Multiple Linear Regression - Estimated Regression Equation
FEV[t] = + 3.40917384291795 -2.14803366960063Smoke[t] + 2.32990431027801Age[t] + e[t]


Multiple Linear Regression - Ordinary Least Squares
VariableParameterS.D.T-STAT
H0: parameter = 0
2-tail p-value1-tail p-value
(Intercept)3.409173842917950.822124.14683.8e-051.9e-05
Smoke-2.148033669600630.81515-2.63510.0086110.004305
Age2.329904310278010.08262428.198900


Multiple Linear Regression - Regression Statistics
Multiple R0.759422388017405
R-squared0.576722363422059
Adjusted R-squared0.575421971297395
F-TEST (value)443.498812768751
F-TEST (DF numerator)2
F-TEST (DF denominator)651
p-value0
Multiple Linear Regression - Residual Statistics
Residual Standard Deviation5.70449155674434
Sum Squared Residuals21184.3367725498


Multiple Linear Regression - Actuals, Interpolation, and Residuals
Time or IndexActualsInterpolation
Forecast
Residuals
Prediction Error
117.0824.3783126354201-7.29831263542005
217.2422.0484083251421-4.80840832514206
317.219.7185040148640-2.51850401486404
415.5824.3783126354201-8.79831263542008
518.9524.3783126354201-5.42831263542008
623.3622.04840832514211.31159167485794
719.1917.38859970458601.80140029541397
814.1517.3885997045860-3.23859970458604
919.8722.0484083251421-2.17840832514206
1019.4224.3783126354201-4.95831263542008
1116.0217.3885997045860-1.36859970458604
1217.3522.0484083251421-4.69840832514206
1321.9322.0484083251421-0.118408325142063
1421.1822.0484083251421-0.868408325142063
1522.5822.04840832514210.531591674857936
1619.3219.7185040148640-0.398504014864049
1714.7215.0586953943080-0.338695394308020
1818.7817.38859970458601.39140029541397
1923.5224.3783126354201-0.858312635420077
2026.0424.37831263542011.66168736457992
211415.0586953943080-1.05869539430802
2212.5615.0586953943080-2.49869539430802
230.83912.72879108403-11.88979108403
2425.7819.71850401486406.06149598513595
2529.8824.37831263542015.50168736457992
2614.0410.3988867737523.64111322624801
2723.4824.3783126354201-0.898312635420077
2817.5515.05869539430802.49130460569198
2929.822.04840832514217.75159167485794
302124.3783126354201-3.37831263542008
3112.8215.0586953943080-2.23869539430802
323024.37831263542015.62168736457992
3326.7322.04840832514214.68159167485794
3420.9319.71850401486401.21149598513595
3516.1215.05869539430801.06130460569198
3621.7522.0484083251421-0.298408325142063
3727.2524.37831263542012.87168736457992
3820.7122.0484083251421-1.33840832514206
3915.4722.0484083251421-6.57840832514206
4020.0422.0484083251421-2.00840832514206
4131.3524.37831263542016.97168736457992
4224.222.04840832514212.15159167485794
4317.7615.05869539430802.70130460569198
4419.3122.0484083251421-2.73840832514206
4513.4315.0586953943080-1.62869539430802
4620.7624.3783126354201-3.61831263542008
4716.2419.7185040148640-3.47850401486405
4813.4422.0484083251421-8.60840832514207
4916.517.3885997045860-0.888599704586036
5027.3222.04840832514215.27159167485794
5120.1715.05869539430805.11130460569198
5227.9724.37831263542013.59168736457992
5335.5624.378312635420111.1816873645799
5417.0322.0484083251421-5.01840832514206
5516.3417.3885997045860-1.04859970458604
5625.724.37831263542011.32168736457992
5730.1624.37831263542015.78168736457992
5824.1919.71850401486404.47149598513595
5915.6912.728791084032.96120891596999
6016.9822.0484083251421-5.06840832514206
6121.2322.0484083251421-0.818408325142062
6224.8122.04840832514212.76159167485794
6314.8117.3885997045860-2.57859970458603
6415.7712.728791084033.04120891596999
6519.422.0484083251421-2.64840832514206
6617.4717.38859970458600.0814002954139642
6720.6924.3783126354201-3.68831263542008
6816.3119.7185040148640-3.40850401486405
6915.3615.05869539430800.301304605691979
7025.624.37831263542011.22168736457992
7119.6222.0484083251421-2.42840832514206
7225.3122.04840832514213.26159167485794
7327.1524.37831263542012.77168736457992
7424.5724.37831263542010.191687364579923
7520.924.3783126354201-3.47831263542008
7617.8919.7185040148640-1.82850401486405
7718.5815.05869539430803.52130460569198
