What are four main assumptions for parametric statistics?Why it is important to discuss or test the assumptions before conducting parametric statistical analyses?

Math/Physic/Economic/Statistic Problems

Question 1. Inferential Statistics Concepts and Assumptions & Concepts

A. What is the standard error of measurement?

B. What is the standard error of the mean?

C. Discuss the term confidence interval.

D. What are four main assumptions for parametric statistics?

E. Discuss and explain in your own words each of the four main assumptions.

F. Why it is important to discuss or test the assumptions before conducting parametric statistical analyses?

Question II. Standard Error of the Mean and Confidence Intervals

A district-wide test is used to measure math aptitude in freshmen in high school students, with a mean of 78 and a standard deviation of 12. Thirty-six selected freshmen took the test, and their mean score was 85. You are tasked to examine if these students are significantly different from the district test group.

A. Calculate the standard error of the mean (SEM)? (Note: SEM is calculated by dividing the standard deviation by the square root of the sample size.)

B. Why is it better to use a 99% CI then a 95% CI?

C. Explain a 95% CI and give an example or apply the meaning in a real-world situation (you do not need to calculate by hand but can if you want to! OR you could create a fake dataset on SPSS and have SPSS

Calculate the CI, OR make it up OR use an online CI calculator such as The point of this assignment question is for you to understand what the 95% CI means.

D. Explain a 99% CI and give an example or apply the meaning in a real-world situation (you do not need to calculate by hand but can if you want to! OR you could create a fake dataset on SPSS and have SPSS

Calculate the CI, OR make it up OR use an online CI calculator such as The point of this assignment question is for you to understand what the 99% CI means.

Question III. Testing for Parametric Assumptions

A movie company wants to test if there are movies that are preferred more by females and preferred more by males. The movie company surveyed 20 men and 20 women and showed half of each sample a film that was supposed to be a movie preferred more by females (The Notebook) and males (The Godfather). In all cases, the movie company measured their excitement as an indicator of how much they enjoyed the film. open the movie SPSS file, and answer the following questions:

A. Conduct the required analyses to test for the assumptions of normality (Shapiro-Wilks or Kolmogorov- Smirnov) and homogeneity of the variance (Levene’s) for the two films from the data in the movie data file.

B.Write a few sentences describing the assumptions required in this exercise and whether or not they were met.include information from the output to support your answers.

How have you grown this semester? Why is the public health of children and youth an important field of study?

Childhood and adolescence

In this course you have studied childhood and adolescence and how their health is impacted by social causes. How have you grown this semester? Why is the public health of children and youth an important field of study?

You will be graded on how well you justify your answer using literature, data, and web links provided in this course.

What is the value of consumer surplus? What is the value of producer surplus?Now the government imposes a £3 per unit subsidy on the production of the good. Why is there a deadweight loss associated with the subsidy, and what it the size of this loss?

Math/Physic/Economic/Statistic Problems

In two-car automobile accidents, passengers in the larger vehicle are significantly more likely to survive than are passengers in the smaller vehicle. In fact, death probabilities are decreasing in the size of the vehicle you are driving, and death probabilities are increasing in the size of the vehicle you collide with. Some politicians and lobbyists have argued that this provides a rationale for encouraging the sale of larger vehicles and discouraging legislation that would induce automobile manufacturers to make smaller cars.

Discuss this argument in light of our course. (5 marks)

Michael wants to rent out a flat from Susan. Michael has a big passion for art and enjoys drawing, so much that he often draws on any surface he can find, including walls.
Michael’s receives £400 in utility from being able to draw on the walls of the flat, whereas Susan would like the walls to remain clean.

