Theory-Based Data Analysis for the Social SciencesPine Forge Press, 19 feb. 2002 - 254 sidor
The advent of complex and powerful computer-generated statistical models has greatly eroded the former prominence of social theory in data analysis, replacing it with an emphasis on statistical technique. To correct this trend, Carol S. Aneshensel presents a method for bringing data analysis and statistical technique into line with theory. |
Innehåll
The Logic of TheoryBased Data Analysis | 23 |
Associations and Relationships | 47 |
Demonstrating | 69 |
Ruling Out Alternative Theoretical | 127 |
Analytic Models for Redundancy | 139 |
Antecedent | 155 |
Effect | 191 |
SUMMARY | 230 |
References247 | 247 |
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Theory-Based Data Analysis for the Social Sciences Carol S Aneshensel Fragmentarisk förhandsgranskning - 2002 |
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ables addition adolescents African American ambient hazards ANALYSIS JOURNAL analytic strategy antecedent variable assessed asso behavior bivariate association caregiver component conditional relationship consequent variables constructs control variables correlation covariation criminal data analysis daughters deductive reasoning dent variable dependent vari depression dichotomous difference dummy variables effect modification empirical association estimate example exclusionary strategy explanatory family income focal independent variable focal rela focal relationship function gender illustrated in Figure impact included independent and dependent inference influence interaction term internal validity interpretation intervening variables Latino linear regression logistic regression marriage mastery means measured variables mediated modifying variable multiple linear regression multivariate null hypothesis numeric observed association odds ratio operationalized outcome parental divorce pendent variable regression coefficient regression equation regression model relatedness sample selection sense of control social support specific statistically significant stress subgroups subjective life expectancy symptoms theory third variable tion tionship total association voting
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