Stages of statistical investigation

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Mind Map on Stages of statistical investigation, created by Selena Barcelo on 13/09/2022.
Selena Barcelo
Mind Map by Selena Barcelo, updated more than 1 year ago
Selena Barcelo
Created by Selena Barcelo over 3 years ago
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Resource summary

Stages of statistical investigation
  1. PLAN
    1. Draw up a plan or investigation project setting out the aspects to be addressed, statistical methods and possible solutions when problems are encountered. This stage includes.
      1. Investigation objective
        1. Defines what is the fact or phenomenon to be studied, it must be clear and concise since it's the central point of the investigation.
          1. It's necessary to determine whether the phenomenon can be studied and whether it can be recorded statistically.
          2. Determine quantitative and qualitative aspects.
            1. The investigation object must be delimited, analyzing if it's necessary observing all the characteristics.
        2. Data collection
          1. There are two possible sources of information.
            1. Direct: Data is obtained from the direct observation of an event, that is, the information is obtained at the exact location where the event takes place.
              1. Indirect: The data comes from another event, different from the one it's looking for, and then we deduce the value we want to know.
                1. At the same time, sources of information can be classified in
                  1. Primary source: Data is obtained directly from the investigation, so in this case surveys are used.
                    1. Surveys are questionnaires that allow the answers of the event being investigated to be recorded.
                      1. The interview is also another means of data collection, allowing a greater number of answers to be obtained, however, it represents a high cost, and also requires time to be carried out.
                      2. Secondary source: The data is obtained from institutions that have previously published the information.
                  2. Organization of data
                    1. The previously collected data must be processed, it can be manual, mechanical or computerized, depending on
                      1. Number and questions on the form.
                        1. Time and resources available.
                          1. Programs such as Microstat, SPSS, Minitab and others are used to process data and apply statistical measures.
                          2. From the information which is has been previously recorded, a database is generated then, lists are obtained, which are subsequently reviewed to detect any inconsistencies in the previous stages.
                          3. Analysis and presentation of data
                            1. For this stage, distributions and frequency tables are made, systematizing the information that will later be represented in statistical graphs.
                              1. Such as histogram, bar chart, stem-and-leaf plot, pie chart, among others.
                              2. At this stage, measures are applied that allow a better understanding of the data obtained and therefore set up conclusions.
                                1. Measures such as the statistics that are applied to the characteristics of the units that make up the sample.
                                  1. or the statistical parameters that apply to the characteristics of the population.
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