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Chapter 5 · Data Analysis: A Concise Overview of Statistical Techniques · Slide 198/274

Hypothesis Testing

Step 4 · Comparison

5.2.1 · Hypothesis TestingStep 4 · Comparison

Hypothesis Testing


Step 4 · Formulating the decision rule
Critical values of χ² for various significance levels α
df0.990.9750.950.900.100.050.0250.01
10.0010.0040.0162.7063.8415.0246.635
20.0200.0510.1030.2114.6055.9917.3789.210
30.1150.2160.3520.5846.2517.8159.34811.345
40.2970.4840.7111.0647.7799.48811.14313.277
50.5540.8311.1451.6109.23611.07112.83315.086
60.8721.2371.6352.20410.64512.59214.44916.812
71.2391.6902.1672.83312.01714.06716.01318.475
81.6462.1802.7333.49013.36215.50717.53520.090
92.0882.7003.3254.16814.68416.91919.02321.666
102.5583.2473.9404.86515.98718.30720.48323.209
df = (r−1)(c−1)
df — degrees of freedom
r — number of rows
c — number of columns
df = (2−1)(2−1) = 1
If the probability of TScal < (α), then reject H₀.
or
If TScal > TScr, then reject H₀.
χ²cal = 3.333
χ²cr = 3.841
3.333 < 3.841 ⟹ χ²cal < χ²cr
H₀ CANNOT be rejected
QUESTIONSTAR · Dr. Paul Marx198 / 274
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