Write an analysis of the results in a Word document and insert the test results into this document.

For this assignment a multiple regression on the relationship between hospital costs, and patient age, risk factors, and patient satisfaction scores, and then generate a prediction to support this health care decision data from Assessment 3 dataset. Please review the grading criteria and competencies measured section when completing assignment.

Perform multiple regression on the relationship between hospital costs and patient age, risk factors, and patient satisfaction scores, and then generate a prediction to support this health care decision. Write an analysis of the results in a Word document and insert the test results into this document.

Regression is an important statistical technique for determining the relationship between an outcome (dependent variable) and predictors (independent variables). Multiple regression evaluates the relative predictive contribution of each independent variable on a dependent variable. The regression model can then be used for predicting an outcome at various levels of the independent variables. For this assessment, you will perform multiple regression and generate a prediction to support a health care decision.
Overview & Preparation
Download the Assessment 3 Dataset [XLSX].
The dataset contains the following variables:
cost (hospital cost in dollars).
age (patient age in years).
risk (count of patient risk factors).
satisfaction (patient satisfaction score percentile rank).
Instructions
Hospital administration needs to make a decision on the amount of reimbursement required to cover expected costs for next year. For this assessment, using information on hospital discharges from last year, perform multiple regression on the relationship between hospital costs and patient age, risk factors, and patient satisfaction scores, and then generate a prediction to support this health care decision. Write a 3–4 page analysis of the results in a Word document and insert the test results into this document (copied from the output file and pasted into a Word document). Refer to Copy From Excel to Another Office Program for instructions.
Submit both the Word document and the Excel file that shows the results.

Grading Criteria
The numbered assessment instructions outlined below correspond to the grading criteria in the Predicting an Outcome Using Regression Models Scoring Guide, so be sure to address each point. You may also want to review the performance-level descriptions for each criterion to see how your work will be assessed.
Perform the appropriate multiple regression using a dataset.
Interpret the statistical significance and effect size of the regression coefficients of a data analysis.
Interpret p-value and beta values.
Interpret the fit of the regression model for prediction of a data analysis.
Interpret R-squared and goodness of fit.
Apply the statistical results of the multiple regression of a data analysis to support a health care decision.
Generate a prediction with regression equation.
Write a narrative summary of the results that includes practical, administration-related implications of the multiple regression.
Write clearly and concisely, using correct grammar, mechanics, and APA formatting.
Additional Requirements
Your assessment should meet the following requirements:
Written communication: Write clearly, accurately, and professionally, incorporating sources appropriately.
Length: 3–4 pages
Resources: Not required.
APA format: Cite your sources using current APA format.
Font and font size: Times Roman, 10 point.
Competencies Measured
By successfully completing this assessment, you will demonstrate your proficiency in the following course competencies and assessment criteria:
Competency 2: Analyze data using computer-based programming and software.
Perform the appropriate multiple regression using a dataset.
Competency 3: Interpret results of data analysis for value-based health care decisions, policy, or practice.
Interpret the statistical significance and effect size of the regression coefficients of a data analysis.
Interpret the fit of the regression model for prediction of a data analysis.
Competency 4: Present results of data analysis to support a decision or recommendation.
Apply the statistical results of the multiple regression of a data analysis to support a health care decision.
Write a narrative summary of the results that includes practical, administration-related implications of the multiple regression.
Competency 5: Communicate audience-appropriate health management content in a logically structured and concise manner, writing clearly with correct use of grammar, punctuation, spelling, and APA style.
Write clearly and concisely, using correct grammar, mechanics, and APA formatting.

Write a double spaced essay that is based on the two primary sources included below –the Justice Department’s amicus curiae brief and John F. Kennedy’s report.

Write a double spaced essay that is based on the two primary sources included below –the Justice Department’s amicus curiae brief and John F. Kennedy’s report.

