How do you find the multicollinearity of an independent variable?

Answers

Answer 1

The degree to that which variables are interrelated is referred to as multicollinearity. There is multicollinearity when there exists a correlation between two independent variables.

A combination of two or more variables and one outcome variable is correlated. Researchers evaluate regression coefficients as part of linear regression to gauge the relative importance of independent variables. They examine the size of the coefficients and assess their statistical significance. Researchers determine that a variable contributes to the regression equation's predictive power if its coefficient is significantly more than zero. This makes it feasible to separate out the factors that are more and less beneficial for prediction. Plotting the correlation matrix of each independent variable is the first straightforward technique. The pairwise relationship between all the variables may be seen after visualizing the correlation matrix and color-scaling the background . The Variance Inflation Factor for each independent variable is used as the second way to test for multi-collinearity. In the set of several regression variables, it is a measure of multicollinearity. The greater the correlation between a variable and the others, the higher its value in VIF.

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Related Questions

Which of the following forms of political participation require citizens to spend a comparatively large amount of personal resources
1. since they were eligible for the draft, they should be eligible to vote
2. -literacy tests
-publicized list of voters
3. -Demonstrating for political causes
-Volunteering in a political campaign
4. -voting provides a political opinion only at a certain time
-voting is limited to what is on the ballot

Answers

Demonstrating for political causes and Volunteering in a political campaign is the forms of political participation require citizens to spend comparatively large amount of personal resources .

Option 3 is correct .

The political effectiveness of citizens can be expressed in many ways: through the media, the right to protest, petitions, and free and fair elections. Political participation encompasses a wide range of activities through which people develop and express their views on the world and its governance, and seek to participate in and shape the decisions that affect their lives.

Capacity building and learning, including increasing awareness and understanding of public institutions and how they work, so that citizens can better access the services they need and understand the limits and limitations of various public institutions, increasing  trust and optimism.

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Which of the following is a central idea in the conclusion of the Declaration of independenc
O Life, liberty, and the pursuit of happiness are unalienable rights.
O The colonies have the right to separate from Britain's oppressive rule.
O Colonists should have more rights than their British brethren.
O British citizens will be barred from entering the colonies in the future.

Answers

Colonists should have more rights than their British brethren is a central idea in the conclusion of the Declaration of independence. The correct option is C.

What exactly is the Declaration of Independence, and why did it come into being?

The 13 American colonies severed their political ties with Great Britain by issuing the Declaration of Independence, which was adopted by the Continental Congress on July 4, 1776. The colonists' motivations for seeking independence were summarised in the Declaration of Independence.

The central idea in the conclusion of the Declaration of Independence is that the colonies have the right to separate from Britain's oppressive rule. The specific language used in the conclusion reads: "

Thus, the ideal selection is option C.

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To figure out what type of tests you are best at, you should
a. Ask your teacher for their professional
c. Ask more questions in class
opinion
b. Write down your test grades after each test d. Create study guides that reflect any type of
and compare them
question that might be on a test

Answers

To figure out what type of tests you are best at, you should write down your test grades after each test and compare them. The correct option is (C).

How many types of tests?

Today's schools administer four different types of tests:

Diagnostic.Formative. Benchmark.Summative.

Diagnostic tests can also be used to make a prognosis, plan a course of treatment, and assess how well that course of treatment is working.

The drawback of this approach is that it only yields a summative result, offering neither the learner nor the instructor any feedback on the actual learning that has taken place.

Therefore, to determine which types of tests you excel at, keep track of your test grades after each one and compare them.

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This question is written inappropriate way, the complete question is :

To figure out what type of tests you are best at, you should:

a. Ask your teacher for their professional opinion.

b. Ask more questions in class.

c. Write down your test grades after each test and compare them.

d. Create study guides that reflect any type of question that might be on a test.

