The Minister of National Security in Trinidad and Tobago is interested in determining the factors that influence the number of crimes that are reported. You are tasked to develop a model using the...



  1. The Minister of National Security in Trinidad and Tobago is interested in determining the factors that influence the number of crimes that are reported. You are tasked to develop a model using the appropriate variables. The following variables are utilized:



X1 = total overall reported crime rate per 100,000 residents X2 = reported violent crime rate per 100,000 residents


X3 = % of people 25 years+ with 4 yrs. of high school


X4 = % of 16 to 19-year-olds not in high school and not high school graduates. X5 = % of 18 to 24-year-olds in college


X6 = % of people 25 years+ with at least 4 years of college










































































































































































































































X1




X2




X3




X4




X5




X6



478



184



74



11



31



20



494



213



72



11



43



18



643



347



70



18



16



16



341



565



71



11



25



19



773



327



72



9



29



24



603



260



68



8



32



15



484



325



68



12



24



14



546



102



62



13



28



11



424



38



69



7



25



12



548



226



66



9



58



15



506



137



60



13



21



9



819



369



81



4



77



36



541



109



66



9



37



12



491



809



67



11



37



16



514



29



65



12



35



11



371



245



64



10



42



14



457



118



64



12



21



10



437



148



62



7



81



27



570



387



59



15



31



16



432



98



56



15



50



15



619



608



46



22



24



8



357



218



54



14



27



13



623



254



54



20



22



11



547



697



45



26



18



8



792



827



57



12



23



11



799



693



57



9



60



18



439



448



61



19



14



12
































































867



942



52



17



31



10



912



1017



44



21



24



9



462



216



43



18



23



8



859



673



48



19



22



10



805



989



57



14



25



12



652



630



47



19



25



9



776



404



50



19



21



9




Using SPSS




  1. Determine the multiple regression equation for the data.

  2. Interpret the coefficient of determination.

  3. At the 10% significance level, determine if the model is useful for predicting the number of crimes that are reported in Trinidad and Tobago. In responding, construct and test any appropriate hypothesis.

  4. At the 10% significance level, does it appear that percent of people 25 years+ with 4 yrs. of high school, percent of 16 to 19-year- olds not   in   high   school   and    not    high    school    graduates    or    percent    of    18    to    24-year-olds    in    college    can be removed from the model as unnecessary? In responding, construct and test any appropriate hypothesis.


please show spss steps

Jun 09, 2022
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