At YoStatistician Consultancy, we understand that Big Data is more than just nomenclature for the massive increase in the scale of data. ...
At YoStatistician Consultancy, we understand that Big Data is more than just nomenclature for the massive increase in the scale of data.
There has been a paradigm shift in the very nature of data and, thusly, in the very nature of data analytics.
Working with almost every industry and economic sector, YoStatistician Consultancy’s analytics team can harness massive amounts of data that are too complex for conventional estimation methods and perform statistical tests and predictive analyses for your firm, government agency, or non-profit. Our comprehensive and individualized support ensures highly accurate results vis-à-vis your current or potential client base or target audience, market or organizational environment, and/or sociodemographic or political jurisdiction.
YoStatistician Consultancy’s team can harness the vast amounts of new data out there – from social media and online posts, satellites, and corporate financial information, to name a few sources – in economically and strategically meaningful ways that minimize the “white noise” in the application of statistical testing and prediction to decision making in your organization or organizational unit.
Previous projects have focused on machine learning for valid and reliable out-of-sample forecasting and predictability and statistical learning for applied econometrics and financial and market analytics. Other projects have hinged on broad exploratory data science applied to develop an understanding of potential or future markets or target audiences or the potential impacts of future exogenous shocks on the market and geopolitical fluctuations or stability.
Working with almost every industry and economic sector, YoStatistician Consultancy’s analytics team can harness massive amounts of data that are too complex for conventional estimation methods and perform statistical tests and predictive analyses for your firm, government agency, or non-profit. Our comprehensive and individualized support ensures highly accurate results vis-à-vis your current or potential client base or target audience, market or organizational environment, and/or sociodemographic or political jurisdiction.
YoStatistician Consultancy’s team can harness the vast amounts of new data out there – from social media and online posts, satellites, and corporate financial information, to name a few sources – in economically and strategically meaningful ways that minimize the “white noise” in the application of statistical testing and prediction to decision making in your organization or organizational unit.
Previous projects have focused on machine learning for valid and reliable out-of-sample forecasting and predictability and statistical learning for applied econometrics and financial and market analytics. Other projects have hinged on broad exploratory data science applied to develop an understanding of potential or future markets or target audiences or the potential impacts of future exogenous shocks on the market and geopolitical fluctuations or stability.
Regardless of your current needs, our advanced-degree applied statisticians and econometricians can identify the most appropriate data, methodologies and sampling and subsampling strategies with sound scalability for your datasets and research questions.
Our team can also assist with internal model validation for algorithm testing across large datasets and tailor our approach to datasets that are tall (thousands or millions of samples), wide (thousands or millions of variables), or both. Our extensive work with sampling and validity means we can also provide a great deal of guidance and problem-solving for contaminated data.
While it’s become standard across industries to complete statistical analysis for these large-scale projects using R, our statisticians can also work with SPSS, SAS, STATA, Python, and MATLAB, depending on your firm’s software preferences and specific dataset development and data analysis needs.
Whether your dataset requires a subsampling-based method, a divide-and-conquer design, or online updating, our highly experienced statistical consulting team can help you to develop and perform analysis for any of the following methods:
- Bootstrapping
- Leveraging
- Regression tree
- LASSO
- Mean-log likelihood
- Subsampling Markov chain Monte Carlo (MCMC) and parallel MCMC
- Aggregated estimating equations
- Majority voting
- Random forest
- Ensemble
- Screening for ultrahigh dimensions
- Online updating for data streams
Let’s keep it a secret…
Before sharing your materials with us, we will send you our Non-Disclosure Agreement, which guarantees that your work materials and even your identity as a client will never be shared with a third party.
Request Quote: YoStatisticican Consultancy exists to assist research students, research candidates, research institutes, and corporates in statistical analysis, data analysis, data science, data analytics, big data, data management, data mining, market survey, biostatistics, epidemiology, meta-analysis, and much more!
Address: 21 Joe Slovo, Zumaysha House, Durban 4001, South Africa
Landline: 031 305 0010
Mobile | WhatsApp: 067 851 2614
Email: enquiries@yostatistician.com
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