The manager of a department store in Adama is attempting to decide on the types and amounts of
advertising the store should use. He has invited representatives from the local radio station, television
station, and newspaper to make presentations in which they describe their audiences.
a. The television station representative indicates that a TV commercial, which costs Birr 15,000,
would reach 25,000 potential customers. The breakdown of the audience is as follows.
Male Female
Old 5000 5000
Young 5000 10000
b. The news paper representative claims to be able to provide an audience of 10,000 potential
customers at a cost of Birr 4000 per ad. The breakdown of the audience is as follows.
Male Female
Old 4000 3000
Young 2000 1000
c. The radio station representative says that the audience for one of the station’s commercials, which
costs Birr 6000, is 15,000 customers. The breakdown of the audience is as follows.
Male Female
Old 1500 1500
Young 4500 7500
The store has the following advertising policy:
a. Use at least twice as many radio commercials as news paper ads.
b. Reach at least 100,000 customers
c. Reach at least twice as many young people as old people
d. Make sure that at least 30% of the audience is women.
Available space limits the number newspaper ads to 7. The store wants to know the optimal number of each
type of advertising to purchase to minimize total cost.
Required:
a. Formulate appropriate linear programming mode

Answers

Creating the proper linear programming model to choose the optimal combination of advertising possibilities in order to preserve the minimal cost target.

What is Advertisement?

Advertisement is a public communication that promotes a product, service, brand, or event.

The department store manager in Adama is trying to decide what kinds and how much advertising the store should utilize. As a result, the choice to accept the style of advertisement exists. He therefore employs an advanced strategic cost management and program evaluation technique from operational research.

The goal of linear programming is for the store to determine the ideal quantity of each sort of advertising to buy in order to reduce overall cost.

Therefore, creating the proper linear programming model to choose the optimal combination of advertising possibilities in order to preserve the minimal cost target.

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Discuss one effect of the revolt in 1857? (The English East India Company ended) Please help

Answers

One effect of the revolt in 1857 was the end of the East India Company's monopoly over trade and industry in India. This allowed for more competition and foreign investment, which helped to modernize the Indian economy and led to increased economic growth and development. Additionally, this revolt was a key event in the struggle for Indian independence and was an important step towards eventual decolonization.

Which two statements about the Han dynasty help explain why it was the golden age of China?
It lasted for more than 400 years and didn’t face any natural disasters.
All areas of life, including literature, technology, economy, science, and philosophy, grew and thrived.
The creation of the Silk Road opened up China to other civilizations and strengthened its economy.
China started to develop a strong central government with a belief in the Mandate of Heaven.
Taoism and Confucianism both existed in harmony.

Answers

The construction of the Silk Road and development in all aspects of life are two claims about the Han dynasty's greatest period in China.

What does the word "Han dynasty" mean?

The Han Dynasty is a Chinese imperial dynasty most renowned for its long rule and magnificent achievement.

There was ground breaking during the rule of the Han Dynasty, which led to progress in areas such as water, science, and architectural constructions. The Silk Road enabled trade to grow with Europe, whose people were insatiable for exotic items from China and India (they were richer than European countries at the time). It was dubbed the Silk Road because Chinese silk was the principal commodity exchanged, and it substantially aided China's economy.

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Q1. For each of the following statement,
decide whether descriptive or inferential
statistics used.
.
1. A recent study showed that eating
garlic can lower blood pressure.
point

Descriptive
Inferential​

Answers

A statistical inference. The consumption of garlic helps lower blood pressure, according to a recent study.

Descriptive statistics, in b. At White Oak University, a class typically has 22 students.

There are two types of statistics: descriptive and inferential. Descriptive statistics uses a set of data to do numerical computations and then draws conclusions from the results. Tables, graphs, and other types of data representation could be used to gather this information. Yet, inferential statistics draw inferences and make assumptions based on a sample of data.

Mean, median, mode, quartile, and percentile are a few examples of descriptive statistics. Option B is therefore descriptive. However, since some assumptions were relied on the impact of garlic on blood pressure, option A is inferential statistics.

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Correct Question:

For each statement, decide whether descriptive or inferential statistics were used.

a. A resent study showed that eating garlic can lower blood pressure. ___________________

b. The average number of students in a class at White Oak University is 22 _____

Should a Christian avoid non Christian? True or false?

Answers

Answer: False, in the bible Jesus was surrounded by nonbelievers so a Christian shouldn't avoid non-Christians.

Explanation:

Before an interview, you should perform a self-assessment to:
OA. review your strengths, weaknesses, and career goals.
OB. find out what careers are right for you.
C. choose what you should study in college.
OD. discover what you like to do.

The answer is A. review your strengths, weaknesses, and career goals.

Answers

Answer:

OA

Explanation:

reviews your strength, weakness and career goals

Americans belonging to which political party are more likely to favor US military intervention in Ukraine?

Answers

That would be the Democratic Party. As you can see, Biden and his supporters favor US military intervention in Ukraine as well as funding Ukraine. On the other hand, the Republican Party, Trump and his supporters, want to stop the US from supporting Ukraine.

what do these headlines say about how the supreme court has addressed the principle of equality on which the untied states was founded

Answers

I'm sorry, but you haven't provided any specific headlines for me to analyze. The Supreme Court has addressed the principle of equality in various ways throughout history, and the impact of their decisions can vary depending on the specific case and context.

In general, the Supreme Court has had a significant role in interpreting and shaping the meaning of equality in the United States. Some landmark cases, such as Brown v. Board of Education and Loving v. Virginia, have advanced the cause of equality by striking down segregation and anti-miscegenation laws. On the other hand, other cases, such as Citizen's United v. Federal Election Commission, have been criticized for potentially undermining equality by allowing for unlimited corporate spending in elections.

Without specific headlines to analyze, it is difficult to determine how the Supreme Court has addressed the principle of equality in a broader sense.

Based on the graph, how many people are willing to work when the government of a county raises the minimum wage from $17 to $25?

Answers

Answer is E 28
Hope I was able to help have a blessed day


Describe generalist social work. Include a history of the social work practice and societal movements affecting
the development of social work practice.
.

Answers

A generalist’s social worker is an individual whose aim is to enhance the overall well-being of client systems that all different sizes.

Explain in detail generalist social work.

Organizations, families, groups, and communities are examples of these systems. They are present in various contexts and aid in recognizing the connection and interconnectivity of various systems. Therefore, it is their responsibility to see to it that they encourage the quest of economic and social justice across these institutions. In order to ensure that the impacted groups are acknowledged, supported, and have their human potential increased, generalist social workers should interact with individuals and systems in a way that highlights a variety of strengths (Colby & Dziegielewski, 2016). The ideal approach to carry out these projects is to get involved in community and organisational development activities, and then conduct an evaluation to see if the supplied services are successful, moral, or valuable.

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the issues between the north and south prior to the civil war?????? HELP
ITS DUE TMR

Answers

The issues between the North and South prior to the American Civil War were primarily economic and political in nature. The main point of contention was slavery and its expansion into new states and territories. The North, which was industrialized and relied on free labor, opposed the spread of slavery and wanted to limit its growth. The South, on the other hand, was largely agrarian and relied on slavery as an essential part of its economy. As a result, they wanted to protect and expand the institution of slavery.

Another major issue was states' rights. The South believed that states had the right to secede from the Union if they so desired, while the North maintained that the Union was indivisible and that secession was unconstitutional.

Additionally, there were also disagreements over tariffs, trade policies, and the balance of power between the federal government and the states. These issues, combined with the issue of slavery, ultimately led to the outbreak of the American Civil War in 1861.

Draw each of the plate boundaries indicated below. Research each boundary to identify a
location on Earth where each type exists. Then, describe which plates are involved and how
each is moving at each location.

Answers

Plate tectonics describes how the Earth's outermost layer, or lithosphere, which is made up of the crust and upper mantle, gets split up into enormous rocky plates. These plates rest on top of the asthenosphere, a partly molten layer of rock.

What are the many forms of plate movement on Earth?

Plate movement results in three types of tectonic borders: convergent boundaries, where plates move into one another, divergent boundaries, where plates move apart, and transform boundaries, where plates shift sideways in respect to one another. Divergent borders — where new crust is formed as the plates pushed apart. Convergent borders are formed when one plate dives beneath another. Transform barriers are those where crust is neither created nor destroyed as plates slide horizontally past each other. The plates can be compared to fractured shell pieces that lie on the heated, molten rock of Earth's mantle and fit tightly against one another. The heat generated by radioactive processes within the planet's center causes the plates to move in opposite directions.

