Questions with answers on statistical modeling in criminology

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Questions with answers on statistical modeling in criminology: 1. Which statistical modeling technique is commonly used to analyze the relationship between two continuous variables? A) Chi-square test B) Analysis of Variance (ANOVA) C) Pearson correlation D) Logistic regression **Answer: C) Pearson correlation** 2. In criminology, which statistical model is often used to predict the likelihood of an event occurring, such as recidivism? A) Linear regression B) Poisson regression C) Logistic regression D) Multinomial regression **Answer: C) Logistic regression** 3. When comparing the means of three or more groups in criminological research, which statistical test should be employed? A) T-test B) Chi-square test C) Analysis of Variance (ANOVA) D) Wilcoxon signed-rank test **Answer: C) Analysis of Variance (ANOVA)**
4. Which statistical modeling technique is suitable for analyzing count data, such as the number of crimes in a given area? A) Linear regression B) Poisson regression C) Logistic regression D) Cox proportional hazards model **Answer: B) Poisson regression** 5. In criminology, what does the odds ratio represent in logistic regression? A) The probability of an event occurring B) The change in the dependent variable for a one-unit change in the independent variable C) The odds of the event occurring in one group compared to another D) The measure of association between two continuous variables **Answer: C) The odds of the event occurring in one group compared to another** 6. Which of the following is a limitation of using linear regression in criminological research? A) Assumes a linear relationship between variables B) Cannot handle categorical dependent variables C) Not suitable for analyzing longitudinal data D) Does not provide estimates of probabilities **Answer: A) Assumes a linear relationship between variables** 7. When assessing the relationship between two categorical variables in criminological research, which statistical test is appropriate? A) Pearson correlation B) Spearman's rank correlation
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