Multiple Linear Regression - Estimated Regression Equation |
Doden[t] = + 1846.02995173261 -251.176611180784Inv.wet[t] -1.50915849932545t + e[t] |
Multiple Linear Regression - Ordinary Least Squares | |||||
Variable | Parameter | S.D. | T-STAT H0: parameter = 0 | 2-tail p-value | 1-tail p-value |
(Intercept) | 1846.02995173261 | 38.78143 | 47.6009 | 0 | 0 |
Inv.wet | -251.176611180784 | 67.520939 | -3.72 | 0.000263 | 0.000131 |
t | -1.50915849932545 | 0.395585 | -3.815 | 0.000184 | 9.2e-05 |
Multiple Linear Regression - Regression Statistics | |
Multiple R | 0.505523756005193 |
R-squared | 0.255554267885598 |
Adjusted R-squared | 0.247676535270630 |
F-TEST (value) | 32.4400789384575 |
F-TEST (DF numerator) | 2 |
F-TEST (DF denominator) | 189 |
p-value | 7.73159314348959e-13 |
Multiple Linear Regression - Residual Statistics | |
Residual Standard Deviation | 251.198646170456 |
Sum Squared Residuals | 11926043.6093574 |
Multiple Linear Regression - Actuals, Interpolation, and Residuals | |||
Time or Index | Actuals | Interpolation Forecast | Residuals Prediction Error |
1 | 1687 | 1844.52079323326 | -157.520793233258 |
2 | 1508 | 1843.01163473395 | -335.011634733954 |
3 | 1507 | 1841.50247623463 | -334.502476234629 |
4 | 1385 | 1839.99331773530 | -454.993317735303 |
5 | 1632 | 1838.48415923598 | -206.484159235977 |
6 | 1511 | 1836.97500073665 | -325.975000736652 |
7 | 1559 | 1835.46584223733 | -276.465842237326 |
8 | 1630 | 1833.956683738 | -203.956683738001 |
9 | 1579 | 1832.44752523868 | -253.447525238675 |
10 | 1653 | 1830.93836673935 | -177.93836673935 |
11 | 2152 | 1829.42920824002 | 322.570791759975 |
12 | 2148 | 1827.9200497407 | 320.079950259301 |
13 | 1752 | 1826.41089124137 | -74.4108912413737 |
14 | 1765 | 1824.90173274205 | -59.9017327420482 |
15 | 1717 | 1823.39257424272 | -106.392574242723 |
16 | 1558 | 1821.88341574340 | -263.883415743397 |
17 | 1575 | 1820.37425724407 | -245.374257244072 |
18 | 1520 | 1818.86509874475 | -298.865098744746 |
19 | 1805 | 1817.35594024542 | -12.3559402454209 |
20 | 1800 | 1815.84678174610 | -15.8467817460955 |
21 | 1719 | 1814.33762324677 | -95.33762324677 |
22 | 2008 | 1812.82846474744 | 195.171535252555 |
23 | 2242 | 1811.31930624812 | 430.680693751881 |
24 | 2478 | 1809.81014774879 | 668.189852251206 |
25 | 2030 | 1808.30098924947 | 221.699010750532 |
26 | 1655 | 1806.79183075014 | -151.791830750143 |
27 | 1693 | 1805.28267225082 | -112.282672250817 |
28 | 1623 | 1803.77351375149 | -180.773513751492 |
29 | 1805 | 1802.26435525217 | 2.7356447478336 |
30 | 1746 | 1800.75519675284 | -54.755196752841 |
31 | 1795 | 1799.24603825352 | -4.24603825351549 |
32 | 1926 | 1797.73687975419 | 128.26312024581 |
33 | 1619 | 1796.22772125486 | -177.227721254865 |
34 | 1992 | 1794.71856275554 | 197.281437244461 |
35 | 2233 | 1793.20940425621 | 439.790595743786 |
36 | 2192 | 1791.70024575689 | 400.299754243112 |
37 | 2080 | 1790.19108725756 | 289.808912742437 |
38 | 1768 | 1788.68192875824 | -20.6819287582373 |
39 | 1835 | 1787.17277025891 | 47.8272297410881 |
40 | 1569 | 1785.66361175959 | -216.663611759586 |
41 | 1976 | 1784.15445326026 | 191.845546739739 |
42 | 1853 | 1782.64529476094 | 70.3547052390645 |
43 | 1965 | 1781.13613626161 | 183.86386373839 |
44 | 1689 | 1779.62697776228 | -90.6269777622846 |
45 | 1778 | 1778.11781926296 | -0.117819262959129 |
46 | 1976 | 1776.60866076363 | 199.391339236366 |
47 | 2397 | 1775.09950226431 | 621.900497735692 |
48 | 2654 | 1773.59034376498 | 880.409656235017 |
49 | 2097 | 1772.08118526566 | 324.918814734343 |
50 | 1963 | 1770.57202676633 | 192.427973233668 |
