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  1. What Is Quantitative Research? | Definition, Uses & Methods

    • You can use quantitative research methods for descriptive, correlational or experimental research. 1. In descriptive research, you simply seek an overall summary of your study variables. 2. In correlatio… See more

    Quantitative Data Analysis

    Once data is collected, you may need to process it before it can be analyzed. For example, survey and test data may need to be transformed from words to numbers. Then, you … See more

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    Advantages of Quantitative Research

    Quantitative research is often used to standardize data collection and generalize findings. Strengths of this approach include: 1. Replication Repeatingthe study is possible be… See more

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    Disadvantages of Quantitative Research

    Despite the benefits of quantitative research, it is sometimes inadequate in explaining complex research topics. Its limitations include: 1. Superficiality Using precise an… See more

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  2. Quantification methods can be used for descriptive, correlational or experimental research1. The main variants of quantification are2:
    • Binary quantification, corresponding to the case in which there are only two classes.
    • Single-label multiclass quantification, corresponding to the case in which there are multiple classes.
    • Ordinal quantification, corresponding to the single-label multiclass case in which a total order is defined on the set of classes.
    • Regression quantification, a task which stands to standard quantification as regression stands to classification.
    Learn more:
    You can use quantitative research methods for descriptive, correlational or experimental research. In descriptive research, you simply seek an overall summary of your study variables. In correlational research, you investigate relationships between your study variables.
    www.scribbr.com/methodology/quantitative-research/

    The main variants of quantification, according to the characteristics of the set of classes used, are:

    • Binary quantification, corresponding to the case in which there are only ...
    en.wikipedia.org/wiki/Quantification_(machine_lear…
     
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