This is what I have so far d1 being the regression object gt;cooksd lt;- cooks.

I need help finding the necessary code in Rstudio to solve a question.

This is what I have so far

d1 being the regression object

>cooksd <- cooks.distance(d1)

> dbs <- dfbetas(d1)

What Rcode can I use to to make a new object, which include the values of “dbs” and the values that relate to the predictor.

do I just insert “dbs” back into the dfbetas() function?

 

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Women and Trauma: Shifting the narrative of women offending

Prompt : can you construct a narrative that might shift how we understand the issue, deliver services and experience outcomes? What new narrative can you construct that might change and improve outcomes in oneof the areas we have studied?

*Do not include a reference page. I will do that on my own. You will be writing based on the topic idea I have developed.

Topic Idea: Instead of focusing on the criminal behavior of women, a program in which women are treated through a trauma responsive lens. It is understood they endure the most sexual and physical trauma in society and as such the focus of jail time should shift to their rehabilitation. The whole idea is for society to stop punishing women who commit crime to a harsher extent because they go against societal expectations of a woman and instead understand the vulnerabilities of women as a result of our patriarchal society which lead them to commit crime in the first place. We accept that our environment shapes the actions of women and as such choose to re-shift focus on healing them from the trauma of it.

**I provided you a list of the references you need to use. I uploaded the articles and the rest are websites that you can look up.

References

Alexander, M. (2012). The New Jim Crow: Mass Incarceration in the Age of Colorblindness
(2nd ed.). New York, NY: The New Press.

Brown, A. (2019). Black, Female, and Controlled: An Historical Overview of Policing Black
Womens Bodies. PHILOSOPHY &, 27.

De La Rue, L., & Ortega, L. (2019). Intersectional trauma-responsive care: A framework for humanizing care for justice involved girls and women of color. Journal of Aggression,
Maltreatment & Trauma, 28(4), 502-517.

Klein, D., & Kress, J. (1976). Any woman’s blues: a critical overview of women, crime and the criminal justice system. Crime and Social Justice, (5), 34-49.

Klein, K. (2019). Narratives of Incarcerated Women. https://opencommons.uconn.edu/cgi
/viewcontent.cgi?article=1663&context=srhonors_theses

Nixon, V. (2020). The Need for a Trauma-Informed Approach to Female Incarceration.
Retrieved from https://www.theregreview.org/2017/02/28/nixon-trauma-informed
female-incarceration/

Sudbury, J. (2002). Celling black bodies: Black women in the global prison industrial
complex. Feminist review, 70(1), 57-74.

Swavola, E., Delaney Ryan Shanahan, R., & Nuevelle, T. (2020). Vera Institute. Retrieved fromhttps://www.vera.org/research/overlooked

Verrecchia, P. J. (2009). Female delinquents and restorative justice. Women & Criminal
Justice, 19(1), 80-93.

an argument analyzing clinical interactions

Clinical Interactions: Final Paper with Primary & Secondary Resources
Write an individual paper integrating relevant course materials and concepts, with evidence from your transcriptions (the transcriptions are in the file named “Clinical interactions transcription”), to build an argument analyzing clinical interactions  as simultaneously reinforcing the cultural world of biomedicine and impacting patient illness experience. The paper should be double spaced, and approximately 9-12 pages. There are three example papers in the attachment.

The link of Citation & Bibliography Styleguide: https://www.americananthro.org/StayInformed/Content.aspx?ItemNumber=2044

Additional information (*very important): This is the paper from a medical anthropology course and it is the last and the third assignment in Clinical Interactions Project. In order to finish this paper, it is necessary to understand the whole project and previous work of the project. In this case, I will provide all information related to the project. What is more, since relevant course materials and concepts should be used in the paper, I upload some course materials in the attachment. it is not necessary to read them all but please be sure to use some of them (especially for reading 6 and reading 8).

The following information is the overview of the whole Clinical Interactions Project:
The first half of the semester, you systematically built an understanding of the health care system as it currently is operating in the United States, by integrating a critical understanding of the readings and anthropological concepts with primary interview data  that you collected then analyzed in light of course readings, first by yourself and then with colleagues.  This series of assignments built your interview skills, analytical and writing skills, and your teamwork skills.
The second half of the semester, we are focusing on what some have called the heart of medicine:  clinical interactions.  To do this,  you will systematically build an understanding of clinical interactions by integrating a critical understanding of the readings and anthropological concepts with a different kind of primary data.

Learning Objectives:
4). Examine clinical interactions, identify and explain communicative practices that shape patient illness experience, including miscommunication
5).  Examine clinical interactions, identify and explain linguistic practices that reinforce cultural ideologies and hierarchies of medicine
6). Accurately use anthropological theories and concepts to analyze data

Skill Development:
1).  Critical thinking
2).  Ability to analyze and synthesize different kinds of scholarship (ethnographies, anthropological articles, medical journal articles and original data)
3).  Formal presentation of scholarship in two different formats
4).  Practice analyzing communicative processes
            a). Skills in transcription
            b). Skills in original data analysis
c). Skills in examining micro-level processes of clinical communications and connecting those with the macro-level processes of biomedicine

Assignment 1: Transcription (it is in the file named “Clinical interactions transcription”)
For the transcriptions you will work in pairs to identify and transcribe 3 video-taped clinical interactions. One of those transcriptions must be with an adult caregiver and a child, one must be with an adult, and one must be with a priority population patient (that is, a patient with characteristics associated with health inequities in the US (e.g. non-native English speakers, lower economic resources, no insurance, or perceived racial categories  of Native American, African American, or Hispanic).

Assignment 2: Mini Analysis of transcriptions (it is in the file named ” Mini Analysis of transcriptions)
A week after you finish your transcriptions, you will submit a Mini-Analysis using a portion of two different transcripts in which either a miscommunication occurs and/or hierarchies or assumptions of the medical world are reinforced.  This is a 2-3 page, double-spaced paper, including the quoted materials from your transcriptions. 

Assignment 3: Final Paper (***this is the paper that request to write )
The week of finals, you will turn in your final paper. You are welcome to incorporate your mini-paper into your final paper (writing accumulates!) It will be your opportunity to showcase your skills at integrating relevant course materials and concepts with evidence from your original transcription data, to build an argument analyzing how the communicative and linguistic attributes of clinical interactions are simultaneously reinforcing elements of the medical system within which the provider and patient, while impacting patient or physician life experience. 

milestone prodject 1

This assignment is the first milestone that you will complete for your final project. This is an important practice opportunity to draft this section now and get instructor feedback that will help you improve upon your final submission. This is graded differently than the final project given this is a practice opportunity. Review the rubric for full details.
To begin, you will start with the introduction, business requirements, and competitors and technology. Your goal in the final project is to establish an e-commerce presence, but first you must improve the current technology.