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Biostatistical Methods PHE 5020 week 1 A-3 Problem 2: Two-Sample Inferences
A two-sample inference deals with dependent and independent inferences. In a two-sample hypothesis testing problem, underlying parameters of two different populations are compared.
In a longitudinal (or follow-up) study, the same group of people is followed over time. Two samples are said to be paired when each data point in the first sample is matched and related to a unique data point in the second sample.
This problem demonstrates inference from two dependent (follow-up) samples using the data from the hypothetical study of new cases of tuberculosis (TB) before and after the vaccination was done in several geographical areas in a country in sub-Saharan Africa. Conclusion about the null hypothesis is to note the difference between samples.
The problem that demonstrates inference from two dependent samples uses hypothetical data from the TB vaccinations and the number of new cases before and after vaccination.
Table 5: Cases of TB in Different Geographical Regions
Geographical regions
Before vaccination
After vaccination
1
85
11
2
77
5
3
110
14
4
65
12
81
10
6
70
7
74
8
84
9
90
95
Using the Minitab statistical analysis program to enter the data and perform the analysis, complete the following:
Write a project proposal on relationship between speed, flow and geometry on single carriageway roads.
Compute the log-odds ratio for each group in Logistic regression model.
Foundations of Logistic Regression
The tubes produced by a machine are defective. If six tubes are inspected at random , determine the probability that.
o This is a linear model. If your model needs a different engine, then you need to rethink your approach to the model. Remember, there are no IF, Max, or MIN statements in linear models.
Plan the analysis
State the hypotheses that you are going to test.
modelise as a markov chain
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Perform simple linear regression
Determining the root causes
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