51 | 1677 | 1769.06286826701 | -92.0628682670064 |
52 | 1941 | 1767.55370976768 | 173.446290232319 |
53 | 2003 | 1766.04455126836 | 236.955448731644 |
54 | 1813 | 1764.53539276903 | 48.46460723097 |
55 | 2012 | 1763.02623426970 | 248.973765730295 |
56 | 1912 | 1761.51707577038 | 150.482924229621 |
57 | 2084 | 1760.00791727105 | 323.992082728946 |
58 | 2080 | 1758.49875877173 | 321.501241228272 |
59 | 2118 | 1756.98960027240 | 361.010399727597 |
60 | 2150 | 1755.48044177308 | 394.519558226923 |
61 | 1608 | 1753.97128327375 | -145.971283273752 |
62 | 1503 | 1752.46212477443 | -249.462124774426 |
63 | 1548 | 1750.9529662751 | -202.952966275101 |
64 | 1382 | 1749.44380777578 | -367.443807775775 |
65 | 1731 | 1747.93464927645 | -16.9346492764500 |
66 | 1798 | 1746.42549077712 | 51.5745092228754 |
67 | 1779 | 1744.9163322778 | 34.0836677222009 |
68 | 1887 | 1743.40717377847 | 143.592826221526 |
69 | 2004 | 1741.89801527915 | 262.101984720852 |
70 | 2077 | 1740.38885677982 | 336.611143220177 |
71 | 2092 | 1738.87969828050 | 353.120301719503 |
72 | 2051 | 1737.37053978117 | 313.629460218828 |
73 | 1577 | 1735.86138128185 | -158.861381281846 |
74 | 1356 | 1734.35222278252 | -378.352222782521 |
75 | 1652 | 1732.84306428320 | -80.8430642831955 |
76 | 1382 | 1731.33390578387 | -349.33390578387 |
77 | 1519 | 1729.82474728454 | -210.824747284545 |
78 | 1421 | 1728.31558878522 | -307.315588785219 |
79 | 1442 | 1726.80643028589 | -284.806430285894 |
80 | 1543 | 1725.29727178657 | -182.297271786568 |
81 | 1656 | 1723.78811328724 | -67.7881132872428 |
82 | 1561 | 1722.27895478792 | -161.278954787917 |
83 | 1905 | 1720.76979628859 | 184.230203711408 |
84 | 2199 | 1719.26063778927 | 479.739362210734 |
85 | 1473 | 1717.75147928994 | -244.751479289941 |
86 | 1655 | 1716.24232079062 | -61.2423207906155 |
87 | 1407 | 1714.73316229129 | -307.73316229129 |
88 | 1395 | 1713.22400379196 | -318.224003791965 |
89 | 1530 | 1711.71484529264 | -181.714845292639 |
90 | 1309 | 1710.20568679331 | -401.205686793314 |
91 | 1526 | 1708.69652829399 | -182.696528293988 |
92 | 1327 | 1707.18736979466 | -380.187369794663 |
93 | 1627 | 1705.67821129534 | -78.6782112953373 |
94 | 1748 | 1704.16905279601 | 43.8309472039881 |
95 | 1958 | 1702.65989429669 | 255.340105703314 |
96 | 2274 | 1701.15073579736 | 572.849264202639 |
97 | 1648 | 1699.64157729804 | -51.6415772980355 |
98 | 1401 | 1698.13241879871 | -297.13241879871 |
99 | 1411 | 1696.62326029938 | -285.623260299385 |
100 | 1403 | 1695.11410180006 | -292.114101800059 |
101 | 1394 | 1693.60494330073 | -299.604943300734 |
102 | 1520 | 1692.09578480141 | -172.095784801408 |
103 | 1528 | 1690.58662630208 | -162.586626302083 |
104 | 1643 | 1689.07746780276 | -46.0774678027573 |
105 | 1515 | 1687.56830930343 | -172.568309303432 |
106 | 1685 | 1686.05915080411 | -1.05915080410641 |
107 | 2000 | 1684.54999230478 | 315.450007695219 |
108 | 2215 | 1683.04083380546 | 531.959166194544 |
109 | 1956 | 1681.53167530613 | 274.46832469387 |
110 | 1462 | 1680.02251680680 | -218.022516806805 |
111 | 1563 | 1678.51335830748 | -115.513358307479 |
112 | 1459 | 1677.00419980815 | -218.004199808154 |
113 | 1446 | 1675.49504130883 | -229.495041308828 |
114 | 1622 | 1673.98588280950 | -51.9858828095028 |
115 | 1657 | 1672.47672431018 | -15.4767243101773 |
116 | 1638 | 1670.96756581085 | -32.9675658108519 |
117 | 1643 | 1669.45840731153 | -26.4584073115264 |
118 | 1683 | 1667.9492488122 | 15.0507511877990 |
119 | 2050 | 1666.44009031288 | 383.559909687125 |
120 | 2262 | 1664.93093181355 | 597.06906818645 |
121 | 1813 | 1663.42177331422 | 149.578226685775 |
122 | 1445 | 1661.9126148149 | -216.912614814899 |
