Answered step by step
Verified Expert Solution
Link Copied!

Question

1 Approved Answer

What were the factors that affect the home prices in Austin, TX ? Help me perform correlation and regression analysis; however, if your classification variable

"What were the factors that affect the home prices in Austin, TX ?"

Help me perform correlation and regression analysis; however, if your classification variable is a category and you have more than two means to compare, perform analysis of variance (ANOVA).

OUr analysis should be comprehensive, using SAS or R, including all the required components of the selected analysis, such as r, R2, residuals, forecast equation (y = intercept + slope * x; where y is response (dependent) variable and x is independent variable). In the case of ANOVA, develop an appropriate table and test your hypothesis.

Housing Activity for Austin-Round Rock

  • Monthly
  • Annual
  • Price Distribution

SalesHome Sales202020212022JanFebMarAprMayJunJulAugSepOctNovDec01k2k3k4k5kHighcharts.com

Date Sales Dollar Volume Average Price Median Price Total Listings Months Inventory
Jan 1990 558 46,937,286 84,117 71,000 4,391 7.9
Feb 1990 444 37,056,240 83,460 71,199 4,343 8.7
Mar 1990 431 34,722,653 80,563 72,497 4,459 9.3
Apr 1990 569 34,616,822 60,838 71,998 4,545 9.1
May 1990 549 44,907,102 81,798 73,694 4,731 9.3
Jun 1990 711 60,299,199 84,809 73,994 4,551 8.4
Jul 1990 700 62,972,700 89,961 72,896 4,756 8.4
Aug 1990 765 64,913,310 84,854 72,996 4,747 8.0
Sep 1990 601 49,149,780 81,780 73,694 4,633 7.8
Oct 1990 629 49,215,476 78,244 69,104 4,004 6.7
Nov 1990 558 46,937,286 84,117 71,000 3,942 6.7
Dec 1990 553 47,941,229 86,693 72,197 3,842 6.5
Jan 1991 451 37,497,042 83,142 71,299 3,763 6.5
Feb 1991 415 34,513,475 83,165 74,592 3,805 6.6
Mar 1991 616 48,169,352 78,197 70,800 3,787 6.4
Apr 1991 637 56,869,449 89,277 75,491 3,804 6.4
May 1991 801 69,216,012 86,412 73,295 3,712 6.0
Jun 1991 807 74,747,568 92,624 79,482 3,685 5.9
Jul 1991 741 71,514,651 96,511 81,578 3,639 5.8
Aug 1991 645 55,353,900 85,820 75,491 3,606 5.8
Sep 1991 684 58,387,608 85,362 75,291 3,432 5.5
Oct 1991 606 52,945,614 87,369 74,992 3,312 5.3
Nov 1991 611 57,212,207 93,637 76,688 3,192 5.1
Dec 1991 471 45,247,557 96,067 79,083 2,884 4.6
Jan 1992 427 37,592,226 88,038 76,389 2,643 4.3
Feb 1992 438 37,909,338 86,551 78,285 2,780 4.5
Mar 1992 622 60,085,822 96,601 83,773 2,944 4.7
Apr 1992 712 64,102,072 90,031 77,886 3,147 5.0
May 1992 749 68,831,602 91,898 80,480 3,287 5.3
Jun 1992 827 82,217,032 99,416 84,771 3,315 5.3
Jul 1992 864 84,530,304 97,836 84,272 3,305 5.2
Aug 1992 848 93,607,328 110,386 86,069 3,428 5.2
Sep 1992 854 83,533,156 97,814 81,777 3,013 4.5
Oct 1992 755 73,496,985 97,347 84,272 2,914 4.3
Nov 1992 608 76,448,704 125,738 86,767 2,948 4.3
