forces that are equal in magnitude, opposite in sense and do not share a line of action. ... For example, the forces that two hands apply to turn a steering wheel are often (or should be) a couple. Each hand grips the wheel at points on opposite sides of the shaft.

I need help ASAP pls be right sn know what your doing

I need help ASAP pls be right sn know what your doing

Answers

Answer: Biology

This is because the first two make no sense and physics is the study of matter and energy. Biology, however, studies the life of plants and animals, which can be used for renewable energy.

If Earth shrank to a smaller radius but kept the same mass, the gravitational force between Earth and the Moon would Choose one: A. stay the same. B. increase. C. decrease.

Answers

stay the same -Gravitational force relies only upon distance and the masses - not their sizes. A shorter Earth (of the same mass) would not exert a different force on the Moon.

What is Gravitational force?

The gravitational force exists as a force that attracts any two objects with mass. We reach the gravitational force attractive because it always attempts to pull masses together, it never makes them apart. In fact, every object, including you, lives pulling on every other object in the whole universe!

The gravitational force on Earth stands equivalent to the force the Earth exerts on you. At rest, on or around the surface of the Earth, the gravitational force equals your weight.

stay the same -Gravitational force relies only upon distance and the masses - not their sizes. A shorter Earth (of the same mass) would not exert a different force on the Moon.

Hence, Option  A. staying the same is correct.

To learn more about Gravitational force refer to:

https://brainly.com/question/24783651

#SPJ4

How much force in newtons is required to accelerate a 5 kg bowling ball at 2 m/s.

Answers

10 Newtons of the force is required to accelerate a 5 kg bowling ball at 2 m / s², as we know that the force is calculated by the multiplication of the mass and the acceleration of the object.

What is Newton's second law?

Newton's Second Law states that The resultant force acting on an object is proportional to the rate of change of momentum.

F = mass × acceleration

As given in the problem we have to calculate how much force in Newtons is required to accelerate a 5 kg bowling ball at 2 m/s² ,

The force required = 5 × 2

                               = 10 Newtons

Therefore, according to Newton's second law, 10 Newtons of the force is required to accelerate a 5 kg bowling ball at 2 m / s².

Learn more about Newton's second law here, refer: brainly.com/question/13447525

#SPJ4

#1.mass
#2. 10N
#3. a nonzero net force is acting on it

#4. an upward-sloping line drawn on a graph with acceleration shown on the y-axis and force shown on the x-axis

#5. The object is at rest

There are the answers for the quick check, hope it helped.

Which of the following is a field (action-at-a-distance) force?

Fgrav


Ftens


Fspring


Fapp

Answers

Answer:

\(F_{grav}\) is a field force, as gravity does not physically apply force and does not require proximity.

Explanation:

a sloth moves 3m to the right and then climbs 4m up a tree

Answers

It forms a right angle so use Pythagorean’s theorem.
Sqrt 3^2 + 4^2 = sqrt 25 = 5 meters

Answer:

53.1 Degrees

Explanation:

Process of elimination

Someone please help me!!! Please explain and I will mark brainliest!!!

Someone please help me!!! Please explain and I will mark brainliest!!!

Answers

R=10+15+30

55 is the answer to the question

What is the weight of a dog that has a mass of 47.0 kg?​

Answers

Answer:

while we often confuse mass with weight, 47 kg is 47 x 9.8 = 460.6 Newtons. 9.8 is acceleration of gravity in m/sec/sec

during which stage does the star have an inert (nonburning) helium core?

Answers

The stage during which a star has an inert helium core is the red giant phase. As a star age, it undergoes nuclear fusion reactions that cause it to expand and become less dense. In the case of low to intermediate-mass stars (such as our Sun), this expansion causes the star to become a red giant.

During this phase, the outer layers of the star expand and cool, causing it to appear reddish in color. At the same time, the core of the star becomes hotter and denser as it continues to fuse hydrogen into helium.

Eventually, the hydrogen in the core is depleted and the star switches to fusing helium into heavier elements. This causes the core to shrink and become hotter, but the outer layers of the star continue to expand. As a result, the helium in the core becomes inert and nonburning. The star will eventually shed its outer layers, leaving behind a small, hot core known as a white dwarf.