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What type of system was a manor system?democratic and economiceducational and socialjustice and democraticeconomic and social.

Answers

Answer:

economic and social

Explanation:

what do you think about the way of life

Answers

you can lie down for people to walk on you and they will still complaint that you are not flat enough

or

the way you think, the way you behave, the way you eat, can influence your life by 30 to 50 years

Answer:

you know life is life you could just live to be alive in life its not right for u to just want to die but its cool

Explanation:

Develop a response to the following prompt citing evidence from the material you just read to discover your response  an argument for stronger federalism

Answers

Stronger federalism is a political philosophy that advocates for a stronger role for the federal government in the governance of the United States. It is based on the idea that the federal government should have more power and authority than the state governments, and that the federal government should be the primary source of law and policy in the country.

What does "strong federalism" mean?

Federalism can generally be divided into two extremes: at one extreme, a strong federal state has almost no powers reserved for local governments and is almost entirely unitary; at the other extreme, the national government may only be a federal state in name and operate more like a confederation.

They supported representative, as opposed to direct, democracy, weaker state governments, a strong central government, indirect election of government officials, longer term restrictions for officeholders.

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HELP ME PLS HURRRY!
What were some of the major technological contributions made by China and the Islamic world in this period, 1200 to 1450?

Answers

During this period, 1200 to 1450, both China and the Islamic world made major technological contributions. The Chinese invented paper, gunpowder, the magnetic compass, and the printing press, and the Islamic world made significant advances in mathematics, astronomy, navigation, medicine, and engineering.

according to john maynard keynes general theory of employment, the government should in order to get the economy out of a depression

Answers

according to John Maynard Keynes, the government should intervene in order for the economy to get out of the depression

Keynes was one of the first modern economists who was very critical of classical economists. He openly opposed the ideology of J B Say who coined that the economy always remains at full employment and full output level.

according to the Keynesian theory of macroeconomics, Keynes said that the economy could be at the equilibrium level under the full employment level. according to him, there is a need for government intervention in modern markets in order for the economy to remain at the equilibrium level.

He disobeyed the classical theory of macroeconomics and created his own theory after the great depression in America.

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Listeners who assume that particular accents are invariably proof of specific abilities and traits are exhibiting _____________.A. StereotypesB. Affiliation C. DivergenceD. Status

Answers

Listeners who assume that particular accents are invariably proof of specific abilities and traits are exhibiting Stereotypes. So the option A is correct.

Stereotypes are oversimplified beliefs about a certain group of people or a certain type of behavior. They can be negative and inaccurate and can lead to prejudice, discrimination, and other forms of unfair treatment. Examples of stereotypes include assuming that all members of a certain race or gender are the same, or that people from a certain social class act a certain way.

Common stereotypes include the belief that all Asians are good at math, all women are bad drivers, and all men are strong. Stereotypes can be damaging and lead to discrimination against certain groups, so it is important to be aware of them and challenge them when we encounter them.

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O*NET’s Work Activities section for Foresters. Note that common activities are listed toward the top, and less common activities are listed toward the bottom. According to O*NET, what are common work activities performed by Foresters? Check all that apply. Communicating with supervisors or peers repairing electronic equipment organizing, planning, and prioritizing work interviewing and hiring new employees monitoring processes or materials documenting/recording information​

Answers

O*NET lists the following as typical tasks carried out by foresters:

2. Peers repairing electronic equipment and Organizing, prioritizing, and planning work.

4. recording/documenting information

1. Interacting with managers

3. bringing on new personnel; keeping an eye on materials or processes

Making strategies to renew forested regions, keeping track of their development, and overseeing tree harvests are some of the foresters' main responsibilities. Making plans to preserve woods free of disease, dangerous insects, and destructive wildfires is another responsibility of a forester.

Animals that are ill or hurt can be treated by giving medication, setting bones, applying bandages, or having surgery. Vaccinate animals against a range of illnesses, including rabies and distemper. Inspect animals to find and characterize any illnesses or injuries.

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Correct Question:

O*NET’s Work Activities section for Foresters. Note that common activities are listed toward the top, and less common activities are listed toward the bottom. According to O*NET, what are common work activities performed by Foresters? Check all that apply.

