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Books meta updates (#287)
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Co-authored-by: cderv <[email protected]>
Co-authored-by: Christophe Dervieux <[email protected]>
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git_restore("content/archive/internal/sengokucolaingoo-cbook.md")
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date: ""
tags: [Advanced R, R Programming]
link: "https://adv-r.hadley.nz/"
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Expand Up @@ -3,7 +3,7 @@ title: "Statistical Tools for Causal Inference"
author: "Sylvain Chabé-Ferret"
date: "2024-03-21"
link: "https://chabefer.github.io/STCI/"
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Expand Up @@ -4,7 +4,7 @@ author: "Ryan A. Estrellado, Emily A. Bovee, Jesse Mostipak, Joshua M. Rosenberg
date: ""
tags: [Data Science, Education]
link: "https://datascienceineducation.com/"
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cover: "https://datascienceineducation.com/dsieur-cover-routledge.jpg"
repo: "data-edu/data-science-in-education"
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title: "edav.info, 2nd edition"
author: "Joyce Robbins"
date: "2024-03-23"
date: "2024-03-30"
tags: [Exploratory Data Analysis, Visualization, Course]
link: "https://edav.info/"
length_weight: "4.3%"
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Expand Up @@ -3,7 +3,7 @@ title: "R para los científicos"
author: "François Rebaudo"
date: "2021-07-15"
link: "https://myrbooksp.netlify.com/"
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cover: "https://myrbooksp.netlify.com/myFigures/cover.png"
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title: "R Graphics Cookbook, 2nd edition"
author: "Winston Chang"
date: "2024-03-27"
date: "2024-04-03"
tags: [Guide]
link: "https://r-graphics.org/"
length_weight: "7.5%"
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date: ""
tags: [Package]
link: "https://r-pkgs.org/"
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date: ""
tags: [Data Science]
link: "https://r4ds.had.co.nz/"
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title: "Coding Your Future: A Guidebook for Students"
author: "Duncan Hull and illustrated by Bryan Mathers. The text of this guidebook is licensed CC-BY-NC-ND see cdyf.me/#license and was last updated on 27 March, 2024, Duncan Hull and Bryan Mathers"
author: "Duncan Hull and illustrated by Bryan Mathers. The text of this guidebook is licensed CC-BY-NC-ND see cdyf.me/#license and was last updated on 28 March, 2024, Duncan Hull and Bryan Mathers"
date: ""
tags: [Guide]
link: "https://www.cdyf.me/"
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11 changes: 11 additions & 0 deletions content/archive/internal/asa12138-iphylo-tutorial.md
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title: "iPhylo Tutorial"
author: "Chen Peng and Yueer Li"
date: "2024-02-22T03:34:02Z"
tags: [Tutorial]
link: "https://bookdown.org/Asa12138/iphylo_tutorial/"
length_weight: "5%"
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This is a tutorial for the iPhylo website. [...] We present the iPhylo suite (https://www.iphylo.net/), a comprehensive, automated, and interactive platform for biological and chemical taxonomic analysis. Please cite iPhlyo if it helps your research: Yueer Li#, Chen Peng#, Fei Chi, Zinuo Huang, Mengyi Yuan, Chao Jiang* (2023). The iPhylo suite: an interactive platform for building and annotating biological and chemical taxonomic ...
12 changes: 12 additions & 0 deletions content/archive/internal/asa12138-metanet-book.md
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title: "MetaNet: Network Analysis for Omics Data"
author: "Chen Peng"
date: "2024-03-30T05:33:46Z"
tags: [Network, Package, Github]
link: "https://bookdown.org/Asa12138/metanet_book/"
length_weight: "6.5%"
cover: "https://bookdown.org/Asa12138/metanet_book/cover1.png"
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Chen Peng MetaNet is a comprehensive network analysis package, especially in various biological omics. Some functions of MetaNet are dependent with pcutils, so you also need to install pcutils. The stable version can be installed from CRAN: The latest development version can be found in https://github.com/Asa12138/MetaNet: For data manipulation, we recommend to use dplyr. MetaNet is a comprehensive network analysis R package for omics data: Support for integrated analysis for multi-omics data. Calculate correlation network quickly, accelerate lots of analysis by parallel computing. Handle ...