To Know more about the white dwarf visit:

brainly.com/question/28346772

#SPJ11

a tourque of 10Nm is applied to turn the wheel through one complete revolution what is the work done by torque​

Answers

Answer:

OK i had this up there but they deleted it anyways you ever drove so fast you couldnt control the car

Explanation:

thats because you had an STD now you have to tell someone that

what is the number and mass concentration for which the particles and the air in a unit volume of aerosol scatter equal amounts of the light

Answers

The number and mass concentration for which the particles and the air in a unit volume of aerosol scatter equal amounts of light depend on several factors, including the size and composition of the particles, the wavelength of light, and the refractive index of the particles and air.

In general, the scattering of light by particles in an aerosol is described by Mie theory, which takes into account the size parameter (2πr/λ, where r is the particle radius and λ is the wavelength of light) and the complex refractive index of the particles.

To achieve equal scattering of light by particles and air in a unit volume of aerosol, the number concentration of particles and their size distribution should be such that the scattering cross-section of the particles matches the scattering cross-section of the air molecules. Similarly, the mass concentration of particles should be adjusted to achieve an equal scattering effect.

The specific values of number and mass concentrations required for equal scattering will vary depending on the aforementioned factors and need to be determined through calculations or experimental measurements for a particular aerosol system.

To know more about Scattering:

https://brainly.com/question/31960699

#SPJ4

Astronomers observe the Small Magellanic Cloud (SMC), a not very dense, rather small galaxy near us. They notice that even those stars that formed recently have relatively few heavier elements (when compared to such recent stars in our Milky Way.) What is the likely explanation for this deficiency

Answers

Answer:

The reason it has few heavier elements is due to the fact that it's stars are widely spaced and this implies that it's stars have very low rate of formation and termination.

Explanation:

The Small Magellanic Cloud, is basically a very tiny galaxy located near the Milky Way. Although it's tiny, it's diameter is approximately 7,000 light-years while it also contains over hundred million stars which are widely spaced.

Now, the reason it has few heavier elements is due to the fact that it's stars are widely spaced and this implies that it's stars have very low rate of formation and termination.

Which of the following are double-displacement reactions? multiple answers
A. 2H2(g) + O2(g) -> 2H2O(g)
B. Zn(s) + 2HCI(aq) -> H2(g) + ZnCI2(s)
C. Ba(OH)2(aq) + 2HCIO4(aq) -> Ba(CIO4)2(aq) + 2H2O(I)
D. HNO3 (aq) + KOH (aq) -> H2O(I) + KNO3 (aq)​

Answers

Answer:

C and D

Explanation:

A: is a simple composition

B: is a single replacement

C: C is a double displacement

D: is a double replacement

Answer:

The answers are C abd D.

Explanation:

Here,

A no. Is a combination or analysis chemical reaction.

B no.is a single displacement reaction as cl2 goes to zn.

C no. Is double displacement reaction.

D no. Is a double displacement reaction.

Hope it helps.....

Which of the following conditions would always result in a net force

Answers

The last one on your right yk yk yk yk yk i believe it’s the last one

With what initial velocity must an object be thrown upward (from a height of 2 meters) to reach a maximum height of 200 meters

Answers

To reach a maximum height of 200 meters, an object must be thrown upward with an initial velocity of approximately 44.3 meters per second.

The initial velocity required can be determined using the principles of projectile motion. When an object is thrown vertically upward, its motion can be analyzed as free fall under the influence of gravity. The maximum height is reached when the object's velocity becomes zero before descending back down.

At the maximum height, the object's final velocity is zero, and its initial velocity is equal in magnitude but opposite in direction to the velocity it had when it was thrown.

Using the kinematic equation for vertical motion, \(v^2 = u^2 - 2as\), where v is the final velocity (zero in this case), u is the initial velocity, a is the acceleration due to gravity \((-9.8 m/s^2)\), and s is the vertical displacement (200 meters - 2 meters = 198 meters), we can solve for u.

