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The two main types of statistical analysis and methodologies are descriptive and inferential. However, there are other types that also deal with many aspects of data including data collection, prediction, and planning.
Two types of statistical methods are used in analyzing data: descriptive statistics and inferential statistics. Descriptive statistics are used to synopsize data from a sample exercising the mean or standard deviation. Inferential statistics are used when data is viewed as a subclass of a specific population.
The two main branches of statistics are descriptive statistics and inferential statistics. Both of these are employed in scientific analysis of data and both are equally important for the student of statistics.
Statistical Models. Statistical models use mathematical equations to encode information extracted from the data. In some cases, statistical modeling techniques can provide adequate models very quickly. Logistic regression is a statistical technique for classifying records based on values of input fields.
Statistical treatment of data greatly depends on the kind of experiment and the desired result from the experiment. For example, in a survey regarding the election of a Mayor, parameters like age, gender, occupation, etc. would be important in influencing the person's decision to vote for a particular candidate.
The term statistical treatment is a catch-all term which means to apply any statistical method to your data. Treatments are divided into two groups: descriptive statistics, which summarize your data as a graph or summary statistic and inferential statistics, which make predictions and test hypotheses about your data.
Statistical treatment of data greatly depends on the kind of experiment and the desired result from the experiment. For example, in a survey regarding the election of a Mayor, parameters like age, gender, occupation, etc. would be important in influencing the person's decision to vote for a particular candidate.
TREATMENT OF DATA. In the Treatment of Data section, basically you need to explain what you will do with all the data collected. Usually, data are gathered, scored using some kind of coding, tallied and statistically analyzed. Confidentiality and integrity of the data must be carefully guarded.
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