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Testing For Multiple Regression Part 2

RECODE Q46A (99=0) (ELSE=1) INTO Democracy10. VARIABLE LABELS  Democracy10 ‘Satisfaction with democracy’. EXECUTE. REGRESSION   /MISSING LISTWISE   /STATISTICS COEFF OUTS R ANOVA COLLIN TOL   /CRITERIA=PIN(.05) POUT(.10)   /NOORIGIN   /DEPENDENT ADULT_CT   /METHOD=ENTER Q1 Democracy10   /SCATTERPLOT=(*ZRESID ,*ZPRED)   /RESIDUALS DURBIN HISTOGRAM(ZRESID)   /SAVE COOK ZRESID.  Variables Entered/Removeda Model Variables Entered Variables Removed […]

Testing For Multiple Regression Part 1

Variables Entered/Removeda Model Variables Entered Variables Removed Method 1 Q1. Age, ADULTCT: Number of adults in householdb . Enter a. Dependent Variable: Q46a. Level of democracy: today b. All requested variables entered. Model Summary Model R R Square Adjusted R Square Std. Error of the Estimate 1 .025a .001 .001 2.880 a. Predictors: (Constant), Q1. […]

Multiple Regression in Practice

Climate changes have many concerns and effects in our today’s environment. This has brought about the need to review climate change implications on our environments (Zakar, Zakar & Fischer, 2012). Climate change has direct and indirect influences on human security. As a consequence, deterioration of health may occur from climate change due to carbon dioxide […]

Quantitative Variable Calculation

Case Processing Summary   Cases Valid Missing Total N Percent N Percent N Percent Q42. Extent of democracy * Q3a. Country’s present economic condition 47543 92.2% 4044 7.8% 51587 100.0% Q42. Extent of democracy * Q3a. Country’s present economic condition Crosstabulation   Q3a. Country’s present economic condition Total Very Bad Fairly bad Neither good nor […]

Testing for Bivariate Categorical Analysis

Case Processing Summary   Cases Valid Missing Total N Percent N Percent N Percent Q59h. Trust police * Democracy (dichotomous) 47429 91.9% 4158 8.1% 51587 100.0% Q59h. Trust police * Democracy (dichotomous) Crosstabulation   Democracy (dichotomous) Total Not a Democracy Democracy Q59h. Trust police Not at all Count 2143 8516 10659 % within Democracy (dichotomous) […]

Example of Quantitative Research Calculations: Metric Variable of Number of Adults in Household

For the Metric Variable of number of adults in household (ADULTCT), the descriptive statistics is below: The metric variable of number of adults in household show N=51451 with missing value of 136. The values for the mean, median and mode for this statistics are 3.64, 3.00, and 2. The std. error of mean is minute […]

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