7814.5215.0586953943080-0.538695394308021
7938.4224.378312635420114.0416873645799
8017.1917.3885997045860-0.198599704586034
8121.1119.71850401486401.39149598513595
8216.9517.3885997045860-0.438599704586036
8322.1122.04840832514210.0615916748579372
8417.9422.0484083251421-4.10840832514206
8519.1719.7185040148640-0.548504014864047
8621.4422.0484083251421-0.608408325142061
8712.5319.7185040148640-7.18850401486405
8826.5924.37831263542012.21168736457992
8915.815.05869539430800.74130460569198
9021.2624.3783126354201-3.11831263542008
9130.2924.37831263542015.91168736457992
9229.6424.37831263542015.26168736457992
9316.1119.7185040148640-3.60850401486405
9422.1522.04840832514210.101591674857936
9523.8822.04840832514211.83159167485794
9621.9624.3783126354201-2.41831263542008
9717.5124.3783126354201-6.86831263542008
9821.6524.3783126354201-2.72831263542008
9916.8219.7185040148640-2.89850401486405
10015.2322.0484083251421-6.81840832514206
10112.9222.0484083251421-9.12840832514206
10216.4919.7185040148640-3.22850401486405
10325.8824.37831263542011.50168736457992
1040.79612.72879108403-11.93279108403
10525.7424.37831263542011.36168736457992
10619.7917.38859970458602.40140029541396
10723.5422.04840832514211.49159167485794
10817.1817.3885997045860-0.208599704586036
10917.4219.7185040148640-2.29850401486405
11016.0319.7185040148640-3.68850401486405
11126.3922.04840832514214.34159167485794
11218.2919.7185040148640-1.42850401486405
11320.8419.71850401486401.12149598513595
11422.219.71850401486402.48149598513595
11514.7319.7185040148640-4.98850401486405
11623.4122.04840832514211.36159167485794
11716.9819.7185040148640-2.73850401486405
11811.9615.0586953943080-3.09869539430802
11918.7222.0484083251421-3.32840832514206
12022.1919.71850401486402.47149598513595
12124.224.3783126354201-0.178312635420078
12218.2719.7185040148640-1.44850401486405
12314.6119.7185040148640-5.10850401486405
12413.3817.3885997045860-4.00859970458604
12520.922.0484083251421-1.14840832514206
12616.9722.0484083251421-5.07840832514206
12715.6222.0484083251421-6.42840832514206
12820.424.3783126354201-3.97831263542008
12916.0919.7185040148640-3.62850401486405
13024.5822.04840832514212.53159167485794
13126.524.37831263542012.12168736457992
13214.2922.0484083251421-7.75840832514206
13316.7522.0484083251421-5.29840832514206
13419.4724.3783126354201-4.90831263542008
13520.6922.0484083251421-1.35840832514206
13615.7217.3885997045860-1.66859970458604
13713.4817.3885997045860-3.90859970458604
13822.8822.04840832514210.831591674857937
13917.7324.3783126354201-6.64831263542008
1400.79115.0586953943080-14.2676953943080
14119.0519.7185040148640-0.668504014864048
14224.6324.37831263542010.251687364579922
14314.3117.3885997045860-3.07859970458603
14426.3124.37831263542011.93168736457992
14531.1424.37831263542016.76168736457992
14621.3524.3783126354201-3.02831263542008
14715.2717.3885997045860-2.11859970458604
14822.9322.04840832514210.881591674857937
14930.4224.37831263542016.04168736457992
15029.2722.04840832514217.22159167485794
15126.6522.04840832514214.60159167485794
15223.0124.3783126354201-1.36831263542008
15324.624.37831263542010.221687364579924
15425.9224.37831263542011.54168736457992
15517.519.7185040148640-2.21850401486405
15617.5922.0484083251421-4.45840832514206
15715.3617.3885997045860-2.02859970458604
15822.5924.3783126354201-1.78831263542008
15920.4824.3783126354201-3.89831263542008
16025.7124.37831263542011.33168736457992
16120.4619.71850401486400.741495985135952
16217.822.0484083251421-4.24840832514206
16315.5215.05869539430800.461304605691979
16419.5322.0484083251421-2.51840832514206
16528.9324.37831263542014.55168736457992
16617.1317.3885997045860-0.258599704586037
16728.5124.37831263542014.13168736457992
16816.2417.3885997045860-1.14859970458604
16926.3122.04840832514214.26159167485794
17018.1915.05869539430803.13130460569198
17116.5819.7185040148640-3.13850401486405
17221.5819.71850401486401.86149598513595
17317.8912.728791084035.16120891597
17430.0424.37831263542015.66168736457992