If Michael draws on the walls, it will cost Susan £700 to have the walls repainted. Thus, Susan is considering charging Michael a damage deposit of £700. (10 marks)

Explain why this situation could be considered a principal-agent problem. (5 marks)

Draw the extensive form of this principal-agent problem and use backward induction to solve for the Nash Equilibrium. (5 marks)

Answer the following question for each of the following examples: (i) smoking by individuals; (ii) toxic waste production by firms; (iii) research and development by a high-tech firm; and (iv) individual vaccination against communicable illness. (10 marks)

Is there an externality? If so, describe it, including references to whether it is positive or negative, and whether it is a consumption or production externality. (4 marks)

If there is an externality, does it seem likely that private markets will arise that allow this externality to be internalized? In other words, do you believe any potential inefficiencies can be removed without policy changes by the government? Why or why not? (6 marks)

Part Three: Analytical Questions (50 marks total)

11. Externalities:

Consider a free market with demand equal to Q = 72 – 2P and supply equal to Q = 24 + 4P.
(10 marks)

What is the value of consumer surplus? What is the value of producer surplus? (2 marks)

Now the government imposes a £3 per unit subsidy on the production of the good. Why is there a deadweight loss associated with the subsidy, and what it the size of this loss? (4 marks)

Explain how a subsidy might help reduce inefficiencies in the presence of externalities. In your answer, provide an example for when the use of subsidies might be appropriate and discuss what the optimal amount of the subsidy should be. (4 marks)

Cournot Duopoly with Incomplete Information:
Let us consider a Cournot oligopoly game where two firms compete in quantities. While both firms have the same marginal costs, MC = 2, they are asymmetrically informed about the actual state of the market demand.
In particular, firm 2 does not know what the actual state of the market demand is, but know that it is distributed with the following probability distribution:

P(Q) = 20 – Q with probability 2/3
P(Q) = 8 – Q with probability 1/3

Find the Bayesian Nash Equilibrium. Briefly explain the intuition behind each of the steps you are taking to get the answer. (15 marks)

What is the probability P(V+11×1-0.5584864 , 0.1344477?Which elements rows and columns)°, the mIcars datadrame does the following command return?

Math/Physic/Economic/Statistic Problems

Question 3 5 pts
A Logistic regression returns the linear equation for its log odds as follows -4.13251371+ 2.604052″, + 2.02504Thig

What is the probability P(V+11×1-0.5584864 , 0.1344477?

Round numbers M 4 digits after the decimal

This is a basic question about R.

Write the first six lines of a hypothetical external data file named data.esy that will be read without error by the following R command:

Which elements rows and columns)°, the mIcars datadrame does the following
command return?

Explain how ethical considerations may impact your treatment plan and communication with patients.

Case study

Briefly explain and summarize the case for this Assignment. Be sure to include the specific patient factors that may impact your decision making when prescribing medication for this patient.

Which decision did you select?

Why did you select this decision? Be specific and support your response with clinically relevant and patient-specific resources, including the primary literature.

Why did you not select the other two options provided in the exercise? Be specific and support your response with clinically relevant and patient-specific resources, including the primary literature.

What were you hoping to achieve by making this decision? Support your response with evidence and references to the Learning Resources (including the primary literature).

Explain how ethical considerations may impact your treatment plan and communication with patients. Be specific and provide examples.

Why did you select this decision? Be specific and support your response with clinically relevant and patient-specific resources, including the primary literature.

Why did you not select the other two options provided in the exercise? Be specific and support your response with clinically relevant and patient-specific resources, including the primary literature.

What were you hoping to achieve by making this decision? Support your response with evidence and references to the Learning Resources (including the primary literature).

Explain how ethical considerations may impact your treatment plan and communication with patients. Be specific and provide examples.

Why did you select this decision? Be specific and support your response with clinically relevant and patient-specific resources, including the primary literature.

Why did you not select the other two options provided in the exercise? Be specific and support your response with clinically relevant and patient-specific resources, including the primary literature.

What were you hoping to achieve by making this decision? Support your response with evidence and references to the Learning Resources (including the primary literature).

Explain how ethical considerations may impact your treatment plan and communication with patients. Be specific and provide examples.

