AUSTRALIA INDONESIA PARTNERSHIP FOR EMERGING INFECTIOUS DISEASES Introduction to data analysis: Case...
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Transcript of AUSTRALIA INDONESIA PARTNERSHIP FOR EMERGING INFECTIOUS DISEASES Introduction to data analysis: Case...
AUSTRALIA INDONESIA PARTNERSHIP FOR EMERGING INFECTIOUS DISEASES
Introduction to data analysis: Case studies with iSIKHNAS data
Day 3Beef self-sufficiency
AUSTRALIA INDONESIA PARTNERSHIP FOR EMERGING INFECTIOUS DISEASES
Introduction to case study 3:Beef self-sufficiency
• Scenario• Question of interest• Limitations to conclusions (deficient data-
time frame short)
AUSTRALIA INDONESIA PARTNERSHIP FOR EMERGING INFECTIOUS DISEASES
Key concepts for hypothesis testing (1)
• Objective and question of interest
AUSTRALIA INDONESIA PARTNERSHIP FOR EMERGING INFECTIOUS DISEASES
Key concepts for hypothesis testing (2)
• Null and alternate hypotheses
AUSTRALIA INDONESIA PARTNERSHIP FOR EMERGING INFECTIOUS DISEASES
Key concepts for hypothesis testing (3)
• Determine an appropriate statistical test• Watch additional PowerPoint on which test to
use.
AUSTRALIA INDONESIA PARTNERSHIP FOR EMERGING INFECTIOUS DISEASES
Key concepts for hypothesis testing (4)
• Calculate a test statistic value
AUSTRALIA INDONESIA PARTNERSHIP FOR EMERGING INFECTIOUS DISEASES
Key concepts for hypothesis testing (5)
• Determine the region of test statistic values where you will reject or retain the null hypothesis
AUSTRALIA INDONESIA PARTNERSHIP FOR EMERGING INFECTIOUS DISEASES
Key concepts for hypothesis testing (6)
• Determine a probability of observing the test statistic if the null hypothesis is true
AUSTRALIA INDONESIA PARTNERSHIP FOR EMERGING INFECTIOUS DISEASES
Key concepts for hypothesis testing (7)
• Reject or retain the null hypothesis
AUSTRALIA INDONESIA PARTNERSHIP FOR EMERGING INFECTIOUS DISEASES
Key concepts for hypothesis testing (8)
• Make inferences about the population of interest i.e. answer your question of interest.
AUSTRALIA INDONESIA PARTNERSHIP FOR EMERGING INFECTIOUS DISEASES
Case study 3: Objective
• Exercise 15
AUSTRALIA INDONESIA PARTNERSHIP FOR EMERGING INFECTIOUS DISEASES
Case study 3: Data management
• Exercise 16
AUSTRALIA INDONESIA PARTNERSHIP FOR EMERGING INFECTIOUS DISEASES
Case study 3: Description of data
• Exercise 17
AUSTRALIA INDONESIA PARTNERSHIP FOR EMERGING INFECTIOUS DISEASES
Case study 3: Hypothesis testing
• Exercise 18• Exercise 19
AUSTRALIA INDONESIA PARTNERSHIP FOR EMERGING INFECTIOUS DISEASES
Summary of case study 3
AUSTRALIA INDONESIA PARTNERSHIP FOR EMERGING INFECTIOUS DISEASES
Conclusions from course
• Importance of data analysis• iSIKHNAS data now available• Steps in data analysis• Consolidate your skills• Advance your skills– Software (e.g. R)– Text books (e.g. R and statistics)
• Extension work with R in Appendix 1
AUSTRALIA INDONESIA PARTNERSHIP FOR EMERGING INFECTIOUS DISEASES
The end of day 3
AUSTRALIA INDONESIA PARTNERSHIP FOR EMERGING INFECTIOUS DISEASES