The table to the right contains observed values and expected values in parenthes
ID: 3338005 • Letter: T
Question
The table to the right contains observed values and expected values in parentheses for two categorical variables, X and Y, where variable X has three categories and variable Y has two categories. Use the table to complete parts (a) and (b) below.
(a) Compute the value of the chi-square test statistic.
chi Subscript 0 Superscript 2=?
(b) Test the hypothesis that X and Y are independent at the
alpha equals 0.05
level of significance.
A.Upper H 0: The Upper Y category and Upper X category are independent.
Upper H 1: The Upper Y category and Upper X category are dependent.
B.Upper H 0: The Upper Y category and Upper X category have equal proportions.
Upper H 1:The proportions are not equal.
C.Upper H 0: The Upper Y category and Upper X category are dependent.
Upper H 1: TheUpper Y category and Upper X category are independent.
D.Upper H 0: mu Subscript x equals Upper E Subscript xand mu Subscript y equals Upper E Subscript y
Upper H 1: mu Subscript x not equals Upper E Subscript xor mu Subscript y not equals Upper E Subscript y
What is the P-value?
P-value=?
Should the null hypothesis be rejected?
A.No, do not reject Upper H 0. There is sufficient evidence at the alpha equals0.05level of significance to conclude that X and Y are dependent because the P-valueless than alpha.
B.No, do not reject Upper H 0. There is not sufficient evidence at the alpha equals0.05level of significance to conclude that X and Y are dependent because the P-valuegreater than alpha.
C.Yes, reject Upper H 0. There is not sufficient evidence at the alpha equals0.05level of significance to conclude that X and Y are dependent because the P-valuegreater than alpha.
D.Yes, reject Upper H 0. There is not sufficient evidence at the alpha equals0.05level of significance to conclude that X and Y are dependent because the P-value less than alpha.
_ X1 X2 X3 Y1 32 (33.33) 44 (45.83) 49 (45.83) Y2 16 (14.67) 22 (20.17) 17 (20.17)Explanation / Answer
solutionA:
chisq=1.13
A.Upper H 0: The Upper Y category and Upper X category are independent.
Upper H 1: The Upper Y category and Upper X category are dependent.
Df=(r-1)(c-1)
=(2-1)(3-1)
r is no of rows c is no of columns
=1.2
df =2
alpha=0.05
p=0.5682
p>0.05
Fail to reject Null hypothesis
Accept Null hypothesis.
B.No, do not reject Upper H 0. There is not sufficient evidence at the alpha equals0.05level of significance to conclude that X and Y are dependent because the P-valuegreater than alpha
O E O-E (O-E)^2 (O-E)^2/E 32 33.33 -1.33 1.7689 0.053072 44 45.83 -1.83 3.3489 0.073072 49 45.83 3.17 10.0489 0.219265 16 14.67 1.33 1.7689 0.120579 22 20.17 1.83 3.3489 0.166034 17 20.17 -3.17 10.0489 0.49821 CHISQSTATISTIC 1.130233Related Questions
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