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  2. Data analysis - Wikipedia

    en.wikipedia.org/wiki/Data_analysis

    Data analysis is the process of inspecting, cleansing, ... outlying observations in the data are analyzed to see if they seem to disturb the distribution.

  3. Observational study - Wikipedia

    en.wikipedia.org/wiki/Observational_study

    Cross-sectional study: involves data collection from a population, or a representative subset, at one specific point in time. Longitudinal study: correlational research study that involves repeated observations of the same variables over long periods of time. Cohort study and Panel study are particular forms of longitudinal study.

  4. Observational techniques - Wikipedia

    en.wikipedia.org/wiki/Observational_techniques

    Observational research is a method of data collection that has become associated with qualitative research. [1] Compared with quantitative research and experimental research, observational research tends to be less reliable but often more valid [citation needed]. The main advantage of observational research is flexibility.

  5. Influential observation - Wikipedia

    en.wikipedia.org/wiki/Influential_observation

    In statistics, an influential observation is an observation for a statistical calculation whose deletion from the dataset would noticeably change the result of the calculation. [1] In particular, in regression analysis an influential observation is one whose deletion has a large effect on the parameter estimates.

  6. Netnography - Wikipedia

    en.wikipedia.org/wiki/Netnography

    Observe the selected online communities in a non-participatory, non-biased manner. The researcher will then need to retrieve data from people's communication and data from personal observation. Data analysis. Analyze data with automated software and manual methods in order to uncover patterns from the data analyses. Research ethics.

  7. Unit of observation - Wikipedia

    en.wikipedia.org/wiki/Unit_of_observation

    The unit of observation should not be confused with the unit of analysis.A study may have a differing unit of observation and unit of analysis: for example, in community research, the research design may collect data at the individual level of observation but the level of analysis might be at the neighborhood level, drawing conclusions on neighborhood characteristics from data collected from ...

  8. Field research - Wikipedia

    en.wikipedia.org/wiki/Field_research

    In qualitative research, there are many ways of analyzing data gathered in the field. One of the two most common methods of data analysis are thematic analysis and narrative analysis. As mentioned before, the type of analysis a researcher decides to use depends on the research question asked, the researcher's field, and the researcher's ...

  9. Data assimilation - Wikipedia

    en.wikipedia.org/wiki/Data_assimilation

    Data assimilation refers to a large group of methods that update information from numerical computer models with information from observations. Data assimilation is used to update model states, model trajectories over time, model parameters, and combinations thereof.