Dec 1992 685 70,581,715 103,039 85,869 2,518 3.6
Jan 1993 518 50,790,936 98,052 84,572 2,546 3.6
Feb 1993 510 50,236,020 98,502 84,073 2,685 3.8
Mar 1993 727 76,185,238 104,794 87,865 2,690 3.7
Apr 1993 808 86,467,312 107,014 90,060 2,725 3.7
May 1993 927 102,786,687 110,881 93,054 2,789 3.7
Jun 1993 1,038 114,739,482 110,539 92,156 2,944 3.9
Jul 1993 872 100,112,576 114,808 94,351 2,951 3.9
Aug 1993 1,074 121,348,038 112,987 90,260 3,038 3.9
Sep 1993 874 98,440,368 112,632 89,362 3,116 4.0
Oct 1993 837 93,160,611 111,303 91,857 3,119 3.9
Nov 1993 766 91,193,066 119,051 95,150 3,078 3.8
Dec 1993 833 91,227,661 109,517 93,054 2,642 3.2
Jan 1994 607 69,733,374 114,882 95,349 2,759 3.4
Feb 1994 635 74,787,125 117,775 96,547 2,753 3.3
Mar 1994 996 111,622,716 112,071 93,254 2,948 3.4
Apr 1994 947 106,594,320 112,560 93,054 3,411 3.9
May 1994 1,027 113,248,317 110,271 91,258 4,214 4.8
Jun 1994 1,017 122,525,109 120,477 99,241 4,257 4.9
Jul 1994 1,025 118,697,050 115,802 93,952 4,312 4.9
Aug 1994 1,065 126,082,155 118,387 94,052 4,415 5.0
Sep 1994 859 102,139,395 118,905 98,643 3,798 4.3
Oct 1994 763 87,805,277 115,079 95,150 3,776 4.3
Nov 1994 717 85,220,469 118,857 97,345 3,709 4.2
Dec 1994 760 88,596,240 116,574 95,948 3,388 3.9
Jan 1995 646 74,451,500 115,250 94,451 3,250 3.7
Feb 1995 646 74,333,928 115,068 96,148 3,391 3.9
Mar 1995 893 108,904,029 121,953 100,638 3,566 4.1
Apr 1995 848 101,457,264 119,643 96,048 3,775 4.4
May 1995 1,070 130,168,710 121,653 100,539 3,921 4.6
Jun 1995 1,179 148,859,361 126,259 102,934 4,012 4.6
Jul 1995 1,137 136,956,198 120,454 97,844 4,071 4.6
Aug 1995 1,257 151,687,218 120,674 99,142 4,097 4.6
Sep 1995 936 118,310,400 126,400 99,940 4,076 4.5
Oct 1995 937 110,396,403 117,819 100,339 3,888 4.2
Nov 1995 914 109,545,642 119,853 102,435 3,740 4.0
Dec 1995 828 104,607,864 126,338 107,424 3,549 3.8
Jan 1996 775 101,790,050 131,342 109,221 4,086 4.3
Feb 1996 880 116,336,880 132,201 113,512 4,386 4.5
Mar 1996 1,075 139,767,200 130,016 107,824 4,597 4.7
Apr 1996 1,071 138,646,305 129,455 109,620 4,914 4.9
May 1996 1,296 164,639,952 127,037 104,331 5,211 5.1
Jun 1996 1,193 159,708,103 133,871 110,418 5,539 5.4
Jul 1996 1,290 167,911,560 130,164 108,522 5,587 5.4
Aug 1996 1,191 143,258,244 120,284 105,728 5,579 5.4
Sep 1996 888 112,514,928 126,706 103,832 5,552 5.4
Oct 1996 958 120,966,660 126,270 104,530 5,554 5.4
Nov 1996 849 109,179,702 128,598 108,622 5,399 5.3
Dec 1996 940 121,326,740 129,071 109,720 5,108 4.9
Jan 1997 682 89,709,598 131,539 109,420 5,146 5.0
Feb 1997 692 87,455,652 126,381 105,229 5,448 5.4
Mar 1997 902 124,015,078 137,489 109,121 5,538 5.6
Apr 1997 932 130,900,332 140,451 109,720 5,738 5.8
May 1997 1,136 152,385,312 134,142 112,514 6,000 6.2