17525.0322.04840832514212.98159167485794
17619.3324.3783126354201-5.04831263542008
17720.9124.3783126354201-3.46831263542008
17823.1624.3783126354201-1.21831263542008
17917.0415.05869539430801.98130460569198
18016.0624.3783126354201-8.31831263542008
18111.6519.7185040148641-8.06850401486405
18221.0217.38859970458603.63140029541397
18323.224.3783126354201-1.17831263542008
18422.324.3783126354201-2.07831263542008
18517.1624.3783126354201-7.21831263542008
18617.919.7185040148640-1.81850401486405
18711.4615.0586953943080-3.59869539430802
18821.8722.0484083251421-0.178408325142062
18927.1724.37831263542012.79168736457992
19017.9619.7185040148640-1.75850401486405
19119.5322.2302789658194-2.70027896581944
19213.3522.0484083251421-8.69840832514206
19321.1924.3783126354201-3.18831263542008
19416.6617.3885997045860-0.728599704586036
19518.2617.38859970458600.871400295413967
19627.0922.04840832514215.04159167485794
19728.7124.37831263542014.33168736457992
19810.9215.0586953943080-4.13869539430802
19922.6217.38859970458605.23140029541397
20021.0417.38859970458603.65140029541396
20121.6624.3783126354201-2.71831263542008
20216.919.7185040148640-2.81850401486405
20329.7324.37831263542015.35168736457992
20421.4522.0484083251421-0.598408325142063
20519.7115.05869539430804.65130460569198
20620.9519.71850401486401.23149598513595
20716.9717.3885997045860-0.418599704586037
20824.5524.37831263542010.171687364579924
20919.219.7185040148640-0.51850401486405
21021.6424.3783126354201-2.73831263542008
21121.324.3783126354201-3.07831263542008
21229.9322.04840832514217.88159167485794
21325.2924.37831263542010.911687364579922
21417.2619.7185040148640-2.45850401486405
21524.4224.37831263542010.0416873645799245
21611.0212.72879108403-1.70879108403001
21720.5624.3783126354201-3.81831263542008
21818.0815.05869539430803.02130460569198
21923.0522.04840832514211.00159167485794
22019.6924.3783126354201-4.68831263542008
22115.5622.0484083251421-6.48840832514206
22210.7210.3988867737520.321113226248009
22320.4224.3783126354201-3.95831263542008
22415.1222.0484083251421-6.92840832514206
22514.2317.3885997045860-3.15859970458604
22636.8124.378312635420112.4316873645799
22719.9122.0484083251421-2.13840832514206
22818.9722.0484083251421-3.07840832514206
22913.719.7185040148640-6.01850401486405
23013.3817.3885997045860-4.00859970458604
23120.1622.0484083251421-1.88840832514206
23226.3924.37831263542012.01168736457992
23313.8912.728791084031.16120891596999
23416.1219.7185040148640-3.59850401486405
23521.3522.0484083251421-0.698408325142061
23626.8122.04840832514214.76159167485794
23732.2324.37831263542017.85168736457992
23817.9617.38859970458600.571400295413966
23920.122.0484083251421-1.94840832514206
24015.2317.3885997045860-2.15859970458604
24117.4422.0484083251421-4.60840832514206
24224.8524.37831263542010.471687364579924
24323.3522.04840832514211.30159167485794
24414.1519.7185040148640-5.56850401486405
24520.7624.3783126354201-3.61831263542008
24624.3522.04840832514212.30159167485794
24717.2819.7185040148640-2.43850401486405
24828.524.37831263542014.12168736457992
24918.4422.0484083251421-3.60840832514206
25017.5424.3783126354201-6.83831263542008
25113.4317.3885997045860-3.95859970458604
25223.0322.04840832514210.981591674857939
25322.4624.3783126354201-1.91831263542008
25424.7622.04840832514212.71159167485794
25532.3924.37831263542018.01168736457992
25624.5724.37831263542010.191687364579923
25723.8222.04840832514211.77159167485794
25816.419.7185040148640-3.31850401486405
25915.8915.05869539430800.83130460569198
26020.5619.71850401486400.84149598513595
26122.2622.04840832514210.211591674857939
26218.8624.3783126354201-5.51831263542008
26328.3324.37831263542013.95168736457992
26417.1517.3885997045860-0.238599704586037
26526.3122.04840832514214.26159167485794
26625.519.71850401486405.78149598513595
26719.1224.3783126354201-5.25831263542008
26818.7719.7185040148640-0.94850401486405
26919.3519.7185040148640-0.368504014864048
27015.3915.05869539430800.33130460569198
