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Assume we have a group of 10 rats daily injected with 50 µg Pb/kg b. wt. At the end of experiment, the Pb concentrations in the liver and kidney were measured and tabulated as mean ± standard error in the following table: Pb contentMeanStandard error liver (µg/g dry tissue) kidney (µg/g dry tissue) 60 80 0.2 0.8 Is there any significant difference between the liver and kidneys in the levels of accumulated Pb at confidence level 95%? Revision
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2 So we want to test the null hypothesis H 0 : σ 2 2 = σ 1 2 against the alternate hypothesis H A : σ 2 2 ≠ σ 1 2 (2-tailed) Solution: F 0.025 (9,9) = 4.03 d.f.= 10 – 1 = 9 In this case, F calc (17.78) > F tabulated (4.03), so we reject H 0 that the two standard deviations are unequal, so P < 0.05
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Does the type of diet significantly affected the body weight of mice at confidence levels of 95% and 99 %? Three diets (I, II, III) for mice were tested for differences in body weight (in grams) after a specified period of time. The results are recorded in the following table: DietBody weight (g) I20302030 II10203010 III50405030 Compare between group I and II.
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Solution DietBody weight (g)meansizeS I203020302545 II1020301017.548.29 III5040503042.547.98
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SourceSSdfMSFP Between (Factor) SSBdf B MS B MS B /MS W Within (Error) SSWdf W MS W TotalSST
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df B = h-1= 3-1= 2 MS B = SS B /df B = 658.33
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df W = N-h= 12-3= 9 MS W = SS W /df W = 52.5
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SourceSSdfMSF Cal P Between (Factor) 1316.662658.3312.54<0.01 Within (Error) 472.5952.5 Total 1789.1611 F 0.05 (2, 9)= 4.26 F 0.01 (2, 9)= 8.02
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f-distribution Table
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Tukey’s HSD (Honestly significance difference) Post-hoc test The critical value for comparison between two averages Sample size /group Number of groups = number of means Total number of Samples Critical q value (tabulated)tabulated
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Tukey’s HSD (Honestly significance difference) Post-hoc test Q= 3.95 (3.62)=14.31
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N (total sample size)- g (number of groups) g (3) 12 – 3= 9
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The data below represent the levels of blood glucose before and after injection with a certain herbal extract. Experimental conditionsBlood glucose levels (mg/dl) Before2, 3, 3, 2, 4, 2 after9, 8, 9, 8, 8, 7 Did the herbal extract cause increased blood glucose levels??
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After (X 2 ) 0 0 3 20 0 0 Before (X1)After (X 2 ) 29 38 39 28 48 27 D -7 -5 -6 -4 -5 D2D2 49 25 36 16 25 d.f. = n - 1 -33187 t tabulated at d.f. 5 = 2.015 t Cal (12.84) > t tabulated (2.015) Significant, P<0.05
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In an experiment to study the effect of pH value on the hepatic Cd content, the data below were recorded. Test the claim that Cd content at pH 8 is significantly higher than at pH 5? pHHepatic Cd content (mg /kg b. wt.) 54, 8, 8, 30, 10, 12, 12 84, 7, 10, 11, 14, 16,16, 21, 23, 25, 26
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pH5 (X 1 )pH8 (X 2 ) 44 87 810 3011 1014 1216 1216 21 23 25 26 (X 1 ) 2 16 64 900 100 144 (X 2 ) 2 16 49 100 121 196 256 441 529 625 676 8417314323265 17 d.f. = n 1 + n 2 - 2 = 7+11 -2= 16
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t tabulated at d.f. (7+11-2) = 1.746 t Cal (1.001) < t tabulated (1.746) Insignificant, P>0.05
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t-distribution Table
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