Rearranging the equation, we have \(u^2 = 2as\), which gives us \(u = \sqrt{2as}\). Plugging in the values, we find \(u = \sqrt{(2 \times 9.8 \times 198)} = 44.3 m/s\). Therefore, the object must be thrown upward with an initial velocity of approximately 44.3 meters per second to reach a maximum height of 200 meters.

To know more about velocity click here brainly.com/question/24445340

#SPJ11

An aeroplane accelerates uniformly from an initial velocity of 100 m.s-1 to a velocity of 200 m.s-1 in 10 seconds. It then accelerates uniformly to a final velocity of 240 m.s-1 in 20 seconds. Let the direction of motion of the aeroplane be the positive direction.

(a) Calculate the acceleration of the aeroplane during the first 10 seconds of the motion

(b) Calculate the distance the plane travels in the first 10 seconds

(c) Calculate the acceleration of the aeroplane during the next 20 seconds of its motion.​

(d) Calculate the distance the plane travels in 20 seconds

Answers

Bbqhhqhahanannababananbana
Aikakajaj

A circuit is built based on the circuit diagram shown. What is the current in the 50 Ω resistor

Answers

Answer:

1.2 A

Explanation:

From the diagram attached, The three resistors are parallel because the each ends of the resistors are connected together. Since they are in parallel, the voltage across each resistor is the same. The voltage source connected in parallel to the resistors is 60 V. Therefore the voltage across the 50 Ω resistor is 60 V. Using ohm law:

Voltage (V) = Current (I) × Resistance (R)

V = IR

I = V/R

I = 60 V/ 50 Ω

I = 1.2 A

The current in the 50 Ω resistor is 1.2 A

A circuit is built based on the circuit diagram shown. What is the current in the 50 resistor

7. Why do you think the Redfield ratio continues to be used in oceanographic models, given it is known to be an over-simplification?

Answers

The Redfield ratio is the ratio of various chemical elements present in the average phytoplankton biomass. This defines the stoichiometry of photosynthesis and remineralization reactions.

The Redfield ratio is 106:16:1 across the ocean. Many models predict that a warmer ocean will hold less carbon because phytoplankton will become smaller as the ocean warms and bring less carbon to the seafloor as they die. Carbon nitrogen and phosphorus are the most important of these nutrients and CNP.

A ratio between 100:5:1 and 100:10:1 should be maintained to ensure maximum microbial activity in aerobic wastewater treatment. Many trace elements or micronutrients are also required. This is because a specific form of nitrogen found in the air nitrogen gas cannot be assimilated by most living organisms or require nitrogen in solid form.

Learn more about The Redfield ratio here:-https://brainly.com/question/24217434

#SPJ1

an enemy spaceship is moving toward your starfighter with a speed of 0.400c as measured in your frame. the enemy ship fires a missile towards you at a speed of 0.700c in the reference of the enemy ship. (a) what is the speed of the missile relative to you? express your answer in terms of c.

Answers

0.859375c

31.03 seconds is the speed of the missile relative to you.

In physics, what is speed?

Velocity, as opposed to speed, refers to the pace and direction of an object's movement as it moves down a path. In other words, whereas velocity is a vector, speed is a scalar quantity.

v' = Velocity of my ship = 0.4 c

u  =  Velocity of  rocket   = 0.7 c

c = Speed of light = 3*10^3m/s

s = Distance between my ship and enemy ship = 8*10^6km

Relativistic addition of speed is given by

v = v+ u / 1+uv/c^2

v = 0.8923c

The speed of the missile is 0.859375c

Time is given by

t = s/v

t = 8*10^9/ 0.8593 * 3*10^3

t = 31.03 seconds

It will take 31.03 seconds to reach me.

To know more about speed visit:-

https://brainly.com/question/28224010

#SPJ4

If Siobhan hits a 0.25 kg volleyball with 0.5 N of force, what is the acceleration of the ball?

m/s2

Answers

Answer:

2ms-2

Explanation:

F = ma

a = F/m

= 0.5 / 0.25

= 2ms-2

Answer 2m/s^2

Explanation:

mass=0.25kg

Force =0.5N

Acceleration=force/ mass

Acceleration=0.5/0.25

Acceleration=2

Acceleration =2m/s^2

the formation of what kind of core ultimately leads a massive star to become a supernova?