27128.0324.37831263542013.65168736457992
27229.2324.37831263542014.85168736457992
27323.5822.04840832514211.53159167485794
27420.9422.0484083251421-1.10840832514206
27518.5524.3783126354201-5.82831263542008
27615.3517.3885997045860-2.03859970458604
27721.3519.71850401486401.63149598513595
27819.315.05869539430804.24130460569198
27921.8224.3783126354201-2.55831263542008
28013.5915.0586953943080-1.46869539430802
28120.0219.71850401486400.301495985135951
28216.9917.3885997045860-0.398599704586037
2832522.04840832514212.95159167485794
28423.6619.71850401486403.94149598513595
28520.6922.0484083251421-1.35840832514206
28614.1812.728791084031.45120891596999
28723.3322.04840832514211.28159167485794
28815.1415.05869539430800.0813046056919803
28917.5822.0484083251421-4.46840832514206
29025.3519.71850401486405.63149598513595
29125.6419.71850401486405.92149598513595
29224.8724.37831263542010.491687364579924
29315.9124.3783126354201-8.46831263542008
29416.2422.0484083251421-5.80840832514206
29527.9824.37831263542013.60168736457992
29616.9117.3885997045860-0.478599704586035
29719.9922.0484083251421-2.05840832514206
29818.6924.3783126354201-5.68831263542008
29910.0412.72879108403-2.68879108403001
30014.2717.3885997045860-3.11859970458604
30118.2619.7185040148640-1.45850401486405
30226.8824.37831263542012.50168736457992
30316.5722.0484083251421-5.47840832514206
30416.7217.3885997045860-0.668599704586037
30520.1522.0484083251421-1.89840832514206
30623.7119.71850401486403.99149598513595
30721.1515.05869539430806.09130460569198
30823.2822.04840832514211.23159167485794
30914.9519.7185040148640-4.76850401486405
31028.8429.0381212559761-0.198121255976105
31123.2826.7082169456981-3.42821694569809
31233.8136.0278341868101-2.21783418681015
31321.729.0381212559761-7.3381212559761
31434.729.03812125597615.6618787440239
31530.5831.3680255662541-0.788025566254122
31618.1126.7082169456981-8.5982169456981
31725.2429.0381212559761-3.79812125597611
31826.4226.7082169456981-0.28821694569809
31937.4136.02783418681011.38216581318985
32043.3633.69792987653219.66207012346786
32148.4236.027834186810212.3921658131899
32245.531.368025566254114.1319744337459
32328.4131.3680255662541-2.95802556625412
32431.6626.70821694569814.95178305430191
32538.1633.69792987653214.46207012346786
32625.6126.7082169456981-1.09821694569809
32736.5429.03812125597617.5018787440239
32824.8126.7082169456981-1.89821694569809
32926.6529.0381212559761-2.38812125597611
33032.0326.70821694569815.32178305430191
33135.4933.69792987653211.79207012346787
33222.3633.8798005172095-11.5198005172095
33332.2229.03812125597613.18187874402389
33431.1126.70821694569814.40178305430191
33534.929.03812125597615.86187874402389
33631.4733.6979298765321-2.22792987653214
33725.226.7082169456981-1.50821694569809
33822.9226.7082169456981-3.78821694569809
33928.8931.3680255662541-2.47802556625412
34022.4626.7082169456981-4.24821694569809
34119.3726.7082169456981-7.33821694569809
34226.4626.7082169456981-0.248216945698091
34329.5729.03812125597610.531878744023895
34440.0729.038121255976111.0318787440239
34523.8629.0381212559761-5.1781212559761
34632.5126.70821694569815.80178305430191
34727.6229.0381212559761-1.41812125597610
34830.1129.03812125597611.07187874402389
34943.0533.69792987653219.35207012346786
35039.0633.69792987653215.36207012346787
35135.8329.03812125597616.79187874402389
35232.3629.03812125597613.32187874402389
35334.3636.0278341868101-1.66783418681015
35430.5829.03812125597611.54187874402389
35530.0726.70821694569813.36178305430191
35634.8926.70821694569818.1817830543019
35728.6426.70821694569811.93178305430191
35834.2833.87980051720950.400199482790486
35928.1933.6979298765321-5.50792987653213
36022.526.7082169456981-4.20821694569809
36146.8336.027834186810210.8021658131898
36223.5226.7082169456981-3.18821694569809
36331.0829.03812125597612.04187874402389
36439.9433.69792987653216.24207012346786
36543.9331.368025566254112.5619744337459
36632.0831.54989620693150.530103793068498
36725.9226.7082169456981-0.78821694569809
