develop a model want to determine if turnover (yes or no) is predicted by salary, years with the company, age, and performance
Subject: Mathematics / Statistics
1/ You want to determine if salary is affected by gender and whether the employee has a graduate degree or not (taken together). The correct statistical technique/test would be
Chi-square
Correlation
One-tailed ttest
Two-tailed ttest
Simple linear regression
Multiple regression
Logistic regression
Dummy variable regression
ANOVA
One-way ANOVA
2/ You want to find out if text-based internet ads produce fewer page clicks than predominantly graphics-based internet ads. The correct statistical technique/test would be
Chi-square
Correlation
One-tailed ttest
Two-tailed ttest
Simple linear regression
Multiple regression
Logistic regression
Dummy variable regression
ANOVA
One-way ANOVA
3/ You are interested in developing a model to predict sales, a continuous variable, based on the dollar amount spent on advertising. The correct statistical technique/test would be
Chi-square
Correlation
One-tailed ttest
Two-tailed ttest
Simple linear regression
Multiple regression
Logistic regression
Dummy variable regression
ANOVA
One-way ANOVA
4/ You want to find out if there’s a difference in sales, within your four regions, in you major retailing chain. The correct statistical technique/test would be
Chi-square
Correlation
One-tailed ttest
Two-tailed ttest
Simple linear regression
Multiple regression
Logistic regression
Dummy variable regression
ANOVA
One-way ANOVA
5/ You want to determine if there’s a relationship between the type of industry (e.g., chemicals, automotive, pharmaceuticals) and the CEO’s gender. The correct statistical technique/test would be
Chi-square
Correlation
One-tailed ttest
Two-tailed ttest
Simple linear regression
Multiple regression
Logistic regression
Dummy variable regression
ANOVA
One-way ANOVA
6/ You develop a model want to determine if turnover (yes or no) is predicted by salary, years with the company, age, and performance (measured on a 1 to a 100 point scale). The correct statistical technique/test would be
Chi-square
Correlation
One-tailed ttest
Two-tailed ttest
Simple linear regression
Multiple regression
Logistic regression
Dummy variable regression
ANOVA
One-way ANOVA
7/ You want to find out if there’s a relationship between job satisfaction, measured by averaging 15 items on a 7 point response scale, and individual absenteeism rates (days missed). The correct statistical technique/test would be
Chi-square
Correlation
One-tailed ttest
Two-tailed ttest
Simple linear regression
Multiple regression
Logistic regression
Dummy variable regression
ANOVA
One-way ANOVA
8/ You want to develop a model to predict stock portfolio returns based on the Gross Domestic Product, the Consumer Price Index, the Dow Jones Industrial Average, and whether or not the portfolio is predominantly focused on growth or value. The correct statistical technique/test would be
Chi-square
Correlation
One-tailed ttest
Two-tailed ttest
Simple linear regression
Multiple regression
Logistic regression
Dummy variable regression
ANOVA
One-way ANOVA
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