Our Experts Have The Tools And Methods To Transform Your Data
The Best Methods And Tools For Your Data
Alphalogic has assisted many clients in finding solutions to their multifaceted business difficulties by using complex statistical modelling methods. Often, firms connect with us because they need solutions to unique issues, which is common for many firms across the country and around the world. Most companies have huge troves of highly valuable data, but they do not have capabilities within their organizations to analyze the data properly.
We are unique in that we specialize in solving problems for businesses by utilizing complex statistical methodologies and data analysis that often require more expertise than most companies have internally. Large and difficult to manage data sets are often a challenge for firms, however, we also specialize in complex methodologies that often are unknown to many companies. We create solutions that are driven by data and based on complex analysis, and we work with a multitude of clients, from small businesses, to government, to huge conglomerates.
Featuring Complex Statistical Methodologies and Data Analysis
Alphalogic’s main area of focus is the development of solid statistical methodologies to provide solutions to business problems, using complex data analysis. Often, companies need answers to a specific question. We first work to fully understand the problem and any data provided for us to find solutions. Considering what kind of data we are provided with, we determine the best statistical methods to use. When there is no data, we work to create methods to collect the necessary data.
When dealing with business problems, often the data will be incomplete, poorly organized, or cumbersome. Alphalogic has the ability to make sense of this difficult data, and we work to both derive meaningful insights from the existing data, and supplement the available data with more data when necessary. We also are often given unclear business problems, and we work to identify the problem statistically, and find the best solutions to them.
In the world of statistics consulting, many consulting firms simply cannot solve the business problem or do not have the methodologies required to handle the data provided. Alphalogic has a wide array of experiences with statistical and numerical methods, including neural nets, bootstrapping, multi-dimensional scaling, Monte Carlo simulations, event history analysis, ARCH/GARCH models, and Thurstone/Shapley analyses.
We are confident and at ease with almost every advanced qualitative methodology, and our adeptness at using these tools in a commercial environment allows us to help with most business problems. Some of our tools include:
- Panel Analysis
- Data Mining
- Regression Analysis
- Survival Analysis
- Bootstrapping and Jackknife Techniques
- Machine Learning and Artificial Intelligence
- Zero-Inflated Count Models
- Neural Nets
- Survey Development
- Reliability Testing of Surveys
- Multivariate Analysis
- Choice Modeling, Maximum Difference Scaling, and Conjoint Analysis
- Structural Equation Modeling, Exploratory Factor Analysis, and Confirmatory Factor
- Nonparametic Methods
- Zero-Inflated Count Models
- R, SAS, Matlab, Stata, MPLUS, LISREL, PASS, EQS, Mathematica, Maple, and SPLUS
- Markov Chain Monte Carlo
- Qualitative Analytical Methods
- Optimization Methods
- Parallel Computing
- Spatial Analysis