1. Communicating with supervisors

2. peers repairing electronic equipment organizing, planning, and prioritizing work interviewing and

3. hiring new employees monitoring processes or materials

4. documenting/recording information​

Answer:

It is A, C, E and F

Explanation:

Trust

Pre assessment
Fill in the blanks with appropriate words :
1. Before the printing press was invented, ________________________.

Answers

Answer:

Before the printing press was invented, books were handwritten and reproduced by copying by hand.

What is not a characteristic of ethnic identity?

Question 7 options:

1 language


2 geography


3 clan membership


4 age

_________________________________________________

Match the life expectancy to its country.

Question 10 options:

Rwanda


United States


Kenya


Sudan

1.
63 years

2.
62 years

3.
58 years

4.
78.5 years

Answers

7. Age is not a characteristics of ethnic identity. The correct option is option 4.

10. Life expectancy of the following countries is as follows.

Rwanda is 63 years

United States is 78.5 years

Kenya is 62 years

Sudan is 58 years.

What is life expectancy?

Life expectancy is a statistical measure of the average time an organism is expected to live, based on the year of its birth, current age, and other demographic factors like sex. It is the average number of years of life a person who has attained a given age can expect to live. Life expectancy is a measure that is often used to gauge the overall health of a community.

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True, or false?

Partly due to the Plessy v. Ferguson case, the U.S.
had to battle years of segregation in schools, movie theaters, restaurants, and other
public places.

Answers

The statement that " the U.S. had to battle years of segregation in schools, movie theaters, restaurants, and other public places, partly due to the Plessy v. Ferguson case" is True.

What did Plessy v. Ferguson lead to ?

The Plessy v. Ferguson case was a landmark 1896 U.S. Supreme Court decision that upheld the constitutionality of racial segregation under the "separate but equal" doctrine.

This decision allowed for the continued segregation of public facilities such as schools, movie theaters, restaurants, and other public places, and contributed to the institutionalization of racial segregation in the United States for many years.

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Which president came to power after Abraham Lincoln and was soon after impeached?
Ulysses Grant
Rutherford B. Hayes
Hannibal Hamlin
Andrew Johnson

Answers

The answer is: Andrew Johnson

Andrew Johnson (December 29, 1808 – July 31, 1875) was an American politician and tailor who served as the 17th president of the United States, from 1865 to 1869. He assumed the presidency following the assassination of Abraham Lincoln, as he was vice president at that time. Johnson was a Democrat who ran with Lincoln on the National Union ticket, coming to office as the Civil War concluded. He favored quick restoration of the seceded states to the Union without protection for the newly freed people who were formerly enslaved. This led to conflict with the Republican-dominated Congress, culminating in his impeachment by the House of Representatives in 1868. He was acquitted in the Senate by one vote.

Monitoring students progress, master calendars and time analysis, and making evaluations and yearly program audit, and administrative tasks are important aspects of?

Answers

Answer:

These activities are important aspects of school administration and educational program management.

Explanation:

Monitoring students' progress, creating and maintaining a master calendar, and conducting time analysis help ensure that the educational program is running smoothly and efficiently.

Making evaluations and conducting a yearly program audit are crucial for assessing the effectiveness of the program and making improvements where necessary.

Administrative tasks such as organizing and managing resources and personnel, communicating with parents and other stakeholders, and overseeing compliance with regulations and policies, also play a key role in ensuring the success of the educational program.

______ is well known for connecting businesspeople; as the largest network of business professionals, with global reach, it counts approximately 530 million members.

Answers

LinkedIn is well known for connecting businesspeople; as the largest network of business professionals, with global reach, it counts approximately 530 million members.

LinkedIn is a professional social network for career-minded individuals. It allows its users to create a profile to showcase their skills and experience, and to connect with other professionals in their field. LinkedIn also offers job postings, company information, and industry news. It is a great way to network with professionals from all over the world and to stay up-to-date on the latest industry trends.

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According to Mary Parker Follett, in the context of constructive conflict and coordination, _____ involves invention.
a. domination
b. integration
c. coercion
d. compromise

Answers

The correct option is B;  Integration , According to Mary Parker Follett, in the context of constructive conflict and coordination, Integration involves invention.

Mary Parker Follett promoted a scientific method for the study and practice of business administration, like many other persons of her time. The National Research Council originally planned the Hawthorne trials to investigate the impact of shop-floor illumination on employee productivity at a telephone components manufacturer in Hawthorne. Follet contends that conflict, while a normal and inevitable component of life, need not always result in negative consequences. Rather, a conflict might offer a chance for beneficial or constructive development if tackled with the proper analytical and creative tools (hence the title of paper).

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5. Explain why it is important for businesses to understand their history and how that history sets limitations? 6. Pine uses Starbucks as an example to illustrate how price points change as consumers move from purchasing a simple product to purchasing an experience. Explain what happens to the cost for the customer as these stages progress.​

Answers

Answer:

the gain will increase in the business bcos gain is added money to capital

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three brokers meet and agree that all of their listing contracts will have one-year terms. of which type of antitrust violation is this an example? A rectangular dog pen has an area of 384 sq yd. The width is 24 yd. How much does it cost to fence it if the cost for fencing is $9 per foot? Scientists plan to use selective breeding to produce a new type of wheat for farmers who live in northern areas with short summer seasons. Which of these traits would be most useful for these farmers?. solve the equations y=2x+56 and y=9x What is the significance of lithium battery manufacturing?The U.S. government treated their manufacture as critical to economic recovery.They could replace other green initiatives in the auto industry.The U.S. uses less than 2 percent of the worlds supply.The significance is limited compared to the importance of semiconductors. which clinical finding indicates compromised circulation for a client with a long leg cast? select all that apply. one, some, or all responses may be correct. foul odor swelling of the toes drainage on the cast increased temperature prolonged capillary refill If the sum of 3 consecutive numbers is 114 find the numbers? WILL MARK BRAINLIEST!:) Help pls Thank you mwa Given the particulate model which depicts the mechanism for the decomposition of NO2, answer the following questions.What is the chemical formula for the intermediate? Write a balanced equation for the overall chemical reaction. Do not add states of matter. How is the weather affected by temperature, precipitation, air pressure, and wind? HELP ASAP PLEASEWrite a small paragraph (4-5 sentences) explaining why. In NOP, \overline{NP} NP is extended through point P to point Q, \text{m}\angle OPQ = (9x-19)^{\circ}mOPQ=(9x19) , \text{m}\angle PNO = (2x+5)^{\circ}mPNO=(2x+5) , and \text{m}\angle NOP = (3x+16)^{\circ}mNOP=(3x+16) . Find \text{m}\angle NOP. MNOP a graduated cylinder contains 100 ml of a liquid. the mass of the graduated cylinder with the liquid is 145 grams. the mass of the graduated cylinder when empty is 45 grams. the liquid is most likely Complete the table below treat each row has a different problem. Important : the last row is sector area (a) Write the expression as a square monomial 0.16x^2y^2Answer: (____)^2 Note: Enter your answer and show all the steps that you use to solve this problem in the space provided.1124Find the value of x. Round to the nearest tenth. The diagram is not drawn to scale. A kangaroo hopped 3,5203,5203, comma, 520 yards to the lake with her baby in her pouch. She hopped the remaining 5,2805,2805, comma, 280 yards without her baby in her pouch.How many miles did the kangaroo hop to the lake? Transcribed image text: To Americans the rise to modernity meant following the ideas of the Enlightenment, which emphasized the free individual. On the one hand, the individual must be free from the tyranny of a king. On the other hand, which of the following is the appropriate sentence for the blank? the individual should be a part of the natural world. the individual should be free from the bonds of the natural world. the individual should follow the rules of nature. the individual should bond with the natural world. Which sentence most clearly describes a theme?O A. Death reminds everyone of what counts in life.O B. The rich description makes the setting come to life.O C. Luke finds out that Darth Vader is really his father.O D. The clash of personalities is the source of conflict. What is the solution to this inequality 6 - 5y < -34 An engineer needs to create a bridge that consists of right triangles for support. Determine whether the triangle shown is a right triangle. Be sure to include your answer and show/explain the steps you used to solve.