In: Statistics and Probability
With the rise of stock market, an investment advisor believes that the percentage of investors who are risk–taking (i.e., trying to take risk in their investment decisions) is greater than 80%. A survey of 115 investors found that 95 of them were risk-taking. Formulate and test the appropriate hypotheses to determine whether his belief can be confirmed (significance level of 5%).
please show work on excel!!!
null Hypothesis: Ho: p | = | 0.800 | |
alternate Hypothesis: Ha: p | > | 0.800 | |
for 0.05 level with right tailed test , critical z= | 1.645 #(use normsinv(0.95) function of excel) | ||
Decision rule : reject Ho if test statistic z > 1.645 |
sample success x = | 95 | |
sample size n = | 115 | |
std error se =√(p*(1-p)/n) = sqrt(0.8*0.2/115)= | 0.0373 | |
sample proportion p̂ = x/n=95/115= | 0.8261 | |
test stat z =(p̂-p)/√(p(1-p)/n)=(0.8261-0.80)/0.0373= | 0.700 | |
p value = | 0.2420 # use 1-normsdist(0.70) function of excel( |
since p value is greater than 0.05 level, we fail to reject null hypothesis
we do not have sufficient evidence at 0.05 level to conclude that percentage of investors who are risk–taking (i.e., trying to take risk in their investment decisions) is greater than 80%.