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Suppose the House of Representatives had a recent vote. The President praised it, saying that everyone involved voted indepen

Suppose the House of Representatives had a recent vote. The President praised it, saying that everyone involved voted indepen

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Answer #1

7.

Given table data is as below
MATRIX col1 col2 col3 TOTALS
row 1 0.44 0.19 0.35 0.98
row 2 0.13 0.5 0.46 1.09
row 3 0.71 0.06 5.93 6.7
TOTALS 1.28 0.75 6.74 N = 8.77
------------------------------------------------------------------

calculation formula for E table matrix
E-TABLE col1 col2 col3
row 1 row1*col1/N row1*col2/N row1*col3/N
row 2 row2*col1/N row2*col2/N row2*col3/N
row 3 row3*col1/N row3*col2/N row3*col3/N
------------------------------------------------------------------

expected frequencies calculated by applying E - table matrix formulae
E-TABLE col1 col2 col3
row 1 0.143 0.084 0.753
row 2 0.159 0.093 0.838
row 3 0.978 0.573 5.149
------------------------------------------------------------------

calculate chisquare test statistic using given observed frequencies, calculated expected frequencies from above
Oi Ei Oi-Ei (Oi-Ei)^2 (Oi-Ei)^2/Ei
0.44 0.143 0.297 0.088 0.615
0.19 0.084 0.106 0.011 0.131
0.35 0.753 -0.403 0.162 0.215
0.13 0.159 -0.029 0.001 0.006
0.5 0.093 0.407 0.166 1.785
0.46 0.838 -0.378 0.143 0.171
0.71 0.978 -0.268 0.072 0.074
0.06 0.573 -0.513 0.263 0.459
5.93 5.149 0.781 0.61 0.118
ᴪ^2 o = 3.574

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set up null vs alternative as
null, Ho: no relation b/w X and Y OR X and Y are independent
alternative, H1: exists a relation b/w X and Y OR X and Y are dependent
level of significance, α = 0.05
from standard normal table, chi square value at right tailed, ᴪ^2 α/2 =9.488
since our test is right tailed,reject Ho when ᴪ^2 o > 9.488
we use test statistic ᴪ^2 o = Σ(Oi-Ei)^2/Ei
from the table , ᴪ^2 o = 3.574
critical value
the value of |ᴪ^2 α| at los 0.05 with d.f (r-1)(c-1)= ( 3 -1 ) * ( 3 - 1 ) = 2 * 2 = 4 is 9.488
we got | ᴪ^2| =3.574 & | ᴪ^2 α | =9.488
make decision
hence value of | ᴪ^2 o | < | ᴪ^2 α | and here we do not reject Ho
ᴪ^2 p_value =0.467


ANSWERS
---------------
null, Ho: no relation b/w X and Y OR X and Y are independent
alternative, H1: exists a relation b/w X and Y OR X and Y are dependent
test statistic: 3.574
critical value: 9.488
p-value:0.467

p value is greater than alpha vale
decision: do not reject Ho

we do not have enough evidence to support the claim that there is association of everyone invoved independent

of party

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