36831.9333.6979298765321-1.76792987653213
36916.9426.8900875863755-9.95008758637547
37039.5733.87980051720955.69019948279048
37123.4629.0381212559761-5.5781212559761
37247.8931.549896206931516.3401037930685
37335.1529.03812125597616.11187874402389
37427.5429.0381212559761-1.49812125597611
37527.226.70821694569810.491783054301908
37624.6329.0381212559761-4.40812125597611
37726.3329.0381212559761-2.70812125597611
37830.4826.70821694569813.77178305430191
37931.1129.03812125597612.07187874402389
38037.4533.69792987653213.75207012346787
38123.8429.2199918966535-5.37999189665349
38220.9426.7082169456981-5.76821694569809
38331.8326.70821694569815.12178305430191
38430.7433.8798005172095-3.13980051720952
38539.7729.038121255976110.7318787440239
38633.5426.70821694569816.83178305430191
38734.1129.03812125597615.07187874402389
38823.8724.5601832760975-0.690183276097458
38931.7129.03812125597612.67187874402390
39038.8733.69792987653215.17207012346786
39126.4633.6979298765321-7.23792987653213
39225.0426.7082169456981-1.66821694569809
39335.8729.03812125597616.83187874402389
39438.4529.03812125597619.4118787440239
39529.7131.3680255662541-1.65802556625412
39628.9126.70821694569812.20178305430191
39718.2326.7082169456981-8.4782169456981
39824.1729.0381212559761-4.8681212559761
39921.7526.7082169456981-4.95821694569809
40027.3529.0381212559761-1.68812125597610
40142.7336.02783418681016.70216581318985
40229.7633.6979298765321-3.93792987653213
40338.3529.21999189665359.13000810334651
40440.6529.038121255976111.6118787440239
40523.1829.0381212559761-5.8581212559761
40635.9629.03812125597616.9218787440239
40733.9536.0278341868101-2.07783418681015
40827.5131.3680255662541-3.85802556625412
40926.7326.70821694569810.0217830543019091
41025.5631.3680255662541-5.80802556625412
41125.4229.0381212559761-3.61812125597610
41226.0826.7082169456981-0.628216945698093
41323.5429.0381212559761-5.4981212559761
41425.9931.5498962069315-5.5598962069315
41514.5826.7082169456981-12.1282169456981
41637.9526.708216945698111.2417830543019
41724.9129.0381212559761-4.12812125597611
41830.633.6979298765321-3.09792987653213
41925.4526.7082169456981-1.25821694569809
42029.9329.03812125597610.891878744023894
42133.0526.70821694569816.34178305430191
42247.5631.549896206931516.0101037930685
42337.7429.03812125597618.7018787440239
42428.5526.70821694569811.84178305430191
42529.8829.03812125597610.841878744023894
42624.9829.0381212559761-4.05812125597611
42731.6936.0278341868101-4.33783418681015
42828.8729.0381212559761-0.168121255976104
42927.0433.6979298765321-6.65792987653214
43035.1529.03812125597616.11187874402389
43134.2529.03812125597615.21187874402389
43222.8726.7082169456981-3.83821694569809
43324.3433.6979298765321-9.35792987653214
43423.6526.7082169456981-3.05821694569809
43530.8631.5498962069315-0.689896206931501
43626.9626.70821694569810.251783054301909
43728.6831.3680255662541-2.68802556625412
43828.1326.70821694569811.42178305430191
43943.0933.87980051720959.21019948279049
44032.5531.36802556625411.18197443374588
44134.1324.56018327609759.56981672390254
44245.9329.038121255976116.8918787440239
44341.1136.02783418681015.08216581318985
44419.1631.3680255662541-12.2080255662541
44518.5826.7082169456981-8.1282169456981
44629.7524.56018327609755.18981672390254
44733.526.70821694569816.79178305430191
44829.0126.70821694569812.30178305430191
44922.4131.3680255662541-8.95802556625412
45042.2533.69792987653218.55207012346786
45132.2329.03812125597613.19187874402389
45252.2431.368025566254120.8719744337459
45340.7329.038121255976111.6918787440239
45440.831.36802556625419.43197443374588
45526.0629.0381212559761-2.97812125597611
45631.6926.89008758637554.79991241362453
45744.1131.368025566254112.7419744337459
45837.9131.36802556625416.54197443374588
45930.8933.6979298765321-2.80792987653213
46024.6529.0381212559761-4.38812125597611
46133.4329.21999189665354.21000810334651
4623226.70821694569815.29178305430191
46329.1331.3680255662541-2.23802556625412
46448.7733.697929876532115.0720701234679