Jun 1997 1,214 171,731,226 141,459 113,113 5,927 6.1
Jul 1997 1,266 179,685,912 141,932 114,709 5,807 6.0
Aug 1997 1,214 166,467,322 137,123 110,518 5,540 5.7
Sep 1997 1,089 153,349,713 140,817 113,113 5,193 5.2
Oct 1997 1,119 158,548,872 141,688 116,905 4,854 4.8
Nov 1997 989 135,238,827 136,743 112,813 4,561 4.5
Dec 1997 1,018 139,526,062 137,059 109,919 4,379 4.3
Jan 1998 717 95,293,602 132,906 113,911 4,464 4.4
Feb 1998 935 127,247,890 136,094 111,017 4,448 4.3
Mar 1998 1,260 177,845,220 141,147 115,508 4,628 4.3
Apr 1998 1,308 187,245,432 143,154 112,414 4,708 4.3
May 1998 1,377 200,210,292 145,396 117,404 4,753 4.2
Jun 1998 1,656 250,041,096 150,991 119,799 4,680 4.0
Jul 1998 1,665 258,506,235 155,259 118,302 4,462 3.7
Aug 1998 1,531 227,088,637 148,327 117,603 4,344 3.6
Sep 1998 1,280 192,672,000 150,525 121,595 4,285 3.5
Oct 1998 1,202 171,559,056 142,728 117,803 3,976 3.2
Nov 1998 1,203 172,625,688 143,496 118,502 3,662 2.9
Dec 1998 1,204 182,646,800 151,700 118,601 3,400 2.7
Jan 1999 964 143,482,724 148,841 119,899 3,241 2.5
Feb 1999 1,122 166,402,698 148,309 122,294 3,396 2.6
Mar 1999 1,518 225,298,524 148,418 120,996 3,464 2.6
Apr 1999 1,500 230,986,500 153,991 123,192 3,484 2.6
May 1999 1,631 258,811,973 158,683 122,493 3,507 2.6
Jun 1999 1,968 314,226,624 159,668 126,984 3,680 2.6
Jul 1999 1,900 304,609,900 160,321 126,186 3,661 2.6
Aug 1999 1,804 298,058,684 165,221 124,489 3,459 2.4
Sep 1999 1,492 241,754,728 162,034 130,876 3,219 2.2
Oct 1999 1,349 222,336,784 164,816 125,986 3,027 2.1
Nov 1999 1,319 226,612,114 171,806 129,978 2,815 1.9
Dec 1999 1,278 228,602,250 178,875 136,564 2,549 1.7
Jan 2000 1,010 167,570,110 165,911 132,872 2,429 1.6
Feb 2000 1,257 219,164,235 174,355 133,171 2,335 1.6
Mar 2000 1,577 290,015,031 183,903 135,866 2,387 1.6
Apr 2000 1,531 280,940,031 183,501 136,065 2,537 1.7
May 2000 1,947 382,743,207 196,581 143,849 2,961 1.9
Jun 2000 1,854 358,443,090 193,335 147,941 3,143 2.1
Jul 2000 1,788 341,963,940 191,255 148,440 3,287 2.2
Aug 2000 1,849 350,304,144 189,456 145,446 3,291 2.2
Sep 2000 1,474 285,098,132 193,418 147,841 3,401 2.2
Oct 2000 1,499 293,054,500 195,500 149,238 3,443 2.2
Nov 2000 1,226 238,682,584 194,684 147,142 3,457 2.3
Dec 2000 1,309 255,671,262 195,318 149,038 3,348 2.2
Jan 2001 1,070 199,538,950 186,485 141,155 3,777 2.5
Feb 2001 1,194 228,187,728 191,112 150,136 4,665 3.1
Mar 2001 1,528 288,753,800 188,975 147,641 5,436 3.6
Apr 2001 1,553 294,214,297 189,449 150,236 6,137 4.0
May 2001 1,808 358,181,072 198,109 151,034 6,858 4.5
Jun 2001 1,826 356,895,352 195,452 150,635 7,511 5.0
Jul 2001 1,840 354,996,720 192,933 154,627 7,740 5.1
Aug 2001 1,771 350,617,267 197,977 152,930 7,708 5.1
Sep 2001 1,359 250,651,242 184,438 145,945 7,836 5.2
Oct 2001 1,330 238,681,800 179,460 138,859 7,469 5.0