Complete the Race and Cold War lesson to
learn about the historical context of race and the Cold War. Note that the
images of Soviet propaganda or images like them were referenced in the amicus
curiae brief.
·
Read and analyze the primary source
excerpts below. How do the two sources show that influence of the Cold War on
the U.S. executive branch during the Cold War? In other words, how does each
author see the relationship between racial equality within the United States
and US Cold War rhetoric on the world stage.
o
Note that the sources were written just
over 11 years apart – in 1952 and 1963.
·
Be sure to include a thesis statement at
the end of the first paragraph, and then support the thesis with explanation and evidence in supporting
paragraphs. The essay must be based on the primary sources.
o
Intro – Provide an intro to the sources
(historical context of…). Thesis statement should appear at the end of the
introductory paragraph.
o
Supporting paragraphs: One paragraph = one
point
§ Include
specific quotes from each primary source, and then explain how it helps answer
the question.

·
Be specific rather than vague. Who did or
said what, when, where, how, why?

Describe and identify the characteristics of a strong thesis

The Writing Process

This first unit provides an overview for composing a formal, academic essay. Upon successful completion of this unit you should be able to:

Define the function of a thesis statement

Describe and identify the characteristics of a strong thesis

Identify where in the paper the thesis statement belongs

—————————-

Recall the basic organization of an introduction

—————————-

Identify what a topic sentence is, its function, and where it belongs

Correctly signal and integrate a quote

Recall the basic organization of a body paragraph

—————————-

Recall the basic organization of a conclusion

—————————-

Describe what it means to write in the scholarly tone

Recognize the differences between 1st, 2nd, and 3rd person

Write in the appropriate tone for a formal, academic paper

—————————-

Include an in-text citation

Format the paper according to MLA

Provide an executive summary on the firm you are assigned.

Stock assigned: Apple Inc. (APPL)
Your report, graphs, tables, and calculations must be processed on MS Excel.
I. Fundamental ratio analysis and industry analysis
1. Provide an executive summary on the firm you are assigned.
2. Study the industry of the stock you are assigned. Which industry is your firm engaged (provide the different business lines of your firm)?
3. Summarize, compare, and analyze the key statistics for the stock and the industry (choose at least 5 items you believe informative, such as P/E ratio, market cap, dividend yield, ROE, etc.)
Sources:
· Wall Street Journal
· Chapter 12, 20, 21 in Bodie, Kane, and Marcus for Part I
· Chapter 5, 6, 7, 13, 14, 18 in Bodie, Kane, and Marcus for Part II
· Chapter 14 in Bodie, Kane, and Marcus for Part III
· Yahoo Finance (Links to an external site.)
· Economic data-FRED (Links to an external site.) ®
· Economic Report of the President (Links to an external site.)
· Federal Reserve Bulletin (Links to an external site.)
· Survey of Current Business (Links to an external site.)
· Humphrey Hawkins Testimony and Report

What discovery, moment, or individual in the history of the number e did you find most fascinating in the above text? Please explain in detail why.

Read the following text (The number e) and answer the following prompt:
1. What discovery, moment, or individual in the history of the number e did you find most fascinating in the above text? Please explain in detail why.
2. Reply to at least one of your classmates about your thoughts on their chosen discovery, moment, or individual in the history of the number e.

Discussion will be graded (maximum of 100 points) in the following manner:
– Up to 60 points will be awarded based on details and explanations provided in the post.
– Up to 40 points will be awarded based on thoughtful contribution to classmate’s post.
Please rread this article:
https://mathshistory.st-andrews.ac.uk/HistTopics/e/

Display a main menu to the user with prompts to perform a withdrawal, deposit or logout.

you are going to put your knowledge to the test of everything you
have learned throughout the quarter. You are going to be creating me an ATM like you would
use at the bank. Here are some specifics of what your ATM should be able to do:
● Prompt a user to login by first entering their username then their password. Give the
user up to 3 attempts to successfully login and if they fail for the 3rd time, end the
program.
○ ** Hint ** This should be the only time that the program truly ends. Logging out of
your account does not end the program.
● Display a main menu to the user with prompts to perform a withdrawal, deposit or logout.
● If the user chooses to withdraw or deposit, both of their account balances should be
displayed as well as a user input to choose whether they want to perform the task using
their checking or saving account.
● Once an account has been chosen, the user will then be able to perform the
deposit/withdrawal for that account.
○ ** Hint ** You cannot withdraw an amount that would result in a negative balance
● After this the user should be returned to the main menu.
● When the user decides to logout, print in a file the user’s name as well as the ending
balances for both accounts to act as a receipt.
● Also, update the balances to the respective users account file.
● Once logged out, another user should be able to login now.

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