Q: Run a multiple regression to forecast new housing units started for the 13 months from Dec 2018 through Dec 2019 and interpret the regression outcome

31.9 A B D 1 t Date Month New Housing Units Started in Thousands) 2 2 1 2009-01-01 Jan 3 2 2009-02-01 Feb 39.8 4 3 2009-03-01 Mar 42.7 5 5 4 2009-04-01 Apr 42.5 6 5 5 2009-05-01 May 52.2 7 6 6 2009-06-01 Jun 59.1 8 7 2009-07-01 Jul 56.8 9 8 2009-08-01 Aug 52.9 10 9 2009-09-01 Sep 52.6 11 10 2009-10-01 Oct 44.5 12 11 2009-11-01 Nov 42.3 13 12 2009-12-01 Dec 36.6 14 13 2010-01-01 Jan 38.9 15 14 2010-02-01 Feb 40.7 16 15 2010-03-01 Mar 54.7 17 16 2010-04-01 Apr 62.0 18 17 2010-05-01 May 56.2 19 18 2010-06-01 Jun 53.8 20 19 2010-07-01 Jul 51.5 21 20 2010-08-01 Aug 56.3 22 21 2010-09-01 Sep 53.0 23 22 2010-10-01 Oct 45.4 24 23 2010-11-01 Nov 40.6 25 24 2010-12-01 Dec 33.8 26 25 2011-01-01 Jan 40.2 27 26 2011-02-01 Feb 35.4 28 27 2011-03-01 Mar 49.9 29 28 2011-04-01 Apr 49.0 30 29 2011-05-01 May 54.0 31 30 2011-06-01 Jun 60.5 32 31 2011-07-01 Jul 57.6 33 32 2011-08-01 Aug 54.5 34 33 2011-09-01 Sep 58.8 35 34 2011-10-01 Oct 53.2 36 35 2011-11-01 Nov 53.0 37 36 2011-12-01 Dec 42.7 38 37 2012-01-01 Jan 47.2 39 38 2012-02-01 Feb 49.7 40 39 2012-03-01 Mar 58.0 41 40 2012-04-01 Apr 66.8 42 41 2012-05-01 May 67.8 43 42 2012-06-01 Jun 74.7 44 43 2012-07-01 Jul 69.2 45 44 2012-08-01 Aug 69.0 46 45 2012-09-01 Sep 75.8 47 46 2012-10-01 Oct 77.0 48 47 2012-11-01 Nov 62.2 49 48 2012-12-01 Dec 63.2 50 49 2013-01-01 Jan 58.7 51 50 2013-02-01 Feb 66.1 52 51 2013-03-01 Mar 83.3 53 52 2013-04-01 Apr 76.3 54 53 2013-05-01 May 87.2 55 54 2013-06-01 Jun 80.7 56 55 2013-07-01 Jul 84.0 57 56 2013-08-01 Aug 80.4 58 57 2013-09-01 Sep 78.4 59 58 2013-10-01 Oct 18.4 60 59 2013-11-01 Nov 83.8 61 60 2013-12-01 Dec 67.6 62 61 2014-01-01 Jan 60.7 63 62 2014-02-01 Feb 65.1 64 63 2014-03-01 Mar 80.2 65 64 2014-04-01 Apr 94.9 66 65 2014-05-01 May 92.5 68 67 2014-07-01 Jul 101.0 69 68 2014-08-01 Aug 86.2 70 69 2014-09-01 Sep 94.2 71 70 2014-10-01 Oct 92.0 72 71 2014-11-01 Nov 75.8 73 72 2014-12-01 Dec 73.4 74 73 2015-01-01 Jan 73.0 75 74 2015-02-01 Feb 61.9 76 75 2015-03-01 Mar 79.7 77 76 2015-04-01 Apr 108.5 78 77 2015-05-01 May 99.6 79 78 2015-06-01 Jun 112.3 80 79 2015-07-01 Jul 107.2 81 80 2015-08-01 Aug 99.2 82 81 2015-09-01 Sep 111.6 83 82 2015-10-01 Oct 90.9 84 83 2015-11-01 Nov 89.9 85 84 2015-12-01 Dec 78.1 86 85 2016-01-01 Jan 74.3 87 86 2016-02-01 Feb 84.1 88 87 2016-03-01 Mar 90.7 89 88 2016-04-01 Apr 106.2 90 89 2016-05-01 May 105.0 91 90 2016-06-01 Jun 111.6 92 91 2016-07-01 Jul 115.2 93 92 2016-08-01 Aug 102.8 94 93 2016-09-01 Sep 95.0 95 94 2016-10-01 Oct 114.5 96 95 2016-11-01 Nov 87.8 97 96 2016-12-01 Dec 86.5 98 97 2017-01-01 Jan 82.3 99 98 2017-02-01 Feb 87.8 100 99 2017-03-01 Mar 97.1 101 100 2017-04-01 Apr 105.2 102 101 2017-05-01 May 106.0 103 102 2017-06-01 Jun 116.3 104 103 2017-07-01 Jul 112.3 105 104 2017-08-01 Aug 102.6 106 105 2017-09-01 Sep 104.4 107 106 2017-10-01 Oct 109.6 108 107 2017-11-01 Nov 97.9 109 108 2017-12-01 Dec 81.4 110 109 2018-01-01 Jan 91.6 111 110 2018-02-01 Feb 89.7 112 111 2018-03-01 Mar 1072 113 112 2018-04-01 Apr 117.5 114 113 2018-05-01 May 123.7 115 114 2018-06-01 Jun 112.0 116 115 2018-07-01 Jul 111.9 117 116 2018-08-01 Aug 113.8 118 117 2018-09-01 Sep 109.7 119 118 2018-10-01 Oct 106.1 120 119 2018-11-01 Nov 95.9 121 120 2018-12-01 Dec 122 121 2019-01-01 Jan 123 122 2019-02-01 Feb