Nov 2001 1,366 249,923,360 182,960 151,533 6,714 4.5
Dec 2001 1,450 290,233,450 200,161 154,826 6,147 4.1
Jan 2002 1,154 236,423,442 204,873 151,733 6,188 4.1
Feb 2002 1,385 272,572,155 196,803 156,423 6,526 4.3
Mar 2002 1,525 305,925,675 200,607 155,724 6,960 4.5
Apr 2002 1,638 313,472,250 191,375 155,325 7,560 4.9
May 2002 1,899 373,442,148 196,652 155,126 8,441 5.5
Jun 2002 1,799 361,942,609 201,191 158,020 8,951 5.8
Jul 2002 1,701 323,640,765 190,265 150,835 9,193 6.0
Aug 2002 1,713 337,358,220 196,940 156,024 9,173 6.0
Sep 2002 1,385 266,857,645 192,677 151,533 9,184 6.0
Oct 2002 1,456 283,561,824 194,754 149,437 9,078 5.9
Nov 2002 1,283 238,042,688 185,536 148,939 8,521 5.6
Dec 2002 1,476 286,696,764 194,239 150,735 8,187 5.3
Jan 2003 1,077 193,151,334 179,342 143,250 8,495 5.6
Feb 2003 1,217 230,757,804 189,612 149,737 8,872 5.9
Mar 2003 1,497 286,943,463 191,679 152,132 9,482 6.3
Apr 2003 1,522 293,065,666 192,553 153,828 10,084 6.7
May 2003 1,625 321,223,500 197,676 155,924 10,399 7.0
Jun 2003 1,899 391,283,253 206,047 161,512 10,328 6.9
Jul 2003 2,014 406,346,654 201,761 159,616 10,257 6.8
Aug 2003 2,132 412,141,184 193,312 154,427 10,089 6.5
Sep 2003 1,866 346,990,164 185,954 150,635 9,978 6.3
Oct 2003 1,583 309,470,168 195,496 151,833 9,804 6.1
Nov 2003 1,340 260,620,620 194,493 150,635 9,269 5.8
Dec 2003 1,697 344,411,241 202,953 154,727 8,975 5.5
Jan 2004 1,079 198,282,435 183,765 143,550 9,183 5.7
Feb 2004 1,280 248,828,160 194,397 148,040 9,771 6.0
Mar 2004 1,623 321,042,384 197,808 153,230 10,097 6.2
Apr 2004 2,005 387,135,425 193,085 153,629 10,223 6.1
May 2004 2,049 407,519,463 198,887 154,627 10,432 6.1
Jun 2004 2,392 488,807,592 204,351 159,217 10,450 6.0
Jul 2004 2,337 467,752,887 200,151 157,820 10,356 5.8
Aug 2004 2,293 454,447,377 198,189 151,932 10,125 5.6
Sep 2004 1,895 380,705,500 200,900 157,321 9,765 5.4
Oct 2004 1,676 332,387,672 198,322 149,437 9,471 5.2
Nov 2004 1,603 300,113,660 187,220 146,643 8,609 4.7
Dec 2004 1,961 383,210,776 195,416 153,130 8,196 4.4
Jan 2005 1,407 273,921,795 194,685 147,442 8,241 4.4
Feb 2005 1,612 309,281,544 191,862 156,024 8,530 4.5
Mar 2005 2,130 429,827,610 201,797 153,828 8,846 4.5
Apr 2005 2,120 425,581,520 200,746 157,321 9,110 4.7
May 2005 2,453 527,264,991 214,947 158,618 8,536 4.3
Jun 2005 2,655 563,574,195 212,269 165,205 8,786 4.4
Jul 2005 2,668 581,079,728 217,796 164,905 9,057 4.4
Aug 2005 2,833 597,610,018 210,946 166,602 8,427 4.0
Sep 2005 2,452 507,831,268 207,109 157,521 7,938 3.7
Oct 2005 2,090 427,382,010 204,489 157,920 7,752 3.6
Nov 2005 1,942 426,202,972 219,466 167,001 7,268 3.3
Dec 2005 2,086 454,232,758 217,753 167,700 7,073 3.2
Jan 2006 1,666 372,417,640 223,540 167,001 7,432 3.3
Feb 2006 1,855 404,809,230 218,226 164,806 7,593 3.4
