PhD is considered the highest degree in any field, and when you start PhD thesis writing, you have to deal with lots of data. It is not easy to analyze a lot of data through manual means. If you try, there will be a lot of errors and mistakes, which can ruin your data and research. In this situation, PhD dissertation defense and PhD thesis writing are not easy. However, if you do PhD thesis using smartPLS, things will be easy for you. It can be helpful in DBA dissertation as well, as lot of data is involved in DBA research too.

*“Path modeling analysis were never so easy, as SmartPLS has made them now”*

This is a professional statistical tool, which is very handy for the research students in PhD dissertation defense. SmartPLS is the latest software, which is created for the analysis of large data. The data is collected using surveys and other methods, depending upon the nature of research. It can be used to test the hypothesis of your PhD thesis. Basically, it is variance based SEM or structural equation Modelling. It gets its name SmartPLS, as PLS stands for the Partial Least Squares, which is the method used by this software. If you will write SmartPLS PhD dissertation, things will be very easy for you, as you will be able to handle a large data properly and the analysis will be correct as well. You can get smartPLS student version to understand this software.

## Statistical Analysis in SmartPLS – Main Algorithms of Work

If you are planning to start SmartPLS dissertation writing or want to write SmartPLS PhD paper, you need to understand structural equation modeling path analysis. This software is programmed in Java, so it can run on different computer operating systems like mac and windows.

**Let’s have a look at the main algorithms:**

**Partial least squares path modeling:**Statistical analysis in SmartPLS is not possible without understanding this algorithm. This algorithm uses latent variable to calculate the cause and effect relationship. It is very different method when compared with the covariance bases SEM. It is suitable for the composite model instead of common factor models.**Partial least square regression:**This is another algorithm which is integrated in SmartPLS. It uses predicted variables and observable variable to create a linear regression model. It is also known as bilinear factor model and when integrated in smart PLS it makes structural equation modeling path analysis easy.**Principal component analysis:**This is another statistical procedure on which SmartPLS is based. It is used for the conversion of correlated variables into linearly uncorrelated variables. These variables are called principal components, so the algorithm is called principal component analysis.

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So, if you are doing PhD thesis writing using SmartPLS, you are not using a single algorithm, you are using different methods, which are integrated for the perfect analysis of your data.

## Guide on Using SmartPLS for Phd Dissertation Writing

Statistical analysis in SmartPLS is very easy. Here is a little guide on using this software, which will help you in a comprehensive understanding of the SmartPLS, as well as your PhD dissertation defense:

**Use raw data:**Another advantage of SmartPLS is the use of raw data, as the majority of statistical software require preprocessing of data. There is no need to process your data first, rather you can import the data in the software as it is.**Import data:**you can import data in .csv format or .txt format. However, make sure that your variables are in columns and observations are in rows.**Data entry:**In the first row, which is the header of SmartPLS, you can add data in the form of text, in other rows you have to write the numbers only.**No empty cells:**Make sure there are no empty cells, you have to fill them with any number, which you are not using in your data.**Use any format:**You can enter data in any format of your choice, either its USA or UK. SmartPLS identify it automatically.**Verity of data:**SmartPLS can handle verity of data, no matter these are variables, observations, and responses or the group variables. You can analyze all of them with this software.**Easy interpretation of results:**The interpretation of results in also very easy with SmartPLS.

## Writing PhD Thesis Using Smart PLS

Here, check out some useful tips from the expert on writing PhD thesis using SmartPLS:

- Make sure you are entering data properly and there are no empty cells.
- Don’t fill empty cells with your data numbers.
- Read in built documentation to use the smartPLS properly.

## Our Professional Dissertation Writing Service Can Help

Our Professional Dissertation Writing Service can help you with PhD thesis writing using SmartPLS. Yes, it’s true that working with SmartPLS is very easy but interpreting SmartPLS results might be tricky. Particularly when you are doing exploratory factor analysis SmartPLS, things can be difficult for a non-technical person.

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**We have a team of professionals who can help you in a number of ways:**

- Our experts are trained to work on SmartPLS and other similar software. They know the right method of data entry and correct interpretation of results.
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