Answers

The formation of a core made mostly of iron ultimately leads a massive star to become a supernova.

This is because the fusion of iron does not release energy, unlike other elements, so the core cannot continue to generate heat and pressure to support the outer layers of the star. The core then collapses inward, causing a rapid implosion and rebound that triggers a supernova explosion.

This process occurs when a massive star exhausts its nuclear fuel, and the core collapses under gravitational pressure. The collapse causes the outer layers of the star to explode in a supernova event.

Learn more about Supernova https://brainly.com/question/29805203

#SPJ11

Which force requires contact?

A. The force of attraction between two masses
B. The force produced by interactions between electrically charged objects
C. The force exerted by air as an object moves through it
D. The force produced by interactions between magnetic objects

I personally think it’s D but I’m not too sure

Answers

Answer:

I think its D too

Explanation:

Answer:

It’s C bruh

Explanation:

Suggest why when wire is wounded into a coil to form an electromagnet, the wire is insulated with a layer of plastic or paint around the outside ​

Answers

The wire is insulated with a layer of plastic or paint around the outside when wound into a coil to form an electromagnet to prevent the wire from shorting out against itself or other conductive materials.

Why are such wire insulated with a layer of plastic or paint outside?

When an electric current flows through a wire, it generates a magnetic field around the wire. By coiling the wire, the magnetic field is strengthened, creating a more powerful electromagnet.

However, if the wire is not insulated, the coils can touch each other, creating a short circuit that can damage the wire or the power source. Insulating the wire with a layer of plastic or paint prevents this from happening by creating a barrier between the wire and other conductive materials.

This allows the electric current to flow through the wire and generate the magnetic field, while also protecting the wire and ensuring that the electromagnet works properly.

Read more about electromagnet

brainly.com/question/12555869

#SPJ1

Which of the following is NOT considered electromagnetic radiation? x-rays radio waves cosmic rays ultraviolet light

Answers

Answer:

Cosmic ray is not considered electromagnetic radiation.

Explanation:

Electromagnetic radiation refers to

It is Radiation that has both electric and magnetic fields and travels in waves.Electromagnetic radiation can vary in strength from low energy to high energy.

X rays are the rays produced when a negatively charged electrode is heated by electricity and electrons are released, thereby producing energy. It is a type of radiation called EM waves.

Radio wave are wave from the portion of the electromagnetic spectrum at lower frequencies than microwaves. It is an EM wave.

Ultraviolet wave Invisible rays that are part of the energy that comes from the sun. It is an example of EM wave.

Cosmic ray is a high-speed particle either an atomic nucleus or an electron that travels through space.

Cosmic ray is not an electromagnetic wave.

Hence

Cosmic ray is not considered electromagnetic radiation

learn more about electromagnetic radiation here:

https://brainly.com/question/13695751

#SPJ4

The amplitude of a particle executing simple harmonic motion is 5cm, while its angular velocity is 10 rads -1 . Calculate the magnitude of the maximum acceleration of the particle.

Answers

Answer:

a_max = 50 cm/s^2

Explanation:

To find the magnitude of the maximum acceleration of the particle, you take into account the equation of motion in a simple harmonic motion:

\(x=Acos(\omega t)\)

ω: angular velocity = 10 rad/s

A: amplitude = 5 cm

The acceleration is given by:

\(a=\omega^2 x\)

and the maximum acceleration is obtained when the cosine function is maximum, that is, when cos(wt) = 1. Then, you have:

\(a_{max}=\omega^2 x_{max}=\omega^2A\)

Then, you replace the values of w and A in order to calculate a_max:

\(a_{max}=(10rad/s)^2(5cm)=50\frac{cm}{s^2}\)

hence, the maximum acceleration is 50 cm/s^2

the rate of diffusion is ___________ related to concentration, temperature, and pressure meaning that an increase in concentration, temperature, or pressure results in an ___________ in the rate of diffusion.

Answers

The rate of diffusion is directly related to concentration, temperature, and pressure meaning that an increase in concentration, temperature, or pressure results in an increase in the rate of diffusion.