Mar 2006 2,560 573,322,240 223,954 165,804 8,010 3.5
Apr 2006 2,393 543,203,821 226,997 170,693 8,297 3.6
May 2006 2,897 663,146,476 228,908 169,396 8,328 3.6
Jun 2006 3,279 768,804,177 234,463 174,486 8,599 3.6
Jul 2006 2,937 693,678,282 236,186 173,687 8,466 3.5
Aug 2006 3,050 714,630,250 234,305 178,477 8,264 3.4
Sep 2006 2,542 567,567,592 223,276 166,103 8,429 3.5
Oct 2006 2,315 522,703,850 225,790 173,587 8,226 3.3
Nov 2006 2,105 486,391,825 231,065 171,292 7,623 3.1
Dec 2006 2,168 505,245,896 233,047 174,985 7,070 2.9
Jan 2007 1,617 382,996,152 236,856 173,488 7,119 2.9
Feb 2007 1,872 434,725,200 232,225 176,581 7,325 3.0
Mar 2007 2,557 616,600,094 241,142 176,382 8,029 3.2
Apr 2007 2,522 613,794,272 243,376 180,972 8,716 3.5
May 2007 2,960 727,763,360 245,866 182,569 9,317 3.7
Jun 2007 3,032 768,712,056 253,533 190,053 9,680 3.9
Jul 2007 2,908 730,065,032 251,054 187,958 10,085 4.1
Aug 2007 2,757 704,785,695 255,635 189,654 10,499 4.3
Sep 2007 1,951 485,617,557 248,907 181,571 10,706 4.5
Oct 2007 1,878 449,645,784 239,428 180,773 10,356 4.4
Nov 2007 1,775 434,008,800 244,512 184,265 8,930 3.8
Dec 2007 1,742 434,804,942 249,601 188,357 9,196 4.0
Jan 2008 1,412 340,067,492 240,841 184,365 9,732 4.3
Feb 2008 1,677 386,940,918 230,734 179,375 10,189 4.5
Mar 2008 2,015 477,458,280 236,952 187,858 10,758 4.8
Apr 2008 2,153 511,234,156 237,452 186,062 11,159 5.1
May 2008 2,312 590,322,960 255,330 192,848 11,740 5.5
Jun 2008 2,380 604,139,200 253,840 195,442 12,093 5.8
Jul 2008 2,253 566,379,417 251,389 189,954 12,052 6.0
Aug 2008 2,177 543,300,828 249,564 193,347 11,403 5.8
Sep 2008 1,799 429,173,038 238,562 180,872 11,233 5.7
Oct 2008 1,421 339,488,268 238,908 187,559 10,961 5.7
Nov 2008 1,072 246,549,280 229,990 179,176 10,197 5.5
Dec 2008 1,397 334,898,619 239,727 178,677 9,419 5.1
Jan 2009 901 201,624,879 223,779 175,084 9,702 5.4
Feb 2009 1,174 276,447,650 235,475 186,660 10,257 5.8
Mar 2009 1,474 334,030,510 226,615 178,178 10,607 6.2
Apr 2009 1,664 379,887,872 228,298 185,962 10,789 6.5
May 2009 1,821 450,730,278 247,518 192,448 10,862 6.7
Jun 2009 2,216 544,265,112 245,607 194,644 11,007 6.8
Jul 2009 2,225 530,978,450 238,642 188,956 10,776 6.7
Aug 2009 1,926 455,169,654 236,329 186,860 10,268 6.5
Sep 2009 1,902 448,004,688 235,544 183,866 9,815 6.1
Oct 2009 1,920 445,574,400 232,070 178,378 9,629 5.9
Nov 2009 1,701 393,249,087 231,187 175,184 9,166 5.4
Dec 2009 1,483 370,119,725 249,575 186,860 8,697 5.1
Jan 2010 970 226,549,320 233,556 174,386 9,261 5.4
Feb 2010 1,229 287,475,390 233,910 181,671 10,153 5.9
Mar 2010 1,954 451,948,476 231,294 178,477 11,172 6.4
Apr 2010 2,192 502,412,976 229,203 184,166 11,595 6.5
May 2010 2,247 532,534,506 236,998 187,658 12,110 6.6
Jun 2010 2,153 575,057,688 267,096 199,534 12,676 6.9
