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In a normally distributed data, the mean and median values will coincide. Descriptive statistics can also indicate whether the data follows normal distribution. For example, if there is a large range between the maximum and minimum and there is a high value of the standard deviation and high kurtosis, it is very likely that the data contains outliers. Research also need descriptive statistics in order to make early detection of potential outliers. These statistics are used to characterise a data set so that it can be easily understood and interpreted in statistical analysis. These statistics usually include the maximum and minimum value, standard deviation, variance, range, skewness and kurtosis and central tendency indicators such as the mean, median and mode. Statistical Methods of Data Analysis in SPSS, Stata and Eviews Descriptive and Graphical Analysisĭescriptive statistics are summary statistics that describe features of data such as its central tendency and variance. The list below provides examples of quantitative methods of data analysis with statistical software.
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These include quantitative and qualitative methods. However, there are different methods by which data analysis can be done. Without data analysis, a dissertation will not receive a pass mark. What is the Purpose of Dissertation Data Analysis?ĭata analysis is used in dissertations and reports to test hypotheses, evaluate relationships between variables and to examine dynamics of variables and their patterns. Below is just a brief sample of statistical methods of data analysis we offer. Our team of professional UK writers is experienced with most statistical software including SPSS, Stata, Eviews, R-studio, Minitab and Matlab, among others. In addition to our dissertation writing services, we also offer statistical analysis of data. Our data collection services are designed to serve students and help them collect the data for their dissertation.
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Other data is available for free but it must be aggregated from multiple sources, which are not easy to find. Some data is only available through subscription to paid services such as Thomson One Banker, Compustat, Fame, or Bloomberg.
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When writing a dissertation, students are often faced with a question where to get the data and how to analyse it. Overview of Data Collection and Analysis Services