At the outset, I begin working with you to understand your needs and research objectives,  providing assistance in exploring primary and secondary data sources and identifying and retrieving relevant data elements. Input data in any format is acceptable - tapes, cartridges, floppy disks, CDs, from any operating system using any software; data downloaded from the Internet; even data on paper or forms. Using computer hardware, software and networking technologies, we can develop automated processes for you to import data.

The next stage involves reconciling basic statistics with known parameters and expected values validates data. Any errors, gaps or basic inconsistencies, are resolved with your assistance. All data elements are assembled into a suitable database structure, which is tuned to facilitate data extraction. Supporting documents like E-R diagrams data dictionaries and flow charts are prepared.

With an understanding of your research objectives and data, we then make logical inferences and develop hypotheses. After preliminary assessment, the data is rendered in multiple dimensions for spatial visualization. Sometimes, this gives an insight into latent patterns and trends, and provides novel perspectives.

My speciality is  in applying mathematical and statistical techniques, to test hypotheses and make recommendations using techniques like - univariate & multivariate statistics, linear programming, time series analysis, and modeling and sensitivity analysis.

Your constant feedback gives direction to the study and helps me focus on your needs. Such analysis is investigative and iterative - it ends with satisfactory answers. I can assist you in developing reports in creative formats, so that you and your audience can understand the presentation and make sound business decisions.

Following are some typical applications of my Data Analysis services: