Setup: Calculate the theoretical probability of each number of lesions for each group using each distribution. Make a table containing the observed and expected data from each group. Hint: the table should have 7 columns - 3 for each group and one for the number of lesions. You should then have two plots, each with a histogram and two lines on it. Calculation: Calculate the chi-square values as necessary to assess which distribution best fits each data set. Interpretation: Decide which distribution better fits each group.

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Number of
Number of patients
lesions Cholestyramine group Placebo group
64GAONTO
3
5
7
8
>10
Total
5
4
6
5
7
8
4649 00
6
7
2
60
2
4
6
697524
8
57
You have a choice between Poisson and negative binomial distributions,
as possible models for the number of lesions in the cholestyramine
group. Using the x²-test check which distribution better fits the data
(e.g., results in smaller chi-square statistic).
For the negative binomial use r=4 and p = 0.44, and for the Poisson use
λ = 4.6.
Transcribed Image Text:Number of Number of patients lesions Cholestyramine group Placebo group 64GAONTO 3 5 7 8 >10 Total 5 4 6 5 7 8 4649 00 6 7 2 60 2 4 6 697524 8 57 You have a choice between Poisson and negative binomial distributions, as possible models for the number of lesions in the cholestyramine group. Using the x²-test check which distribution better fits the data (e.g., results in smaller chi-square statistic). For the negative binomial use r=4 and p = 0.44, and for the Poisson use λ = 4.6.
Setup: Calculate the theoretical probability of each number of lesions for each group using
each distribution. Make a table containing the observed and expected data from each group. Hint:
the table should have 7 columns - 3 for each group and one for the number of lesions. You
should then have two plots, each with a histogram and two lines on it.
Calculation: Calculate the chi-square values as necessary to assess which distribution best
fits each data set.
Interpretation: Decide which distribution better fits each group.
Transcribed Image Text:Setup: Calculate the theoretical probability of each number of lesions for each group using each distribution. Make a table containing the observed and expected data from each group. Hint: the table should have 7 columns - 3 for each group and one for the number of lesions. You should then have two plots, each with a histogram and two lines on it. Calculation: Calculate the chi-square values as necessary to assess which distribution best fits each data set. Interpretation: Decide which distribution better fits each group.
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