46523.5826.7082169456981-3.12821694569809
46632.7931.36802556625411.42197443374588
46725.8126.7082169456981-0.898216945698093
46823.4731.3680255662541-7.89802556625412
46926.9126.70821694569810.201783054301909
47028.2729.0381212559761-0.768121255976105
47118.7326.7082169456981-7.97821694569809
47237.5129.21999189665358.29000810334651
47325.3836.0278341868102-10.6478341868102
47427.5826.70821694569810.871783054301907
47530.526.70821694569813.79178305430191
47630.7931.3680255662541-0.578025566254121
47722.0126.7082169456981-4.69821694569809
47818.5826.7082169456981-8.1282169456981
47922.1631.5498962069315-9.3898962069315
48034.0331.36802556625412.66197443374588
48135.0131.36802556625413.64197443374588
48225.7829.0381212559761-3.25812125597610
48330.7831.5498962069315-0.7698962069315
48431.8629.21999189665352.64000810334651
48516.6526.7082169456981-10.0582169456981
48620.8129.0381212559761-8.2281212559761
48729.7429.03812125597610.701878744023893
48832.9731.54989620693151.42010379306850
48940.7331.36802556625419.36197443374587
49044.4833.697929876532110.7820701234679
49139.8433.69792987653216.14207012346787
49222.526.7082169456981-4.20821694569809
49327.5231.3680255662541-3.84802556625412
49423.0429.2199918966535-6.17999189665349
49536.836.02783418681010.772165813189849
49631.0226.89008758637554.12991241362453
49728.6226.70821694569811.91178305430191
49826.7731.5498962069315-4.7798962069315
49930.2329.03812125597611.19187874402389
50036.8129.03812125597617.7718787440239
50132.5533.6979298765321-1.14792987653214
50236.9231.36802556625415.55197443374588
50323.5626.7082169456981-3.14821694569809
50445.9126.708216945698119.2017830543019
50530.8231.3680255662541-0.54802556625412
50632.9731.54989620693151.42010379306850
50732.5829.03812125597613.54187874402389
50822.1626.7082169456981-4.54821694569809
50932.4729.03812125597613.43187874402389
51043.2429.038121255976114.2018787440239
51123.6229.0381212559761-5.4181212559761
51225.6329.0381212559761-3.40812125597611
51332.0629.03812125597613.02187874402390
51435.8536.0278341868101-0.177834186810147
51547.231.368025566254115.8319744337459
51633.3133.6979298765321-0.387929876532133
51750.8333.697929876532117.1320701234679
51834.9824.560183276097510.4198167239025
51924.1731.3680255662541-7.19802556625412
52023.6426.7082169456981-3.06821694569809
52123.4126.7082169456981-3.29821694569809
52227.5929.2199918966535-1.62999189665349
52329.5326.89008758637552.63991241362453
52432.3131.36802556625410.941974433745882
52530.7829.03812125597611.74187874402390
52633.6929.03812125597614.65187874402389
52735.2931.36802556625413.92197443374588
52828.6631.3680255662541-2.70802556625412
52928.9136.0278341868101-7.11783418681015
53030.2229.03812125597611.18187874402389
53131.2726.70821694569814.56178305430191
53228.6629.0381212559761-0.378121255976105
53326.0531.3680255662541-5.31802556625412
53430.5633.6979298765321-3.13792987653214
53525.6931.3680255662541-5.67802556625412
53625.0129.0381212559761-4.0281212559761
53733.229.03812125597614.1618787440239
53821.2329.0381212559761-7.8081212559761
53937.836.02783418681011.77216581318985
54038.4729.03812125597619.4318787440239
54137.8531.54989620693156.3001037930685
54239.2431.36802556625417.87197443374588
54321.3226.7082169456981-5.38821694569809
54427.5231.3680255662541-3.84802556625412
54524.4933.6979298765321-9.20792987653214
54634.5626.70821694569817.85178305430191
54730.7326.70821694569814.02178305430191
54826.8826.70821694569810.171783054301908
54933.2926.70821694569816.58178305430191
55042.7136.02783418681016.68216581318985
55135.331.36802556625413.93197443374588
55229.2829.03812125597610.241878744023896
55326.8929.0381212559761-2.14812125597610
55423.3231.3680255662541-8.04802556625412
55529.3436.0278341868101-6.68783418681015
55622.7633.8798005172095-11.1198005172095
55731.126.70821694569814.39178305430191
55828.9429.0381212559761-0.0981212559761037
55946.3726.890087586375519.4799124136245
56024.3526.7082169456981-2.35821694569809
