I am starting a home health care staffing agency business. This assignment is based on a new start up business. In this assignment, you will incorporate what you learned in your accounting and finance classes to estimate your required start-up funding and financial projections. Download the Excel budget template and create a sample budget for one year that you will take to a commercial lender when applying for a start-up loan for your business. You may request a start-up loan in the amount of $0 to $500,000, but the loan can be for no more than $500,000.  Excel (budget) portion of assignment: Download the Budget Template that has been provided to you. You will notice that the 12 months of the calendar year have been inserted for you, as have the categories of Revenue and Operating Expenses. Prepare a 12-month annual budget by doing the following: Under the Revenue section, list the      payers from whom you will receive revenue. For ease of developing this      budget, list no more than five payers. For example, this may include      sources such as Medicare, Medicaid, and other—from which other payer      groups will you receive reimbursement?  Under the Operating Expenses section,      review the list of expenses that has been provided to you. Delete any      expenses that will not affect your business and add any additional      expenses line items that you believe are needed in your type of business. Be sure to NOT delete the Loan Payment      line item, as this is the amount of money that you will pay back towards      your loan each month. Assume that the loan is received on January 1st      and the first loan payment is also due in January.   Insert numbers for each month for      all line items and to totals for each month in each section. How much      revenue do you expect will come in from each payer source each month and      what will be the total revenue for the month? How much money do you      believe will flow out of the business in the form of expenses each month      and what will be the total of all expenses? Be sure to use Excel to total      all rows and columns. Be realistic here! Conduct external research, as      needed, to determine what figures should be inserted for each line item.      For example, if you start a two physician medical practice that also      employs one nurse, one medical assistant and an office manager, what would      be the total salaries for all of these individuals? The annual salary      figure for each individual must then be divided by 12 (for 12 months in a      year) to determine your monthly total salary expense. Using the Excel features, build a formula      for the Net Income/Net Loss row to see if you will be earning a profit or      a loss for each month of the first year.  Insert your tax (month by month)      totals.  Then calculate your Net      Income Total (month by month).    Narrative portion of assignment: Prepare a two-page paper (on a separate Word document) summarizing your financial needs and discussing any assumptions or limitations of your budget. Be sure to also address any unexpected things that might occur (downturn in the economy, policy or legislative changes to insurance, etc.). This written narrative will be given to the commercial lender in support of your application for the loan, along with your pro forma Excel budget.

In this homework assignment, you will explore, analyze and model a data set containing approximately 2200 records. Each record represents a professional baseball team from the years 1871 to 2006 inclusive. Each record has the performance of the team for the given year, with all of the statistics adjusted to match the performance of a 162 game season. Your objective is to build a multiple linear regression model on the training data to predict the number of wins for the team. You can only use the variables given to you (or variables that you derive from the variables provided).A write-up submitted in PDF format. Your write-up should have four sections. Each one is described in the Assignment Requirements document. You may assume you are addressing me as a fellow data scientist, so do not need to shy away from technical details. Assigned predictions (the number of wins for the team) for the evaluation data set. Include your R statistical programming code in an Appendix.