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One of the most popular and effective multidimensional statistical approaches is regression analysis. It postulates the nature and extent of significant relationships between the variables in a data set. Once you understand how to apply regression, you can identify and determine the relationship between two or more variables. Regression methods help researchers make inferences and forecast future outcomes and behaviours. For example, sales forecasts and weather forecasts depend upon the regression analysis. However, there are some common mistakes that every statistician mistakes in regression methods. These mistakes compromise the validity of the results and lead to incorrect inferences and predictions. This article will tell you about the eight mistakes that every statistician makes in regression analysis.

The first and most important step in dissertation research is selecting the right research method. In this way, you identify the research question and the purpose of your study. When you identify, the next step is to consider which method is appropriate for your dissertation research work. There are 3 methods for your dissertation research: quantitative, qualitative, and mixed-method. The most effective of all of these is the mixed method approach. Through this method, you can use both kinds of data that are: quantitative and qualitative, in your research work.

Exploratory data analysis is very commonly used among data scientist and researchers. It is because it can allow you to get deep insights from a particular dataset. In this way, a data scientist can draw a particular outcome from a dataset with the help of the EDA process. However, it is a very difficult process. Thus, you need to know an effective method before doing this analysis. This article will give you the best method to do an exploratory data analysis.

Writing a research paper is mostly practised in Microsoft Word. The novel writers may not have an idea that there are some software that can facilitate them in writing an effective research paper. LaTeX is one of the document preparation systems besides Microsoft Word for some particular writing tasks. You may have noticed that it is challenging to write the mathematical expression in Microsoft Word.

Data analysis is a practice that aims to make effective decisions after getting in-depth information related to any problem. The process of data analysis includes data collection, modelling and analysis. There are different methods of data analysis based on the type of research. The selection of a particular type of data analysis method is made based on the purpose of investigation. For example, the method of data analysis used for qualitative research is different from quantitative research. The methods used for quantitative research do not work well in qualitative research. Furthermore, the procedure of data analysis also has different steps that assist in finding the best results. As per its importance, this article aims to discuss different methods and procedure of data analysis in detail.

While working on a study, students often get confused in deciding whether they should write the context or background for their study. It is because they do not know the meaning of these terms and their differences. Because of this, they are unable to use them effectively. If you are facing the same thing, you do not worry about it because it is a common problem among students. However, you do not know about the similar and different aspects of context and background of study. It is because these two things are essential to attract readers to your research topic. This article will help you to understand the meaning and purpose of the context and background of study. Moreover, it will explain all the similarities and differences between them so that you will be able to use them perfectly in your study.

The internet is full of biased, unreliable, fake, and incorrect news. Biases have now become common in social media. You need to identify the accurate information at the PhD level and ignore the fake or biased for your PhD thesis. It is one of the toughest tasks in the last year of your PhD. Writing a thesis for doctoral students takes about 8-12 months. You need to work hard and make a lot of effort to complete your PhD thesis. During this period, it is necessary that you have to use reliable news articles to get authentic and effective information.