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title: "lefko3: a gentle introduction"
author: "Richard P. Shefferson"
date: "2024-03-23T09:26:14Z"
date: "2024-03-30T07:21:52Z"
tags: [Models, Package, Simulation]
link: "https://bookdown.org/cdorm/lefko3gentle/"
length_weight: "100%"
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title: "2022 Introduction to Cognitive Modeling"
title: "2024 Introduction to Cognitive Modeling"
author: "Chih-Chung Ting"
date: "2022-12-07T14:41:41Z"
date: "2024-04-02T16:22:33Z"
tags: [Course]
link: "https://bookdown.org/CMmaterials/wo23_cognitivemodeling/"
length_weight: "7.8%"
length_weight: "4.2%"
repo: "rstudio/bookdown-demo"
pinned: false
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<p>Welcome to the “code session”. In this website, we will use R to explore the concepts of
cognitive modeling introduced in the first hour using R.</p> [...] In this course, save your scripts in ~/Desktop/CM_course. To do so, - create a folder named CM_course on your desktop and check your current working directory via getwd() in R.
cognitive modeling introduced in the first hour using R.</p> [...] Learning objectives:
1. Get familiar with R scripts; 2. Being more comfortable about tranforming equation to script/function. In this course, save your scripts in ~/Desktop/CM_course. To do so, - create a folder named CM_course on your desktop and check your current working directory via getwd() in R.
- Copy (or type) the code below and paste in your Console window after the prompt >.
- Press Enter to run the code. If the output is not ended with Desktop/CMcourse, you should use setwd() to change the working directory. Alternatively, specify your working ...
- Press Enter to run the code. If the output is not ...
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title: "Cooking After Retirement. 2nd. Edition"
author: "Bruce Cochrane"
date: "2024-03-26T16:25:24Z"
date: "2024-04-02T15:05:23Z"
link: "https://bookdown.org/cochrabj/cookbook2e/"
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title: "STAT 521B: Topics in Multivariate Analysis"
author: "Alexander Sharp"
date: "2024-03-26T19:20:52Z"
date: "2024-04-02T19:28:17Z"
tags: [Multivariate, Course, Data Analysis, Textbook]
link: "https://bookdown.org/d1barturbo/fda_course_notes_clean/"
length_weight: "8.6%"
length_weight: "9.3%"
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title: "Fundamentos de Ecologia Numérica"
author: "Prof. Elvio S. F. Medeiros, Laboratório de Ecologia, Universidade Estadual da Paraíba, Campus V, João Pessoa, PB"
date: "2024-03-25T19:04:04Z"
date: "2024-03-31T11:11:45Z"
link: "https://bookdown.org/elviomedeiros/fundamentos_de_ecologia_numerica/"
length_weight: "9.8%"
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repo: "rstudio/fundamentos_de_ecologia_numerica"
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11 changes: 11 additions & 0 deletions content/archive/internal/f-lennert-text-mining-quarto.md
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---
title: "Text Mining for Social Sciences (Summer 2024)"
author: "Felix Lennert"
date: "2024-04-02T17:59:23Z"
tags: [Text Mining, Social Science, Course]
link: "https://bookdown.org/f_lennert/text-mining-quarto/"
length_weight: "7.8%"
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Felix Lennert Dear student, if you read this script, you are either participating in one of my courses on digital methods for the social sciences, or at least interested in this topic. If you have any questions or remarks regarding this script, hit me up at [email protected]. This script will introduce you to two techniques I regard as elementary for any aspiring (computational) social scientist: the collection of digital trace data via either scraping the web or acquiring data from application programming interfaces (APIs) and the analysis of text in an automated fashion (text mining). ...
6 changes: 3 additions & 3 deletions content/archive/internal/fmcron-regressionanalysis.md
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---
title: "Applied regression analysis"
author: "Dr. Linda van der Merwe, Fabio M. Correa"
date: "2024-03-27T18:45:11Z"
date: "2024-04-03T08:40:08Z"
tags: [Course]
link: "https://bookdown.org/fmcron/RegressionAnalysis/"
length_weight: "6.9%"
length_weight: "7.6%"
pinned: false
---

Applied regression analysis [...] 27-03-2024 The text is under development and updates are constant This text book uses notes written by Dr. Linda van der Merwe, who was responsible for the course in previous years and is currently being ...
Applied regression analysis [...] 03-04-2024 The text is under development and updates are constant This text book uses notes written by Dr. Linda van der Merwe, who was responsible for the course in previous years and is currently being ...
