Discuss the issues of overfitting versus using parsimony and how this is particularly important in big data analysis.

Parsimony in statistical modeling is often discussed in terms of Occam’s razor in the formulation of hypotheses. Address the following:Discuss the issues of overfitting versus using parsimony and how this is particularly important in big data analysis.Is overfitting more of a problem in the generalized least squares model?Discuss some hierarchical methods that do not require the parsimony of generalized least squares model.Discuss these hierarchical methods, and provide links to any references that you find on the topic.Be substantive and clear, and use scholarly examples to reinforce your ideas.

What are the benefits and costs of a Lean Six Sigma program and how should they be tracked?

Course Objectives:CO4: Integrate tools such as process mapping, quality control charts, other quality tools, and inventory models to support supply chain management effectivenessCO8: Compose the results of operations and case studies effectively in writing the results of operations analysis and case studiesPrompt:According to the assigned case study, as 3M went through this major transformation, many questions went through the minds of 3M managers. Analyze the case study and answer the following questions:What are the benefits and costs of a Lean Six Sigma program and how should they be tracked?How should the various functional areas in the organization be included in the Lean Six Sigma initiative, and what role should senior and middle management play in this change initiative?Do you agree with any of the points made by skeptics about the original Six Sigma program at 3M? Explain why they believe that skepticism is warranted.How will Lean Six Sigma affect the innovative culture at 3M, and is Lean Six Sigma enough?How does Lean Six Sigma in 3M differ from traditional TQM programs?Instructions:Label your Word document as follows: yourlastname.doc (ex: Johnson.docx)The paper should be at least 1,000-wordsThe paper should be APA-compliant paper comprising your responseMinimum 5 full pages of content (Word Document) of strategic material (does not include cover page, abstract, nor reference pages)All charts, graphs, pictures are to go in the appendix (not a substitute for content)The paper must provide inline citations to at least five scholarly sources supporting your paperRefrain from excessive use of quotes in your response (less than 5%)Once you submit your document to the assignment folder it will automatically be loaded to TURNITIN.COM within the course. Your similarity scan score must be 20% or less (the following will be excluded: headers, bibliography, etc. prior to instructor grading paper—focus on the content of scan percentagePlagiarism will result in an automatic zero for this assignment605wk3

Discuss catheter acquired urinary infections in hospital settings.

Discuss catheter acquired urinary infections in hospital settings. What policies are in place in the surrounding clinical environments to help decrease infections associated with the use of urinary systems?Define and explain the following catheters, please detailed in your explanation such as sizes, etc.StraightIndwelling retentionTriple lumenMinimum 200 words

Select one (1) specialized unit within a contemporary crime lab and prepare an 1,200 word paper (content) addressing the functions of the unit, the importance of the particular forensic examinations within the unit, and how the unit will help investigators solve crime.

Crime is at an all-time high in the City of Crimetown, USA. City Officials are determined to reduce crime and have already allocated money for more police officers. They have additional funds and want to allocate a portion to the crime laboratory of Crimetown Police Department. You and your fellow co-workers at the crime laboratory have been asked to prepare a presentation to the City Officials. The City is considering allocating additional funds to one forensic unit within the crime laboratory this year and they wish to gain a better understanding of the functions of the unit and why this unit would be the most helpful in solving crime.Select one (1) specialized unit within a contemporary crime lab and prepare an 1,200 word paper (content) addressing the functions of the unit, the importance of the particular forensic examinations within the unit, and how the unit will help investigators solve crime. I recommend using real life case examples and statistics to bolster your argument. 1,200 to 1,500 words in length (not including your title, abstract, and reference pages), written in APA format (title page, abstract, and separate reference page) and include at least 6 scholarly references.

What options can you offer to him for making a complaint?

You work in a hospital compliance department. A patient who was recently discharged from the hospital comes into the office to report that he believes his health information was disclosed without his authorization to his employer. Assume that he was not hospitalized for a work-related injury. What options can you offer to him for making a complaint? Suppose that the information was disclosed by a nurse employed by the hospital. What practices should the hospital have in place for complaint investigation and discipline?Make sure to fully answer the questions, follow APA format for citing your source(s), and include an introduction and conclusion. should be at least 5 paragraphs.

What three methods do you propose will provide a holistic response to crime victimization? Explain.

PLEASE READ BELOW, THIS IS 2 QUESTIONS/DISCUSSIONSA Holistic Response to Crime Victimization This week’s required readings discuss how multifaceted victimization is and the role of a social support system in assisting a victim to work through victimization. There are many techniques that can be used to respond to crime victimization, such as using innovative advancements in technology or grassroots activism and action.Address the following in your initial post:· What three methods do you propose will provide a holistic response to crime victimization? Explain.· In your response, critique the criminal justice system’s response to victimization and propose a holistic plan for providing victims with restitution.· In your opinion, what will it take in order for victims to be made whole again? Explain.Your initial post must contain approximately 400 words and reference at least two scholarly sources in proper APA format. The Future of Victimology This week’s readings discuss how the various characteristics of a person can make them vulnerable to becoming a victim of crime. Victimology has come a long way since its initial acceptance in the criminal justice community; however, there remains work to do in order to eradicate criminal victimization.Address the following in your initial post:· What are three changes you expect in the field of victimology over the next 50 years?· Discuss the current state of victimology for the areas you choose, and provide support for the ways in which victimology will change.Your initial post must contain approximately 400 words and reference at least two scholarly sources in proper APA format. At a minimum, your discussion should include sections analyzing the rise of victimology, evaluating empirical data regarding crime victims, explaining the victim’s contribution to crime, critiquing the criminal justice system’s response to victimization, and a proposed holistic plan for victim restitution.