123 | 1762 | 1660.40345631557 | 101.596543684426 |
124 | 1461 | 1658.89429781625 | -197.894297816248 |
125 | 1556 | 1657.38513931692 | -101.385139316923 |
126 | 1431 | 1655.87598081760 | -224.875980817597 |
127 | 1427 | 1654.36682231827 | -227.366822318272 |
128 | 1554 | 1652.85766381895 | -98.8576638189464 |
129 | 1645 | 1651.34850531962 | -6.34850531962096 |
130 | 1653 | 1649.83934682030 | 3.16065317970451 |
131 | 2016 | 1648.33018832097 | 367.66981167903 |
132 | 2207 | 1646.82102982164 | 560.178970178355 |
133 | 1665 | 1645.31187132232 | 19.6881286776809 |
134 | 1361 | 1643.80271282299 | -282.802712822994 |
135 | 1506 | 1642.29355432367 | -136.293554323668 |
136 | 1360 | 1640.78439582434 | -280.784395824343 |
137 | 1453 | 1639.27523732502 | -186.275237325017 |
138 | 1522 | 1637.76607882569 | -115.766078825692 |
139 | 1460 | 1636.25692032637 | -176.256920326366 |
140 | 1552 | 1634.74776182704 | -82.747761827041 |
141 | 1548 | 1633.23860332772 | -85.2386033277155 |
142 | 1827 | 1631.72944482839 | 195.27055517161 |
143 | 1737 | 1630.22028632906 | 106.779713670935 |
144 | 1941 | 1628.71112782974 | 312.288872170261 |
145 | 1474 | 1627.20196933041 | -153.201969330414 |
146 | 1458 | 1625.69281083109 | -167.692810831088 |
147 | 1542 | 1624.18365233176 | -82.1836523317628 |
148 | 1404 | 1622.67449383244 | -218.674493832437 |
149 | 1522 | 1621.16533533311 | -99.1653353331119 |
150 | 1385 | 1619.65617683379 | -234.656176833786 |
151 | 1641 | 1618.14701833446 | 22.8529816655390 |
152 | 1510 | 1616.63785983514 | -106.637859835136 |
153 | 1681 | 1615.12870133581 | 65.8712986641899 |
154 | 1938 | 1613.61954283648 | 324.380457163515 |
155 | 1868 | 1612.11038433716 | 255.889615662841 |
156 | 1726 | 1610.60122583783 | 115.398774162166 |
157 | 1456 | 1609.09206733851 | -153.092067338508 |
158 | 1445 | 1607.58290883918 | -162.582908839183 |
159 | 1456 | 1606.07375033986 | -150.073750339857 |
160 | 1365 | 1604.56459184053 | -239.564591840532 |
161 | 1487 | 1603.05543334121 | -116.055433341206 |
162 | 1558 | 1601.54627484188 | -43.546274841881 |
163 | 1488 | 1600.03711634256 | -112.037116342556 |
164 | 1684 | 1598.52795784323 | 85.47204215677 |
165 | 1594 | 1597.01879934390 | -3.01879934390459 |
166 | 1850 | 1595.50964084458 | 254.490359155421 |
167 | 1998 | 1594.00048234525 | 403.999517654746 |
168 | 2079 | 1592.49132384593 | 486.508676154072 |
169 | 1494 | 1590.98216534660 | -96.9821653466028 |
170 | 1057 | 1338.29639566649 | -281.296395666493 |
171 | 1218 | 1336.78723716717 | -118.787237167168 |
172 | 1168 | 1335.27807866784 | -167.278078667842 |
173 | 1236 | 1333.76892016852 | -97.7689201685167 |
174 | 1076 | 1332.25976166919 | -256.259761669191 |
175 | 1174 | 1330.75060316987 | -156.750603169866 |
176 | 1139 | 1329.24144467054 | -190.241444670540 |
177 | 1427 | 1327.73228617121 | 99.2677138287851 |
178 | 1487 | 1326.22312767189 | 160.776872328111 |
179 | 1483 | 1324.71396917256 | 158.286030827436 |
180 | 1513 | 1323.20481067324 | 189.795189326761 |
181 | 1357 | 1321.69565217391 | 35.3043478260870 |
182 | 1165 | 1320.18649367459 | -155.186493674588 |
183 | 1282 | 1318.67733517526 | -36.6773351752621 |
184 | 1110 | 1317.16817667594 | -207.168176675937 |
185 | 1297 | 1315.65901817661 | -18.6590181766112 |
186 | 1185 | 1314.14985967729 | -129.149859677286 |
187 | 1222 | 1312.64070117796 | -90.6407011779603 |
188 | 1284 | 1311.13154267863 | -27.1315426786349 |
189 | 1444 | 1309.62238417931 | 134.377615820691 |
190 | 1575 | 1308.11322567998 | 266.886774320016 |
191 | 1737 | 1306.60406718066 | 430.395932819342 |
192 | 1763 | 1305.09490868133 | 457.905091318667 |