2 changes: 1 addition & 1 deletion content/archive/internal/gokmenaltay19-kuran19.md
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title: "6348 Ayette 19 Sistemi"
author: "Gökmen Altay"
date: "2023-12-26T03:29:50Z"
date: "2024-04-01T02:52:04Z"
link: "https://bookdown.org/gokmenaltay19/Kuran19/"
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title: "Reproducible Miracle"
author: "Gökmen Altay"
date: "2023-12-28T04:08:00Z"
date: "2024-04-01T00:33:20Z"
tags: [R Programming]
link: "https://bookdown.org/gokmenaltay19/Quran19/"
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---
title: "Applied Spatio-temporal Statistics"
author: "Trevor Hefley"
date: "2024-03-25T19:51:13Z"
date: "2024-04-01T19:02:55Z"
tags: [Statistics, Course, Geographic, Exploratory Data Analysis, Visualization]
link: "https://bookdown.org/hefleyt2/stat764_spring2024/"
length_weight: "5.9%"
length_weight: "6.1%"
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11 changes: 11 additions & 0 deletions content/archive/internal/jtkulas-bookexample.md
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---
title: "Proposed Psychometrics OER: Authoring Platform Features"
author: "Catrina Notari, John Kulas"
date: "2024-04-02T16:23:50Z"
tags: [Statistics]
link: "https://bookdown.org/jtkulas/bookexample/"
length_weight: "1.7%"
pinned: false
---

This document is intended to highlight features of the Quarto authoring platform, specifically focused on how this platform is uniquely appropriate for Psychometric instruction. Psychometrics is the scientific study of Psychological measurement - it has been described by some practitioners as “applied statistics” and fundamentally requires knowledgeable application of statistical concepts. This brief overview does not cover all pedagogical features, so we encourage reviewers to “point and click” around this document to discover unique elements. For example, external links and alternative ...
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title: "Análisis Exploratorio de Datos y Visualización"
author: "Luis Alvarez"
date: "2024-03-26T19:07:42Z"
date: "2024-03-30T08:55:39Z"
link: "https://bookdown.org/lalvarez_mat/AEDV/"
length_weight: "2.1%"
length_weight: "3.1%"
repo: "rstudio/bookdown-demo"
pinned: false
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---
title: "Exploratory Data Analysis and Visualization"
author: "Luis Alvarez"
date: "2024-03-30T08:57:59Z"
tags: [Exploratory Data Analysis, Visualization, Data Science, Translation, Course]
link: "https://bookdown.org/lalvarez_mat/EDAV/"
length_weight: "3.1%"
repo: "rstudio/bookdown-demo"
pinned: false
---

This book studies exploratory data analysis and data visualization in the context of a university degree in Data Sciences. [...] This document is an English translation of the book Análisis Exploratorio de Datos y Visualización, it covers the contents of an introductory course on exploratory data analysis and visualization in a university degree in Data Sciences. Exploratory data analysis is a very broad field, and it is not possible to teach all its aspects in depth in a single course. This course, of an introductory nature, aims to provide a solid foundation in the most important tools in ...
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---
title: "R数据分析入门"
author: "Lingxiao HE"
date: "2024-03-27T15:59:45Z"
tags: [数据分析, Textbook, Data Analysis]
date: "2024-03-31T10:58:46Z"
tags: [数据分析, Textbook, Data Analysis, Package, Tidyverse]
link: "https://bookdown.org/lhe/a-quick-start-on-data-analysis-in-r/"
length_weight: "2.7%"
length_weight: "4%"
pinned: false
---

This is a textbook for a quick start on data analysis in R. [...] R下载链接:点击任意站点,进入后,选择下载与操作系统匹配的R软件。 RStudio下载链接 注意:编写R代码时,所有的代码符号均为英文标点符号 ...
This is a textbook for a quick start on data analysis in R. [...] R下载链接:点击任意站点,进入后,选择下载与操作系统匹配的R软件。 RStudio下载链接 注意:编写R代码时,所有的代码符号均为英文标点符号 练习题链接 R之所以广受欢迎,很大一个原因就是它拥有种类繁多的“包”以满足我们的多种需求。尽管R自带一些功能强大的“包”,但是我们在需要的时候还得额外安装“包”,否则,调用包就会报错。 这时就需要用到install.packages()函数。例如,当我们需要安装tidyverse包时,可以输入install.packages("tidyverse")。 我们如果需要使用某一个“包”,则需要在开始时使用library()函数调用它。例如,我们在安装完readxl包后,调用它时可以输入:library( ...
