Q: Can you help me with hypothesis formulation and testing?

Yes, we can help you formulate hypotheses so that they are clear, testable, and relevant to your research problem. We would also help in determining which statistical test is most appropriate for the type of design and variables that will be used. We support you with this:

Formulation of Hypotheses:
Null Hypothesis (H₀): A statement assuming there is no effect or no relationship.
Alternative Hypothesis (H₁): A statement speculating some effect or relationship.
Selecting Test:

• t-test compares two groups.
• ANOVA compares three or more groups.
• Chi-square tests associations on categorical data.
• For regression analyses to predict outcomes.
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Hypothesis Testing: We assist you during data collection, with testing assumptions, and p-value interpretation to help with conclusions.