We use several statistical software to provide science-based insights into patterns and trends.
Data analysis is a critical process to bridge the gap between the data you hold and the insights you want to obtain. Data analysis ranges from simple statistics and exploratory analyses to complex modelling and hypothesis testing. Our data analysis services will let you understand your data as you never did before.
Summary statistics provide an organized snapshot of your data. However, it will not explain what is going on behind the scenes nor predict how things might change. Presented in tables or simple plots, descriptive statistics will give you a general overview of the information included in your data. Descriptive statistics are ideal when you need to get sense of the data you collected, whether it’s archival, field, survey, or experimental.
Exploratory Data Analysis
Before you start your detailed statistical analysis and modelling, you need to perform exploratory data analysis to explore the relationships between the variables of interest within your data set, to identify patterns and trends that help you understand what is going on. You need to check for missing data and other mistakes and gain maximum insight of underlying structure.
Exploratory data analysis aims at checking your data for outliers or any missing observations, gaining maximum insights of the underlying structure of your data set, revealing a parsimonious model to explain the data, and identifying the most influential variables. We can perform a set of statistical procedures and sophisticated visualization techniques to help you explore your data in an easily-digestible manner.
A set of statistical methods used to estimate the relationship between your variables of interest. It can be used to assess the strength of the relationship between variables or to predict the future relationship between them. Statistical analysis provides a detail insight of your data and help you create clear conclusions and reach intelligent decisions.
At seven statistical consulting, we can help you design your predictive model to identify complex patterns and produce robust predictions. We can also turn your model into actions by creating your variables of interest, running your models, and perform any additional tests required. You can save your time and efforts and focus on producing new research questions and ideas and will take care of coding and executing your statistical software.