n=5
mean
μ = 50 + 52 + 49 + 53 + 50 5 = 50.8 \mu = \frac{50+52+49+53+50}{5}=50.8 μ = 5 50 + 52 + 49 + 53 + 50 = 50.8
standard deviation
σ = 1 5 − 1 ( ( 50 − 50.8 ) 2 + ( 52 − 50.8 ) 2 + ( 49 − 50.8 ) 2 + ( 53 − 50.8 ) 2 + ( 50 − 50.8 ) 2 ) = 0.25 ( 0.64 + 1.44 + 3.24 + 4.84 + 0.64 ) = 2.7 = 1.643 C I = ( μ − Z c × σ n , μ + Z c × σ n ) Z c = 1.96 C I = ( 50.8 − 1.96 × 1.643 5 , 50.8 + 1.96 × 1.643 5 ) = ( 50.8 − 1.44 , 50.8 + 1.44 ) \sigma = \sqrt{\frac{1}{5-1}((50-50.8)^2+(52-50.8)^2+(49-50.8)^2+(53-50.8)^2+(50-50.8)^2 )} \\
= \sqrt{0.25(0.64+ 1.44+3.24+4.84+0.64 )} \\
= \sqrt{2.7} \\
= 1.643 \\
CI = (\mu - \frac{Z_c \times \sigma}{\sqrt{n}}, \mu + \frac{Z_c \times \sigma}{\sqrt{n}}) \\
Z_c=1.96 \\
CI = (50.8 - \frac{1.96 \times 1.643}{\sqrt{5}}, 50.8 + \frac{1.96 \times 1.643}{\sqrt{5}}) \\
=(50.8 -1.44, 50.8 + 1.44) σ = 5 − 1 1 (( 50 − 50.8 ) 2 + ( 52 − 50.8 ) 2 + ( 49 − 50.8 ) 2 + ( 53 − 50.8 ) 2 + ( 50 − 50.8 ) 2 ) = 0.25 ( 0.64 + 1.44 + 3.24 + 4.84 + 0.64 ) = 2.7 = 1.643 C I = ( μ − n Z c × σ , μ + n Z c × σ ) Z c = 1.96 C I = ( 50.8 − 5 1.96 × 1.643 , 50.8 + 5 1.96 × 1.643 ) = ( 50.8 − 1.44 , 50.8 + 1.44 )
Lower limit = 49.36
Upper limit = 52.24
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