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Skills

  • Anova
  • Data Aggregation
  • Data Warehouse
  • Database Administration
  • Database Design
  • Database Development
  • Experimental Design
  • Hypothesis Testing
  • Linear Regression
  • Logistic Regression
  • Maximum Entropy Methods
  • Microsoft Access
  • Microsoft SQL Server
  • Modeling
  • Multivariate Testing

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Services

  • Database Design Consultation

    $50/hr Starting at $200 Ongoing

    Dedicated Resource

    Standing up a straw-man database at the beginning of your project is easy. Architecting a database from stage zero that will scale and respond to your needs as your project grows -- not as easy. Don't...

    Data AggregationData WarehouseDatabase AdministrationDatabase DesignDatabase Development

  • Experimental Design Consultation

    $75/hr Starting at $300 Ongoing

    Dedicated Resource

    "To call in the statistician after the experiment is done may be no more than asking him to perform a postmortem examination: he may be able to say what the experiment died of." A flawed experimental...

    AnovaExperimental DesignHypothesis TestingLinear RegressionLogistic Regression

About

Relational Data Consultant

More than 17 years of experience in data product development, specializing in data management, relational database architecture, statistical experimental design, inferential analysis, hypothesis testing, simulation coding, data mining, forecasting, and predictive analytics.

Techniques used include linear and logistic regression, Markov chains, generalized models (such as Poisson regression), ANCOVA, cluster analysis, time series analysis/forecasting, anomaly detection, bootstrapping, multivariate simulation, multi-model inference, nested and mixed models, maximum-likelihood estimation, Deming regression, censored regression. Tools and languages used include SQL, Oracle, R, Python, SAS, MySQL, MS SQL Server, MS Excel, MS Access, PERL, PHP, VBA, IBM Cognos.

Work Terms

Flexible hours and payment terms. Pro bono terms may be considered for nonprofit or academic research support.