When carrying out dissertation statistical analyses, many students feel that they have opened up a Pandora’s Box.Some of the common issues that cause such frustration in the dissertation statistical analyses include a poorly developed methodology or even an inadequately designed research framework. In this article, we understood the different types of statistical analysis methods. The pitfalls are many, however. Statistics can be used, intentionally or unintentionally, to reach faulty … The definition of what is meant by statistics and statistical analysis has changed considerably over the last few decades. There is a vast career in this field. Here are two contrasting definitions of what statistics is, from eminent professors in the field, some 60+ years apart: "Statistics is the branch of scientific method … There is a wide range of possible techniques that you can use. Businesses from hotels, clothing designs, music stores, vendors, marketing and even politics … It’s now time to carry out some statistical analysis to make sense of, and draw some inferences from, your data. Beware the Pitfalls. But if the foundation of your research is completed logical, then statistical analysis … All students of science need to understand and be able to employ statistical analysis. Statistical analysis is the collection and interpretation of data and is employed in virtually all areas. This page provides a brief …