Jul 2010 1,613 447,552,658 277,466 212,607 12,659 7.1
Aug 2010 1,648 425,739,376 258,337 194,245 11,899 6.8
Sep 2010 1,384 336,129,312 242,868 189,554 11,160 6.5
Oct 2010 1,315 337,446,095 256,613 192,349 10,331 6.2
Nov 2010 1,306 319,354,874 244,529 179,675 9,236 5.7
Dec 2010 1,536 377,324,544 245,654 190,253 8,616 5.3
Jan 2011 1,029 247,463,603 240,489 185,000 8,622 5.2
Feb 2011 1,192 283,512,222 237,846 185,000 9,128 5.6
Mar 2011 1,755 418,547,997 238,489 181,500 9,796 6.0
Apr 2011 1,825 478,622,693 262,259 190,000 10,365 6.5
May 2011 2,045 530,389,888 259,359 192,000 10,361 6.6
Jun 2011 2,331 609,414,789 261,439 196,900 10,292 6.5
Jul 2011 2,146 545,965,789 254,411 190,000 9,909 6.1
Aug 2011 2,189 552,087,871 252,210 192,500 9,110 5.4
Sep 2011 1,774 425,602,736 239,911 185,000 8,833 5.2
Oct 2011 1,555 382,830,150 246,193 187,500 8,214 4.8
Nov 2011 1,454 352,910,265 242,717 184,644 7,385 4.3
Dec 2011 1,683 410,847,857 244,116 188,000 6,810 3.9
Jan 2012 1,167 263,655,307 225,926 178,000 6,769 3.8
Feb 2012 1,383 343,331,801 248,251 190,000 7,072 4.0
Mar 2012 2,047 523,958,979 255,964 199,900 7,528 4.2
Apr 2012 2,104 554,619,198 263,602 205,000 7,582 4.2
May 2012 2,581 695,651,832 269,528 210,000 7,792 4.2
Jun 2012 2,826 783,881,975 277,382 213,875 7,972 4.2
Jul 2012 2,569 710,245,532 276,468 210,000 7,845 4.0
Aug 2012 2,582 692,616,289 268,248 206,500 7,442 3.8
Sep 2012 1,965 507,903,492 258,475 196,000 6,974 3.5
Oct 2012 2,137 574,673,164 268,916 197,335 6,428 3.1
Nov 2012 1,792 474,846,670 264,981 198,000 5,769 2.8
Dec 2012 1,984 550,660,734 277,551 209,562 5,073 2.4
Jan 2013 1,526 393,722,201 258,009 200,000 4,889 2.3
Feb 2013 1,764 462,317,090 262,085 205,707 5,096 2.4
Mar 2013 2,329 644,997,709 276,942 215,500 5,186 2.4
Apr 2013 2,641 807,316,728 305,686 225,000 5,449 2.4
May 2013 3,145 934,161,413 297,031 228,000 5,757 2.5
Jun 2013 2,922 860,205,009 294,389 229,900 6,064 2.7
Jul 2013 3,319 974,644,158 293,656 224,000 6,058 2.6
Aug 2013 3,259 915,835,714 281,017 218,000 6,048 2.5
Sep 2013 2,533 711,484,670 280,886 220,000 5,909 2.4
Oct 2013 2,287 637,755,133 278,861 216,000 5,458 2.2
Nov 2013 2,002 581,367,751 290,393 217,500 5,011 2.0
Dec 2013 2,177 635,340,983 291,842 224,900 4,394 1.8
Jan 2014 1,510 413,250,561 273,676 215,000 4,466 1.8
Feb 2014 1,854 538,454,552 290,429 225,000 4,595 1.8
Mar 2014 2,361 700,463,622 296,681 231,000 4,842 1.9
Apr 2014 2,611 794,039,757 304,113 236,000 5,172 2.1
May 2014 3,120 990,934,850 317,607 245,000 5,883 2.4
Jun 2014 3,128 1,007,243,726 322,009 250,000 6,396 2.5
Jul 2014 3,093 965,626,476 312,197 246,700 6,819 2.7
Aug 2014 2,916 895,267,694 307,019 243,250 6,684 2.7
Sep 2014 2,571 788,684,005 306,762 237,305 6,429 2.6
Oct 2014 2,495 768,124,688 307,866 238,000 6,140 2.5
Nov 2014 1,976 602,390,772 304,854 242,000 5,473 2.2