12 changes: 12 additions & 0 deletions content/archive/internal/mariavictorialopez-glosario.md
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---
title: "ABC en R"
author: ""
date: "2024-04-04T01:50:13Z"
tags: [Package]
link: "https://bookdown.org/mariavictorialopez/Glosario/"
length_weight: "3.1%"
repo: "rstudio/bookdown-demo"
pinned: false
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<p>This is a minimal example of using the bookdown package to write a book. The HTML output format for this example is bookdown::gitbook, set in the _output.yml file.</p> [...] Este libro está destinado para estudiantes de la carrera Licenciatura en Bromatología de la Facultad de Ciencias Agrarias-UNJu interesados en aprender algunas funciones base del software estadístico R. Autores: Ing. Agrónoma Sofía Carolina Carrasco 1 y Ayudante alumna María Victoria López 2 [email protected]↩︎ [email protected]↩︎ ...
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title: "Data Analytics Coding Fundamentals"
author: "Martin Monkman"
date: "2024-03-21T13:45:14Z"
date: "2024-04-04T03:46:47Z"
tags: [Course, Python]
link: "https://bookdown.org/martin_monkman/DataAnalyticsCodingFundamentals/"
length_weight: "100%"
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The course book for BIDA302 [...] Latest update: 2024-03-21 This book is based on the lessons for BIDA302, “Data Analytics Coding Fundamentals”, offered at the University of Victoria’s Continuing Studies Department. From UVic Continuing Studies website This course will explore the fundamentals of coding and scripting for Data Analytics. You will develop the ability to script and code for basic tasks in Data Analytics in common data analytic tools such as R, Python, and Excel. This will allow you to import and export data appropriately and perform fundamental data manipulations and to automate ...
The course book for BIDA302 [...] Latest update: 2024-04-03 This book is based on the lessons for BIDA302, “Data Analytics Coding Fundamentals”, offered at the University of Victoria’s Continuing Studies Department. From UVic Continuing Studies website This course will explore the fundamentals of coding and scripting for Data Analytics. You will develop the ability to script and code for basic tasks in Data Analytics in common data analytic tools such as R, Python, and Excel. This will allow you to import and export data appropriately and perform fundamental data manipulations and to automate ...
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date: "2024-02-26T05:47:45Z"
tags: [Tidy, Data Science, Visualization, Textbook]
link: "https://bookdown.org/martin_monkman/DataPreparationJourney/"
length_weight: "100%"
length_weight: "12.4%"
repo: "MonkmanMH/data_preparation_with_r"
pinned: false
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title: "DATA 532: Advanced GIS"
author: "Emily Peterson & Alex Edwards"
date: "2024-03-22T17:48:50Z"
date: "2024-04-03T14:49:43Z"
tags: [Geographic, Spatial Data, Course]
link: "https://bookdown.org/epeterson_2010/docs/"
length_weight: "8.2%"
link: "https://bookdown.org/movinonmovinup24/docs/"
length_weight: "6.2%"
repo: "Enpeterson/INFO532"
pinned: false
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title: "Advances in Necessary Condition Analysis"
author: "Jan Dul"
date: "2024-03-20T09:24:54Z"
date: "2024-03-29T22:29:37Z"
link: "https://bookdown.org/ncabook/advanced_nca2/"
length_weight: "100%"
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title: "Notes on Statistics with R (SwR)"
author: "Peter Baumgartner"
date: "2024-03-27T21:29:59Z"
date: "2024-04-03T23:03:18Z"
tags: [Statistics, Textbook]
link: "https://bookdown.org/pbaumgartner/swr-harris/"
length_weight: "100%"
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title: "Neural Nets from Scratch"
author: "Daniel Polites"
date: "2024-04-04T02:14:58Z"
link: "https://bookdown.org/redmondjohnson3/neural_net_scratch/"
length_weight: "5.3%"
pinned: false
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iRisk Labs SP-2024 Project [...] This is a write-up of iRisk’s Spring 2024 project: Neural Nets from Scratch The organization ...
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