56128.3826.70821694569811.67178305430191
56230.3531.3680255662541-1.01802556625412
56348.3131.368025566254116.9419744337459
56428.1229.0381212559761-0.918121255976104
56527.1431.3680255662541-4.22802556625412
56630.8626.70821694569814.15178305430191
56735.1931.36802556625413.82197443374588
56842.3233.69792987653218.62207012346786
56927.726.70821694569810.991783054301908
57033.4131.36802556625412.04197443374588
57130.926.70821694569814.19178305430191
57225.3133.6979298765321-8.38792987653214
57328.2231.3680255662541-3.14802556625412
57430.3824.56018327609755.81981672390254
57529.3531.3680255662541-2.01802556625412
57625.6826.7082169456981-1.02821694569809
57723.8729.0381212559761-5.1681212559761
57824.9931.3680255662541-6.37802556625412
57941.329.038121255976112.2618787440239
58030.0131.3680255662541-1.35802556625412
58131.3226.70821694569814.61178305430191
58235.7733.69792987653212.07207012346787
58332.2231.36802556625410.851974433745879
58432.829.03812125597613.76187874402389
58526.5929.0381212559761-2.44812125597611
58628.2229.0381212559761-0.818121255976106
58721.429.0381212559761-7.6381212559761
58842.0331.368025566254110.6619744337459
58929.9736.0278341868101-6.05783418681015
59031.226.89008758637554.30991241362453
59125.6229.0381212559761-3.41812125597610
59230.8231.3680255662541-0.54802556625412
59338.0636.02783418681012.03216581318985
59433.3926.89008758637556.49991241362453
59531.5231.5498962069315-0.0298962069315012
59624.5829.0381212559761-4.45812125597611
59723.9126.7082169456981-2.79821694569809
59831.4133.6979298765321-2.28792987653213
59925.7931.3680255662541-5.57802556625412
60031.0426.89008758637554.14991241362453
60140.4531.54989620693158.9001037930685
60247.6333.879800517209513.7501994827905
6032126.7082169456981-5.70821694569809
60430.6926.89008758637553.79991241362453
60527.8529.0381212559761-1.18812125597610
60642.8438.35773849708824.48226150291184
60745.0636.20970482748758.85029517251247
60829.0645.3474514279222-16.2874514279222
60951.0247.67735573820023.34264426179978
61035.1945.5293220685996-10.3393220685996
61136.8838.5396091377655-1.65960913776554
61244.2943.01754711764421.27245288235581
61342.7938.35773849708824.43226150291184
6144538.35773849708826.64226150291184
61526.3538.3577384970882-12.0077384970882
61626.7936.2097048274875-9.41970482748753
61721.9836.2097048274875-14.2297048274875
61833.4545.5293220685996-12.0793220685996
61930.8245.3474514279222-14.5274514279222
62033.8740.6876428073662-6.81764280736618
62130.8240.8695134480436-10.0495134480436
62229.0338.5396091377655-9.50960913776554
62330.0436.2097048274875-6.16970482748753
62457.9338.357738497088219.5722615029118
62539.8538.35773849708821.49226150291184
62642.245.3474514279222-3.1474514279222
62747.2443.01754711764424.22245288235581
62837.3138.3577384970882-1.04773849708816
62934.0640.8695134480436-6.80951344804356
6303543.0175471176442-8.01754711764419
63136.7440.6876428073662-3.94764280736618
63256.3343.017547117644213.3124528823558
63331.2236.2097048274875-4.98970482748753
63433.336.2097048274875-2.90970482748753
63526.0838.5396091377655-12.4596091377655
63636.4540.6876428073662-4.23764280736617
63737.9936.20970482748751.78029517251247
63840.8643.1994177583216-2.33941775832157
63928.8738.3577384970882-9.48773849708816
64040.738.53960913776552.16039086223446
64139.643.0175471176442-3.41754711764419
64242.9940.68764280736622.30235719263382
64329.8140.6876428073662-10.8776428073662
64422.6436.2097048274875-13.5697048274875
64544.0443.19941775832160.840582241678429
64622.7836.2097048274875-13.4297048274875
64745.0440.68764280736624.35235719263382
64856.3843.017547117644213.3624528823558
64948.7238.539609137765510.1803908622345
65042.738.53960913776554.16039086223446
65137.2736.20970482748751.06029517251247
65228.5345.3474514279222-16.8174514279222
65327.9538.5396091377655-10.5896091377655
65432.1138.3577384970882-6.24773849708816


Goldfeld-Quandt test for Heteroskedasticity
p-valuesAlternative Hypothesis
breakpoint indexgreater2-sidedless
