Data Science Services

HOW DO YOU EMPOWER DATA?

At Traverse, we use statistics to empower your science.

Our Services

Statistically-Driven Experimental Design

We come in during the beginning stage of your project or trial and help design your experiments using the rigorous statistical design of experiments (DOE) approach.

DOE is an efficient procedure for planning experiments so that the data obtained can be analyzed to yield a valid and objective conclusion. DOE begins with determining the objectives of an experiment and selecting the process factors for the study. We will make sure you’re properly powered and collecting the data in a manner that will allow for robust statistics when you get to the other side.

Statistical Analyses

We can come in at the end to wrangle your data and perform accurate statistical analyses.

Data Wrangling

Data has become more diverse and unstructured, demanding increased time spent cleaning and organizing data ahead of a broader analysis. With data informing just about every business decision, users have less time to wait on technical resources for prepared data.

We clean, structure, and deepen your raw data into the desired format for better decision making in less time.

Structuring: Raw data comes in many shapes and sizes; it is essential to organize the data consistently to make it easier for computation and analysis
Cleaning: Errors and outliers in your data? We clean it to provide an increase in data quality.
Deepening: We model and strategize about your data and ways to augment the findings. We ask whether particular metadata can enhance better decision making about the current data or whether more information needs to be collected.
Publishing: Once the wrangling state is completed, we prepare the data for use further downstream. Whether by your scientists or statistician or for us to further model your data.

Visualization

Analyses & Insight

Statistical Fact Checking

Unfortunately, sometimes we find that the statistics performed during a project are not necessarily up-to-par. We can help by reviewing these statistical methods and providing feedback on the validity, or we can go ahead and fix them up for you so no reviewer will ever question your results. How do we prove it? By providing every line of code that we will use on your data, so that you know what happened and what decisions were made at every step of the way.

Working With Traverse

Our Process

The first thing you can expect is an initial meeting to familiarize ourselves with your work.

We want to understand what motivates your study and what you are hoping to get out of your data – this way, we can tailor the perfect deliverable, timeline, and price that exceeds what you are looking for.

Once we thoroughly understand your project and vision, we create a statement of work entailing what we propose to do, the methods that will be utilized, the deliverables, and the total cost.

Our Passion

As a team of diverse and interdisciplinary scientists, we live and breathe data. Our expertise in nutrition, health, neuroscience, and statistics not only allows us to grasp the big picture, but to perform the rigorous and repeatable statistical modeling to back it up. We’ve dealt with everything from ANOVAs to proteomics and all that’s in-between, so we look forward to many types of challenging datasets.

Whatever stage you need help with, feel confident that we will provide you with reproducible code, documentation, and reports that fit your needs.

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