This is because diffusion is a process where particles move from an area of high concentration to an area of low concentration, driven by a concentration gradient. As the concentration gradient increases, more particles move from the high concentration area to the low concentration area, resulting in a faster rate of diffusion.

Temperature also affects the rate of diffusion because it affects the kinetic energy of the particles. At higher temperatures, particles have more kinetic energy and move faster, leading to a higher rate of diffusion.

Pressure affects the rate of diffusion because it affects the concentration gradient. An increase in pressure can compress the gas and increase the concentration gradient, resulting in a higher rate of diffusion.

To know more about the diffusion, here

brainly.com/question/14392880

#SPJ4

Other Questions
What steps should be taken to calculate the volume of the prism? Select three options. A rectangular prism with a length of 9 and one-half feet, width of 24 feet, and height of 6 feet. Use the formula A = one-half b h to find the area of the base. Use the formula A = b h to find the area of the base. Use the formula V = B h to find the volume of the prism. The volume of the prism, V is (114) (6) = 684 feet cubed. The volume of the prism, V is (228) (6) = 1,368 feet cubed. An _______ is a promise or commitment to do (or refrain from doing) a specified activity such as selling a good at a certain price or offering to provide services at a given rate. How do you make a perfect circle without a compass What evidence can you find in the story to show that the people are superstitions In what ways has education become less(or more) racist in Canada ASAP please someone help me do a two column proof. I dont get it A net force of 1,377 N accelerate a car from rest to 62.07 km/h in5.717 seconds. What is the weight of the car? an artistic technique used to show areas of light and dark on a sketch What is the answer for -3(-5) - 16? Whichof the following spelling words are four-syllable words?exoneratea significanceexaggerateexamineexasperatespecify I need some help with this question about graphed functions Please choose any system that suits you, then do all that isrequired in the project in front of you, please do not want tosolve by hand, the solution must be exactly as required. greetingsto you alList of Topics: 1- Student attendance management 2- Human resource management 3- Hospital Patient records 4- Primary School Students 5- Bank system 6- Accounting system (Supermarket, Pharmacy,....) 7- Which of the following is not a part of the cell theory based on the observations and conclusions of Virchow? A) Cells come from cells. B) Cells contain tiny organelles. C) Cells are the basic units of life. D) Organisms are made of cells. can someone let me know if i did this right ? . material when he sold the stock. b. forward-looking when he bought the stock. c. available to the public before he bought the stock. d. available to the public after he bought the stock. 1. What sugar concentrate is made from citrus fruit with jellylike fruit juice syrup and slicedpeel or pieces of fruits.a. Jams c. Marmaladeb. Jellies d. Preserves2. How will you avoid foam to appear in your sugar concentrated food products?a. Do not stir c. Stir graduallyb. Skim off the foam d. Stir vigorously3. The following are true about producing marmalade, EXCEPTa. Always weigh the ingredients to be accurateb. If the acid is too high, you may add sodium bicarbonatec. Make sure that fruits are mature enough.d. To prevent lumps and weak gel, pectin powder must be mixed with water.4. Which of the following has a chemical name of sodium bicarbonate?a. Baking Soda c. SaltLESSON 6 Cook Sugar Concentrates(TLE_AFFP9-12SC-IVg-i-4)GRACE JOY E. VILLENAWriter TLE 7/8 -FOOD PROCESSING -SUGAR CONCENTRATES Page 3 QUARTER 2/3/4 WEEK 6b. Pectin d. Sugar5. How many cup of sugar in a 1 cup of peel?a. cup c. 1 cupsb. 1 cup d. 2 cups A client with chronic kidney disease who is scheduled for hemodialysis this morning is due to receive a daily dose of enalapril. When should the nurse plan to administer this medication?A. During dialysisB.Just before dialysis C.The day after dialysis D.On return from dialysis 25marks, please help with one question pleaseswer TWO of the following essay questions. All questions in this section carry 25 rks. Each of your answers should not exceed 600 words. 1 Discuss whether economists or psychologists have contributed Claims Evidence Reasoning Make a claim about along which type of tectonic plate boundary this fault would be common. Provide evidence to support the claim andexplain your reasoning. One's psychological mask, or _______ hides one's real personality