Data analytics as a service
In depth analysis of your life- and medical science project results
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Molecular biology data, microarray or sequencing project. Data normalization, differential gene expression, enrichement/perturbarion analysis: GO, transcription factor and signaling pathways
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Descriptive statistics, hypothesis testing
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Predictive modeling: linear models, generalized linear models. Model QC
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Survival analysis
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Data clustering, principal component analysis and multi-dimensional scaling
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Machine learning
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Sample size estimation
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Data mining: articles, databases and repositories (NCBI, GEO, ArrayExpress, GDI, GitHub, Dryad)
Development of analysis and reporting pipelines with R
- Development of customized data analysis pipelines in R/tidyverse for your clinical or pre-clinical project
- Astonishing visualizations with ggplot, grid and plotly
- Reporting via Rmarkdown: html, pdf, Word file or a presentation
- Shiny application development
- Development and sharing of R based tools (visit me at GitHub!)
Manuscript and scientific graphic services
- Preparation of study protocols and documents (ethic board applications and reports)
- Writing of manuscripts and grant applications
- Plotting and editing graphics
- Complete services: from study protocol to result publication
Design, consultacy and training
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Statistically guided study and experiment design
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Implementation of new data analysi methods at your study center
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Training of the staff: statistical programming with R and Python, general statistics classess
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Development of project-specific tools: web-based applications and dashboards, R and Python scripts/executables
Development of analysis and reporting pipelines with R
- Development of customized data analysis pipelines in R/tidyverse for your clinical or pre-clinical project
- Astonishing visualizations with ggplot, grid and plotly
- Reporting via Rmarkdown: html, pdf, Word file or a presentation
- Shiny application development
- Development and sharing of R based tools (visit me at GitHub!)
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