Dec 2014 2,429 748,191,115 308,024 245,000 4,938 2.0
Jan 2015 1,616 494,562,795 306,041 238,000 4,794 1.9
Feb 2015 1,928 584,681,669 303,258 246,000 4,819 1.9
Mar 2015 2,581 853,702,346 330,764 255,000 4,994 2.0
Apr 2015 2,748 912,177,986 331,942 267,950 5,579 2.2
May 2015 2,934 1,012,253,558 345,008 269,000 5,947 2.3
Jun 2015 3,258 1,076,721,063 330,485 270,000 6,291 2.5
Jul 2015 3,353 1,117,456,544 333,271 265,000 6,932 2.7
Aug 2015 3,117 1,005,415,098 322,559 260,000 6,864 2.7
Sep 2015 2,784 882,088,399 316,842 253,000 6,556 2.5
Oct 2015 2,506 842,393,332 336,151 254,696 6,396 2.5
Nov 2015 1,932 661,825,336 342,560 269,750 5,757 2.2
Dec 2015 2,551 888,294,673 348,214 270,000 4,974 1.9
Jan 2016 1,599 510,176,947 319,060 254,000 4,881 1.9
Feb 2016 2,000 647,037,653 323,519 264,000 5,100 2.0
Mar 2016 2,791 951,044,875 340,754 275,000 5,645 2.1
Apr 2016 2,822 966,455,847 342,472 284,900 6,023 2.3
May 2016 3,261 1,142,299,262 350,291 284,000 6,193 2.3
Jun 2016 3,581 1,300,757,903 363,239 291,750 6,919 2.6
Jul 2016 3,107 1,073,622,722 345,550 281,099 7,357 2.8
Aug 2016 3,220 1,127,551,453 350,171 282,725 7,283 2.7
Sep 2016 2,792 949,511,903 340,083 270,000 7,319 2.7
Oct 2016 2,429 858,393,635 353,394 275,000 6,885 2.6
Nov 2016 2,318 825,920,881 356,308 285,000 6,173 2.3
Dec 2016 2,652 933,564,997 352,023 285,500 5,434 2.0
Jan 2017 1,706 587,981,496 344,655 275,000 5,311 2.0
Feb 2017 2,088 740,373,384 354,585 285,000 5,616 2.1
Mar 2017 2,785 1,009,918,432 362,628 291,500 6,480 2.4
Apr 2017 2,818 1,024,734,446 363,639 299,850 7,073 2.6
May 2017 3,461 1,317,124,558 380,562 302,500 7,555 2.8
Jun 2017 3,801 1,456,918,876 383,299 305,000 8,272 3.0
Jul 2017 3,253 1,219,662,652 374,935 294,900 8,539 3.1
Aug 2017 3,270 1,193,113,944 364,867 293,000 8,432 3.0
Sep 2017 2,688 942,842,015 350,760 286,250 8,133 2.9
Oct 2017 2,514 909,142,800 361,632 285,000 7,624 2.7
Nov 2017 2,439 867,663,190 355,745 290,000 6,935 2.5
Dec 2017 2,998 1,099,083,879 366,606 303,367 5,863 2.1
Jan 2018 1,830 648,553,592 354,401 287,000 5,593 2.0
Feb 2018 2,244 819,748,714 365,307 291,088 5,733 2.0
Mar 2018 3,042 1,151,480,039 378,527 298,205 6,396 2.2
Apr 2018 3,011 1,181,927,059 392,536 311,000 6,909 2.4
May 2018 3,639 1,408,174,695 386,967 315,000 7,607 2.6
Jun 2018 3,709 1,463,557,020 394,596 319,690 8,137 2.8
Jul 2018 3,450 1,333,308,050 386,466 310,000 8,247 2.8
Aug 2018 3,378 1,308,368,305 387,320 314,900 8,574 2.9
Sep 2018 2,610 971,407,698 372,187 298,000 8,447 2.9
Oct 2018 2,603 969,713,304 372,537 302,500 8,103 2.8
Nov 2018 2,469 921,106,935 373,069 299,000 7,549 2.6
Dec 2018 2,654 975,514,787 367,564 300,000 6,338 2.2
Jan 2019 1,795 663,335,037 369,546 294,000 6,387 2.2
Feb 2019 2,362 850,024,068 359,875 290,000 6,359 2.2
