Specifically, you must address these critical elements: A. Graphs: In this section, you will use graphical displays to examine the data and formulate an initial hypothesis. In particular, you should: 1. Create key graphical displays that give a sense of potential relationships between variables. Include the graphs and discuss why you selected these graphical displays as opposed to others. B. Conduct appropriate hypothesis tests, simple regressions, and other tests to analyze the data set. C. Explain why these tests are the best choice in this context and how they compare with established best practices. D. Analysis of Biostatistics: Use this section to describe your findings from a statistical standpoint. Be sure to: 1. Present key biostatistics from the graphs, tests, and regressions performed, and explain what they mean. Be sure to include a spreadsheet showing your work as an appendix. 2. What statistical inferences or conclusions can you draw based on the hypothesis tests and simple regression analyses performed? Justify your response. use this data to do this milestone. id admitdate foldate los lenfol fstat age gender bmi 1 3/13/1995 3/19/1995 4 6 1 65 0 31.38134 2 1/14/1995 1/23/1996 5 374 1 88 1 22.6579 3 2/17/1995 10/4/2001 5 2421 1 77 0 27.87892 4 4/7/1995 7/14/1995 9 98 1 81 1 21.47878 5 2/9/1995 5/29/1998 4 1205 1 78 0 30.70601 6 1/16/1995 9/11/2000 7 2065 1 82 1 26.45294 7 1/17/1995 10/15/1997 3 1002 1 66 1 35.71147 8 11/15/1994 11/24/2000 56 2201 1 81 1 28.27676 9 8/18/1995 2/23/1996 5 189 1 76 0 27.12082 10 7/22/1995 12/31/2002 9 2719 0 40 0 21.78971 11 10/11/1995 12/31/2002 6 2638 0 73 1 28.43344 12 5/26/1995 9/29/1996 11 492 1 83 0 24.66175 13 5/21/1995 3/18/1996 6 302 1 64 1 27.46412 14 12/14/1995 12/31/2002 10 2574 0 58 0 29.83756 15 11/8/1995 12/31/2002 7 2610 0 43 0 22.95776 16 10/8/1995 12/31/2002 5 2641 0 39 0 30.10881 17 10/17/1995 5/12/2000 6 1669 1 66 0 31.99738 18 10/30/1995 1/5/2003 9 2624 1 61 0 30.7142 19 12/10/1995 12/31/2002 6 2578 0 49 0 25.69548 20 11/23/1995 12/31/2002 5 2595 0 53 1 30.12017 21 10/5/1995 2/5/1996 6 123 1 85 0 18.41038 22 11/5/1995 12/31/2002 8 2613 0 69 1 37.60097 23 9/9/1995 10/22/1997 4 774 1 54 0 28.97529 24 9/9/1995 3/13/2001 14 2012 1 82 0 19.90095 25 12/15/1995 12/31/2002 4 2573 0 67 1 28.32237 26 12/3/1995 1/19/2001 11 1874 1 89 1 23.43605 27 10/18/1995 12/31/2002 2 2631 0 68 0 26.44693 28 3/16/1995 6/4/2000 7 1907 1 78 0 28.20595 29 10/25/1995 4/15/1997 5 538 1 56 0 24.11997 30 10/6/1995 1/18/1996 4 104 1 85 1 36.71647 31 9/3/1995 9/9/1995 4 6 1 72 0 27.97907 32 6/30/1995 5/1/1999 5 1401 1 50 0 20.363 33 7/22/1995 12/22/2002 8 2710 1 81 1 28.64898 34 9/17/1995 1/5/1998 4 841 1 85 1 20.17772 35 3/21/1997 8/16/1997 6 148 1 84 1 23.6187 36 2/23/1997 12/31/2002 12 2137 0 75 0 23.67519 37 1/1/1997 12/31/2002 16 2190 0 61 0 23.4314 38 1/18/1997 12/31/2002 5 2173 0 48 0 33.4511 39 1/19/1997 4/25/1998 8 461 1 83 1 19.57068 40 3/18/1997 12/31/2002 10 2114 0 82 0 25.82748 41 2/3/1997 12/31/.