Question

In: Statistics and Probability

3. A researcher wants to know if there is a relationship between having death-penalty statutes and...

3. A researcher wants to know if there is a relationship between having death-penalty statutes and having three-strikes laws in place. Based on the information regarding these laws in US states…[Hint: calculated chi-square should be 4.160]

Death Penalty
Three-strikes law Yes No
Yes 19 2
No 19 10
  1. Formulate the null and research/alternative hypotheses.
  2. Calculate the chi-square
  3. Report the critical chi-square at the corresponding probability level [.05]and degrees of freedom
  4. Test the null hypothesis and reach a statistical conclusion;
  5. Interpret your results

Solutions

Expert Solution

null hypothesis: Ho: having death-penalty statutes and having three-strikes laws in place are independent

Alternate hypothesis:Ha: there is a relationship between having death-penalty statutes and having three-strikes laws in place.

applying chi square test:

Expected Ei=row total*column total/grand total Yes No Total
Yes 15.96 5.04 21
No 22.04 6.96 29
total 38 12 50
chi square    χ2 =(Oi-Ei)2/Ei Yes No Total
Yes 0.5790 1.8337 2.413
No 0.4193 1.3278 1.747
total 0.998 3.161 4.160

chi-square test statistic X2 =4.160

degree of freedom(df) =(rows-1)*(columns-1)= 1
for 1 df and 0.05 level of signifcance critical region       χ2= 3.841

as test statistic is higher than critical value we reject null hypothesis

we have sufficient evidence to conclude that there is a relationship between having death-penalty statutes and having three-strikes laws in place.


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