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What are the advantages and disadvantages transforming of countinus data into either discrete or ordinal data?
Transforming continuous data into discrete or ordinal data can simplify analysis and interpretation, making it easier to identify patterns or trends. However, this transformation can lead to a loss of information and granularity, potentially obscuring important variations within the data. Additionally, discretization may introduce bias and affect the results of statistical analyses, as it can distort the underlying relationships present in the continuous dataset. Therefore, careful consideration is needed to balance the benefits of simplification with the risks of losing critical information.
Is manufacturing a discrete or continuous?
Some manufacturing is discrete, some continuous.
What type of variable continuous discrete or categorical is years of experience?
continuous discrete
Is asthma a discrete or continuous variable?
discrete
Is gender discrete or continuous variation?
discrete
What are the advantages and disadvantages transforming of countinus data into either discrete or ordinal data?
Transforming continuous data into discrete or ordinal data can simplify analysis and interpretation, making it easier to identify patterns or trends. However, this transformation can lead to a loss of information and granularity, potentially obscuring important variations within the data. Additionally, discretization may introduce bias and affect the results of statistical analyses, as it can distort the underlying relationships present in the continuous dataset. Therefore, careful consideration is needed to balance the benefits of simplification with the risks of losing critical information.
Is manufacturing a discrete or continuous?
Some manufacturing is discrete, some continuous.
Ocean depth is a continuous or discrete variable?
ocean depth is a continuous or discrete variable?
What type of variable continuous discrete or categorical is years of experience?
continuous discrete
Is length discrete or continuous?
Continuous.
Is pH discrete or continuous?
Continuous
Is depth continuous or discrete?
Continuous
Is gender discrete or continuous variation?
discrete
Is asthma a discrete or continuous variable?
discrete
Is education level discrete or continuous?
discrete
Brand of toothpaste discrete or continuous?
Discrete.
Is price discrete or continuous?
continuous because discrete data involve a count of items