60.2240052806552670.4480105613105340.775994719344733
70.1067402430943120.2134804861886240.893259756905688
80.1003764458108000.2007528916216010.8996235541892
90.05610237174288690.1122047434857740.943897628257113
100.02710777037047330.05421554074094660.972892229629527
110.01298101533071920.02596203066143830.98701898466928
120.005741565719741170.01148313143948230.994258434280259
130.005568981212461920.01113796242492380.994431018787538
140.003679815017591250.00735963003518250.996320184982409
150.003652987208753810.007305974417507620.996347012791246
160.001763253152902360.003526506305804720.998236746847098
170.0009527217852247290.001905443570449460.999047278214775
180.0004772628885950960.0009545257771901920.999522737111405
190.0004363683304606820.0008727366609213630.99956363166954
200.0009461191609487270.001892238321897450.999053880839051
210.0005170542244479050.001034108448895810.999482945775552
220.0003441239791750570.0006882479583501150.999655876020825
230.01079864886393160.02159729772786310.989201351136068
240.02779233949561240.05558467899122490.972207660504388
250.04530267823729840.09060535647459680.954697321762702
260.04657193702929360.09314387405858720.953428062970706
270.03312639927845430.06625279855690870.966873600721546
280.02763733274908550.0552746654981710.972362667250914
290.06109013813788890.1221802762757780.938909861862111
300.04685239373303060.09370478746606110.95314760626697
310.03485327466195200.06970654932390410.965146725338048
320.0460091965708940.0920183931417880.953990803429106
330.0489601536789740.0979203073579480.951039846321026
340.03788721777823570.07577443555647140.962112782221764
350.02872115961132460.05744231922264920.971278840388675
360.02076279962439920.04152559924879840.9792372003756
370.01755010489565730.03510020979131460.982449895104343
380.01254060851956110.02508121703912230.987459391480439
390.01447555580468530.02895111160937050.985524444195315
400.01048598737168300.02097197474336600.989514012628317
410.01644109789212530.03288219578425060.983558902107875
420.01301539528377580.02603079056755150.986984604716224
430.01085886179555710.02171772359111410.989141138204443
440.008314486268524030.01662897253704810.991685513731476
450.005968345097899050.01193669019579810.9940316549021
460.004812732741508930.009625465483017850.995187267258491
470.003792655667701340.007585311335402670.996207344332299
480.006500996568775320.01300199313755060.993499003431225
490.004624179829958080.009248359659916150.995375820170042
500.005457053592073390.01091410718414680.994542946407927
510.005984354841132020.01196870968226400.994015645158868
520.005475276376286050.01095055275257210.994524723623714
530.01917817394547420.03835634789094830.980821826054526
540.01839950220853090.03679900441706170.98160049779147
550.01401304412261990.02802608824523980.98598695587738
560.01082464593265170.02164929186530350.989175354067348
570.01187320771358040.02374641542716070.98812679228642
580.01140384793677440.02280769587354870.988596152063226
590.009787986320282340.01957597264056470.990212013679718
600.009606213690494270.01921242738098850.990393786309506
610.007244243745917950.01448848749183590.992755756254082
620.005948147711937530.01189629542387510.994051852288062
630.004692311362913440.009384622725826870.995307688637087
640.003961585995205510.007923171990411010.996038414004795
650.003136203595910730.006272407191821470.99686379640409
660.002291847013475870.004583694026951740.997708152986524
670.001935733684554470.003871467369108940.998064266315446
680.001592898646241230.003185797292482450.998407101353759
690.00115022100337780.00230044200675560.998849778996622
700.0008481606991762510.001696321398352500.999151839300824
710.0006421303077771220.001284260615554240.999357869692223
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Meta Analysis of Goldfeld-Quandt test for Heteroskedasticity
Description# significant tests% significant testsOK/NOK
1% type I error level5970.92846034214619NOK
5% type I error level6250.972006220839813NOK
10% type I error level6370.990668740279938NOK