The owner of a speciality coffee shop wants to study coffee purchasing habits of customers at her shop. She selected a random sample of 60 customers during a certain week, with the following results: • The amount Spent was X ¯ = $ 7.25 , S = $1 .75 . • Thirty-one customers say they “definitely willâ€� recommend the specialty coffee shop to family and friends. a. At the 0.05 level of significance, is there evidence that the population mean amount spent was different from $ 6.50 ? b. Determine the p -value in (a). c. At the 0.05 level of significance, is there evidence that more than 50 % of all the customers say they “definitely willâ€� recommend the speciality coffee shop to family and friends? d. What is your answer to (a) if the sample mean equals $ 6.25 ? e. What is your answer to (c) if 398 customers say that “definitely willâ€� recommend the speciality coffee shop to family and friends?
The owner of a speciality coffee shop wants to study coffee purchasing habits of customers at her shop. She selected a random sample of 60 customers during a certain week, with the following results: • The amount Spent was X ¯ = $ 7.25 , S = $1 .75 . • Thirty-one customers say they “definitely willâ€� recommend the specialty coffee shop to family and friends. a. At the 0.05 level of significance, is there evidence that the population mean amount spent was different from $ 6.50 ? b. Determine the p -value in (a). c. At the 0.05 level of significance, is there evidence that more than 50 % of all the customers say they “definitely willâ€� recommend the speciality coffee shop to family and friends? d. What is your answer to (a) if the sample mean equals $ 6.25 ? e. What is your answer to (c) if 398 customers say that “definitely willâ€� recommend the speciality coffee shop to family and friends?
Solution Summary: The author explains how to determine whether the population mean amount spent is different from 6.50. The sample size is 60 and the level of significance is 0.05.
The owner of a speciality coffee shop wants to study coffee purchasing habits of customers at her shop. She selected a random sample of 60 customers during a certain week, with the following results:
•
The amount Spent was
X
¯
=
$
7.25
,
S
=
$1
.75
.
•
Thirty-one customers say they “definitely will� recommend the specialty coffee shop to family and friends.
a. At the 0.05 level of significance, is there evidence that the population mean amount spent was different from
$
6.50
?
b. Determine the p-value in (a).
c. At the 0.05 level of significance, is there evidence that more than
50
%
of all the customers say they “definitely will� recommend the speciality coffee shop to family and friends?
d. What is your answer to (a) if the sample mean equals
$
6.25
?
e. What is your answer to (c) if 398 customers say that “definitely will� recommend the speciality coffee shop to family and friends?
Definition Definition Number of subjects or observations included in a study. A large sample size typically provides more reliable results and better representation of the population. As sample size and width of confidence interval are inversely related, if the sample size is increased, the width of the confidence interval decreases.
Please could you explain why 0.5 was added to each upper limpit of the intervals.Thanks
28. (a) Under what conditions do we say that two random variables X and Y are
independent?
(b) Demonstrate that if X and Y are independent, then it follows that E(XY) =
E(X)E(Y);
(e) Show by a counter example that the converse of (ii) is not necessarily true.
1. Let X and Y be random variables and suppose that A = F. Prove that
Z XI(A)+YI(A) is a random variable.
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Hypothesis Testing - Solving Problems With Proportions; Author: The Organic Chemistry Tutor;https://www.youtube.com/watch?v=76VruarGn2Q;License: Standard YouTube License, CC-BY
Hypothesis Testing and Confidence Intervals (FRM Part 1 – Book 2 – Chapter 5); Author: Analystprep;https://www.youtube.com/watch?v=vth3yZIUlGQ;License: Standard YouTube License, CC-BY