Mar 2019 2,969 1,139,003,044 383,632 300,000 6,621 2.3
Apr 2019 3,332 1,297,969,155 389,547 315,000 6,776 2.3
May 2019 3,890 1,599,994,289 411,310 325,000 7,420 2.5
Jun 2019 3,646 1,484,963,895 407,286 325,000 7,757 2.6
Jul 2019 3,739 1,492,017,234 399,042 318,925 7,783 2.6
Aug 2019 3,561 1,396,893,180 392,276 319,318 7,663 2.6
Sep 2019 2,960 1,172,854,281 396,235 316,310 7,372 2.5
Oct 2019 2,920 1,143,793,204 391,710 322,000 7,014 2.3
Nov 2019 2,744 1,055,408,885 384,624 305,000 6,325 2.1
Dec 2019 3,122 1,265,580,507 405,375 319,500 5,346 1.7
Jan 2020 2,038 756,984,244 371,435 305,000 5,223 1.7
Feb 2020 2,599 1,042,400,008 401,077 322,946 5,042 1.6
Mar 2020 3,188 1,321,090,812 414,395 330,000 5,510 1.8
Apr 2020 2,622 1,055,423,124 402,526 324,900 6,201 2.0
May 2020 2,682 1,088,867,904 405,991 327,500 5,945 2.0
Jun 2020 4,022 1,683,896,614 418,671 337,722 5,160 1.7
Jul 2020 4,485 1,992,529,569 444,265 350,000 5,198 1.7
Aug 2020 4,034 1,863,081,219 461,845 349,500 4,168 1.3
Sep 2020 3,878 1,754,995,459 452,552 351,000 3,692 1.2
Oct 2020 3,696 1,726,976,085 467,255 365,000 3,485 1.1
Nov 2020 3,382 1,562,658,856 462,052 362,500 2,820 0.9
Dec 2020 3,683 1,786,005,975 484,932 365,042 1,943 0.6
Jan 2021 2,437 1,117,478,312 458,547 365,000 1,361 0.4
Feb 2021 2,319 1,168,114,376 503,715 391,000 1,292 0.4
Mar 2021 3,509 1,931,899,775 550,556 425,000 1,185 0.3
Apr 2021 3,495 1,999,606,694 572,134 460,000 1,811 0.5
May 2021 3,892 2,276,195,685 584,840 460,000 1,695 0.5
Jun 2021 4,315 2,553,661,141 591,810 475,500 2,228 0.6
Jul 2021 3,974 2,351,829,077 591,804 476,750 3,253 0.9
Aug 2021 3,798 2,162,285,265 569,322 470,000 3,348 0.9
Sep 2021 3,671 2,037,041,580 554,901 445,000 3,686 1.0
Oct 2021 3,180 1,788,712,134 562,488 452,000 3,441 1.0
Nov 2021 3,212 1,863,663,073 580,219 465,000 2,729 0.8
Dec 2021 3,591 2,135,442,589 594,665 471,000 2,023 0.6
Jan 2022 2,287 1,309,889,091 572,754 476,000 1,329 0.4
Feb 2022 2,552 1,533,601,410 600,941 495,000 1,229 0.4
Mar 2022 3,304 2,117,526,346 640,898 516,000 1,723 0.5
Apr 2022 3,246 2,200,400,233 677,881 550,000 2,754 0.8

Step by Step Solution

There are 3 Steps involved in it

Step: 1

blur-text-image

Get Instant Access to Expert-Tailored Solutions

See step-by-step solutions with expert insights and AI powered tools for academic success

Step: 2

blur-text-image

Step: 3

blur-text-image

Ace Your Homework with AI

Get the answers you need in no time with our AI-driven, step-by-step assistance

Get Started

Recommended Textbook for

A First Course In Fuzzy Logic

Authors: Hung T Nguyen, Carol L Walker, Elbert A Walker

4th Edition

0429012608, 9780429012600

More Books

Students also viewed these Mathematics questions

Question

Contrast compensation and overcompensation in Adlers theory.

Answered: 1 week ago