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Reliable method among ANOVA, MANOVA and T-test

5 years ago in Data Analysis By Pradeep Sharma

Data Analysis Hypothesis

I want to conduct data analysis. Which method is more reliable? ANOVA, MANOVA or T-test? Quick response is appreciated.

All Answers (5 Answers In All)

By Latesha Abendroth Answered 5 years ago

Pradeep, depending on your study you have to use data analysis methods. As far as I know ANOVA is used to compare groups, events, or processes, and to find the difference between them.

By Rekha Bajaj Answered 5 years ago

Mayur, T-test is not used to compare data of random variables. It is used to determine the difference between the two sample types. It also lets you find the difference in the interest of two kinds of groups. To compare data of random variable whose value is unknown, MANOVA method is used. MANOVA approach can also be used to analyse different types of population and the factors that can affect their choices.

By Rohini Singh Answered 5 years ago

Pradeep, if you are uncertain about the right approach to be used, just take help from statisticians. Professional statisticians will be aware of all the methods and which approach would be suitable for your study. I know a few organisations who have well qualified statisticians. https://www.chanakya-research.com/,https://www.geoffandfrancis.co.uk/

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