Define affirmative action (Do not conflate affirmative action with ‘work quotas’.).Do affirmative action policies combat institutional discrimination policies such as school aptitude tests and drug laws as intended? Why, or why not?

Affirmative Actions

Define affirmative action (Do not conflate affirmative action with ‘work quotas’.).

Reflect on whether affirmative action should be based on social class instead of or in addition to affirmative action based on race. Why, or why not?

Consider the actual effects of affirmative action on opportunities for under-represented minorities. Do these effects benefit or harm minorities?

Do affirmative action policies combat institutional discrimination policies such as school aptitude tests and drug laws as intended? Why, or why not?

Are there other alternatives to affirmative action? If so, what are they? Explain the importance of these alternatives.

Explain the impact you believe the continued evolution of nursing informatics as a specialty and/or the continued emergence of new technologies might have on professional interactions.

Discussion: Interaction Between Nurse Informaticists and Other Specialists

Nature offers many examples of specialization and collaboration. Ant colonies and bee hives are but two examples of nature’s sophisticated organizations. Each thrives because their members specialize by tasks, divide labor, and collaborate to ensure food, safety, and general well-being of the colony or hive.

Of course, humans don’t fare too badly in this regard either. And healthcare is a great example. As specialists in the collection, access, and application of data, nurse informaticists collaborate with specialists on a regular basis to ensure that appropriate data is available to make decisions and take actions to ensure the general well-being of patients.

In this Discussion, you will reflect on your own observations of and/or experiences with informaticist collaboration. You will also propose strategies for how these collaborative experiences might be improved.

To Prepare:

Review the Resources and reflect on the evolution of nursing informatics from a science to a nursing specialty.

Consider your experiences with nurse Informaticists or technology specialists within your healthcare organization.

By Day 3 of Week 3

Post a description of experiences or observations about how nurse informaticists and/or data or technology specialists interact with other professionals within your healthcare organization. Suggest at least one strategy on how these interactions might be improved.

Be specific and provide examples. Explain the impact you believe the continued evolution of nursing informatics as a specialty and/or the continued emergence of new technologies might have on professional interactions.

 Explain features, advantages, and disadvantages of various policies to promote sale of insurance plans.

Full Resume Package: Resume + Cover Letter + Thank-you/Follow-up Letters

Sell various types of insurance policies to businesses and individuals including automobile, fire, life, property, medical and dental insurance or specialized policies.

Customize insurance programs to suit individual customers, often covering a variety of risks.

Explain features, advantages, and disadvantages of various policies to promote sale of insurance plans.

Calculate premiums and establish payment method.

Develop marketing strategies to compete with other individuals or companies who sell insurance.

Ensure that policy requirements are fulfilled, including any necessary medical examinations and the completion of appropriate forms

Describe the functions and structures of the central nervous system.Explain the function of neurons in intracellular communication.

Introduction to Neuroanatomy Short answer Assignment

Describe the functions and structures of the central nervous system.

Describe the different structures that make up the neuron.

Explain the function of neurons in intracellular communication.

Analyze the case (organization) using the models from class (with the exception of a SWOT analysis) and develop sound conclusions and recommendations.

Free Quote

You are to prepare a written analysis of a case about an organization that you choose. You will be expected to carefully analyze the case (organization) using the models from class (with the exception of a SWOT analysis) and develop sound conclusions and recommendations. You should demonstrate through the analysis your ability to apply the concepts from the class to a real business situation.

Additional guidelines will be available on the course website. The analysis should be no longer than eight pages, double spaced, 12-point font, 1-inch margins. You may add a cover page and additional pages for graphs, charts, tables, figures, or references.

The paper will be worth 20 points. The paper will be graded on content (i.e., concepts from the book and other sources); analysis (critically examining the strategy); and grammar/organization. Content is worth 8 points, analysis is worth 8 points, and grammar/organization is worth 4 points.