Telling Stories with Data

Telling Stories with Data portes grátis

Telling Stories with Data

With Applications in R

Alexander, Rohan

Taylor & Francis Ltd

07/2023

598

Dura

Inglês

9781032134772

15 a 20 dias

453

Descrição não disponível.
1. Telling stories with data 2. Drinking from a fire hose 3. Reproducible workflows Part 1. Foundations 4. Writing research 5. Static communication Part 2. Communication 6. Farm data 7. Gather data 8. Hunt data Part 3. Acquisition 9. Clean and prepare 10. Store and share Part 4. Preparation 11. Exploratory data analysis 12. Linear models 13. Generalized linear models 14. Causality from observational data 15. Multilevel regression with post-stratification 16. Text as data 17. Concluding remarks
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quantitative research methods;ethical data practices;reproducible analysis workflow;observational study design;statistical inference techniques;cloud-based model deployment;communicating statistical findings