document2

7
REGRESSION /DESCRIPTIVES MEAN STDDEV CORR SIG N /MISSING LISTWISE /STATISTICS COEFF OUTS CI(95) BCOV R ANOVA COLLIN TOL /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT Consumptioninmilliontonnes /METHOD=ENTER Months /SCATTERPLOT=(*ZRESID ,*ZPRED) /RESIDUALS DURBIN HISTOGRAM(ZRESID) NORMPROB(ZRESID) /CASEWISE PLOT(ZRESID) OUTLIERS(3). Regression Notes Output Created 18-MAR-2015 15:02:32 Comments Input Active Dataset DataSet4 Filter <none> Weight <none> Split File <none> N of Rows in Working Data File 128 Missing Value Handling Definition of Missing User-defined missing values are treated as missing. Cases Used Statistics are based on cases with no missing values for any variable used.

Upload: yash-maurya

Post on 17-Nov-2015

214 views

Category:

Documents


2 download

TRANSCRIPT

REGRESSION /DESCRIPTIVES MEAN STDDEV CORR SIG N /MISSING LISTWISE /STATISTICS COEFF OUTS CI(95) BCOV R ANOVA COLLIN TOL /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT Consumptioninmilliontonnes /METHOD=ENTER Months /SCATTERPLOT=(*ZRESID ,*ZPRED) /RESIDUALS DURBIN HISTOGRAM(ZRESID) NORMPROB(ZRESID) /CASEWISE PLOT(ZRESID) OUTLIERS(3).

Regression

Notes

Output Created18-MAR-2015 15:02:32

Comments

InputActive DatasetDataSet4

Filter

Weight

Split File

N of Rows in Working Data File128

Missing Value HandlingDefinition of MissingUser-defined missing values are treated as missing.

Cases UsedStatistics are based on cases with no missing values for any variable used.

SyntaxREGRESSION /DESCRIPTIVES MEAN STDDEV CORR SIG N /MISSING LISTWISE /STATISTICS COEFF OUTS CI(95) BCOV R ANOVA COLLIN TOL /CRITERIA=PIN(.05) POUT(.10) /NOORIGIN /DEPENDENT Consumptioninmilliontonnes /METHOD=ENTER Months /SCATTERPLOT=(*ZRESID ,*ZPRED) /RESIDUALS DURBIN HISTOGRAM(ZRESID) NORMPROB(ZRESID) /CASEWISE PLOT(ZRESID) OUTLIERS(3).

ResourcesProcessor Time00:00:01.36

Elapsed Time00:00:01.53

Memory Required1740 bytes

Additional Memory Required for Residual Plots912 bytes

Descriptive Statistics

MeanStd. DeviationN

Consumption (in million tonnes)16.54204.48763120

Months60.5034.785120

Correlations

Consumption (in million tonnes)Months

Pearson CorrelationConsumption (in million tonnes)1.000.989

Months.9891.000

Sig. (1-tailed)Consumption (in million tonnes)..000

Months.000.

NConsumption (in million tonnes)120120

Months120120

Variables Entered/Removeda

ModelVariables EnteredVariables RemovedMethod

1Monthsb.Enter

a. Dependent Variable: Consumption (in million tonnes)

b. All requested variables entered.

Model Summaryb

ModelRR SquareAdjusted R SquareStd. Error of the EstimateDurbin-Watson

1.989a.978.978.66616.461

a. Predictors: (Constant), Months

b. Dependent Variable: Consumption (in million tonnes)

ANOVAa

ModelSum of SquaresdfMean SquareFSig.

1Regression2344.15412344.1545282.378.000b

Residual52.365118.444

Total2396.519119

a. Dependent Variable: Consumption (in million tonnes)

b. Predictors: (Constant), Months

Coefficientsa

ModelUnstandardized CoefficientsStandardized CoefficientstSig.

BStd. ErrorBeta

1(Constant)8.823.12272.087.000

Months.128.002.98972.680.000

Coefficientsa

Model95.0% Confidence Interval for BCollinearity Statistics

Lower BoundUpper BoundToleranceVIF

1(Constant)8.5809.065

Months.124.1311.0001.000

a. Dependent Variable: Consumption (in million tonnes)

Coefficient Correlationsa

ModelMonths

1CorrelationsMonths1.000

CovariancesMonths3.082E-6

a. Dependent Variable: Consumption (in million tonnes)

Collinearity Diagnosticsa

ModelDimensionEigenvalueCondition IndexVariance Proportions

(Constant)Months

111.8681.000.07.07

2.1323.759.93.93

a. Dependent Variable: Consumption (in million tonnes)

Residuals Statisticsa

MinimumMaximumMeanStd. DeviationN

Predicted Value8.950224.133816.54204.43833120

Residual-1.270611.89215.00000.66335120

Std. Predicted Value-1.7111.711.0001.000120

Std. Residual-1.9072.840.000.996120

a. Dependent Variable: Consumption (in million tonnes)

Charts