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project:
type: book
output-dir: docs
bibliography:
- ./references/dataSources.bib
- ./references/RandStatistics.bib
- ./references/RPackages.bib
- ./references/referencesFS.bib
- ./references/referencesIS.bib
- ./references/evaluation.bib
- ./references/machinelearning.bib
- ./references/effortEstimation.bib
- ./references/DefectPrediction.bib
- ./references/SEmetrics.bib
link-citations: true
book:
title: "Data Analysis in Software Engineering using R"
author:
- "Daniel Rodriguez"
- "Javier Dolado"
description: "DASE Data Analysis in Software Engineering"
site-url: "https://danrodgar.github.io/DASE/"
repo-url: "https://github.com/danrodgar/DASE"
chapters:
- index.qmd
- part: "Part I - R Ecosystem"
chapters:
- 110_rIntro.qmd
- 120_intro.qmd
- 130_rmarkdown.qmd
- 140_rnpython.qmd
- 150_rpackages.qmd
- 160_tidyverse.qmd
- 170_ggplot.qmd
- part: "Part II - Data Sources and EDA"
chapters:
- 210_dataSources.qmd
- 220_dataEffortEstimation.qmd
- 230_exploratoryDataAnalysis.qmd
- part: "Part III - Preprocessing"
chapters:
- 310_basicPreprocessing.qmd
- 320_advancedPreprocessingTechniques.qmd
- 330_featureSelectionExample.qmd
- part: "Part IV - Modeling"
chapters:
- 410_basicModelBuildingSupervised.qmd
- 420_regression.qmd
- 430_basicModelBuildingUnsupervised.qmd
- part: "Part V - Evaluation"
chapters:
- 510_evaluation.qmd
- 520_evaluationClassifiers.qmd
- 530_evaluationGraphical.qmd
- 540_evaluationRegression.qmd
- 550_evaluationUnsupervised.qmd
- 560_classicalHypothesisTesting.qmd
- 570_evaluationInSoftEng.qmd
- 580_advancedModelBuilding.qmd
- 590_SSL.qmd
- part: "Part VI - Specialized Topics"
chapters:
- 610_SNAinSE.qmd
- 620_textMiningSE.qmd
- 630_timeSeries.qmd
- part: "Part VII - References"
chapters:
- 990_references.qmd
appendices:
- A01_ISBSGPreprocessing.qmd
format:
html:
theme: cosmo
css:
- style.css
- toc.css
toc: true
number-sections: true
execute:
enabled: true
freeze: auto