As an ordinary citizen wanting to become active in party politics, where would you start, and how would you proceed?

Well folks, you know sooner or later we’d be discussing aspects of recent and upcoming elections, from the purely political perspective. To clarify, chapter 3/21 was about groups and PAC’s–which exist for politics, but also have social and economic benefits. Chapter 4/22 was about voting and elections, which are government and administrative events. Chapter 5 and more chapter 22 is up next, about political parties in Texas. Sigh… Unlike the previous 2 chapters, this topic is full of historical trends, organizational limits, and no clearly defined boundaries. Darn it, give us a break, and a system that makes sense please!Actually, it does function, but in a dysfunctional way! What I mean specifically is that an affiliation with a political party means “more than likely” one is grouped with like-minded people, about like-minded ideas. The problem is that MOST Texans agree on many ideas, but how do good or useful ideas become policies? What does this idea holder do if he or she is elected to govern? Our goal for this week is to learn about the differences between political parties, in Texas, and how these organizations control political power (through majorities and winning offices) and how those in power use the voter’s geographical locations (districts) to get re-elected (redistricting) Ugh.Mostly though, we can make our estimations of candidates or officeholders by first understanding a bit about the party system (chapter 5 sections 3-5, chapter 22), and then the four significant functions of the parties (section 6)Please read over these chapters carefully, and answer the following questions:1. Study/trace the temporary and permanent party organizational structures in Texas. As an ordinary citizen wanting to become active in party politics, where would you start, and how would you proceed?2. Next, see the link below…These are the political parties in some form of existence in Texas.. Read over them, and list 2 items (planks) you agree with and 2 that you disagree with, for at least 3 partieshttp://www.mondopolitico.com/parties/us/texas/us.tx.pp.htmFinally, which party platform surprised/interested you the most, and why?

If a community rejects non-legislative efforts to adopt sustainable practices, should it be forced upon them through laws or regulation? Defend your response.

ReflectionReflect on the following in a minimum of 500 words:Sustainability Regulation If a community rejects non-legislative efforts to adopt sustainable practices, should it be forced upon them through laws or regulation? Defend your response. Sustainability Tools and Resources Find 2 to 3 tools or resources available to health care leaders to help guide their efforts toward sustainable operations and explain the benefits of these tools or resources.

Create an article that could be shared online that defines key terms, explains fundamental concepts, and shares relevant examples as to why domestic businesses should consider expansion into global markets.

OverviewBlogs, LinkedIn articles, and other online publications are channels of communication through which people can share their experience, perspectives, and expertise directly with readers—and readers can respond via electronic comments. While these electronic channels are usually not as credible as scholarly publications, they are a great way for readers to learn about new topics and for writers to share their insight and expertise with a virtual audience. They are also often supported with references to case studies, reports, and other research.In this assignment, you will write an article for a virtual, professional audience to share your knowledge of the module resources concerning what globalization is and why organizations consider global expansion.PromptCreate an article that could be shared online that defines key terms, explains fundamental concepts, and shares relevant examples as to why domestic businesses should consider expansion into global markets. The article should have a brief introduction that explains what readers will gain from the post, a body that provides content supported with textual evidence from the course resources, and a conclusion that summarizes key takeaways for the reader.Specifically, you must address the following rubric criteria:Types of Business Environments: Differentiate between domestic and international business environments by defining and providing key characteristics of each type, using supporting evidence.Example Organizations: Identify examples of domestic and international organizations and explain how they meet the criteria for each type of organization, using supporting evidence.Benefits of Expansion: Explain the key benefits of international and global expansion for domestic businesses, providing specific examples and using supporting evidence.Ethical Considerations: Explain the role of ethics in making business decisions regarding expansion to a new market and how ethical decision-making frameworks can be used to help make these decisions. Use supporting evidence as appropriate.Guidelines for SubmissionSubmit your article as a Word document between 350 and 500 words in length. Use APA formatting and cite your sources according to APA style.

What is the Ethical Dilemma, and how would you respond as a therapist?

Case A: Joey & EAPYou are seeing Joey, a 25-year-old man, who was referred through his employer’s Employee Assistant Program. The man claims symptoms of depression and anxiety. He states that if his boss finds out he has depression they will move him to a less favorable position and he is afraid it will make him further depressed. You have ruled out current suicidal ideation but Joey has a history of suicidal thoughts. You are limited to 6 sessions to help him. The next day after his session, his boss-Frank calls and leaves you a message stating that Joey mentioned he was seeing you for therapy and gave Frank permission to contact you.What is the Ethical Dilemma, and how would you respond as a therapist?

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