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Co-authored-by: Christophe Dervieux <[email protected]>
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2 changes: 1 addition & 1 deletion content/archive/external/adv-r-hadley-nz.md
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Expand Up @@ -4,7 +4,7 @@ author: "Hadley Wickham"
date: ""
tags: [Advanced R, R Programming]
link: "https://adv-r.hadley.nz/"
length_weight: "9.1%"
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2 changes: 1 addition & 1 deletion content/archive/external/book-javascript-for-r-com.md
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Expand Up @@ -4,7 +4,7 @@ author: "John Coene"
date: "2021-04-19"
tags: [Data Science, R Programming, Python]
link: "https://book.javascript-for-r.com/"
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length_weight: "6.6%"
cover: "https://book.javascript-for-r.com/images/social.png"
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2 changes: 1 addition & 1 deletion content/archive/external/geocompr-robinlovelace-net.md
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title: "Geocomputation with R"
author: "Robin Lovelace, Jakub Nowosad, Jannes Muenchow"
date: "2024-05-15"
date: "2024-06-09"
tags: [Geographic, Visualization, Data Science, Spatial Data]
link: "https://geocompr.robinlovelace.net/"
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2 changes: 1 addition & 1 deletion content/archive/external/plotly-book-cpsievert-me.md
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Expand Up @@ -4,7 +4,7 @@ author: "Carson Sievert"
date: "2019-12-19"
tags: [Visualization, Shiny, Guide, Data Analysis, Package, Data Science, Tidyverse]
link: "https://plotly-book.cpsievert.me/"
length_weight: "7.1%"
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2 changes: 1 addition & 1 deletion content/archive/external/r-graphics-org.md
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Expand Up @@ -4,7 +4,7 @@ author: "Winston Chang"
date: "2024-04-07"
tags: [Guide]
link: "https://r-graphics.org/"
length_weight: "7.5%"
length_weight: "7.4%"
cover: "https://r-graphics.org/cover.jpg"
repo: "wch/rgcookbook"
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2 changes: 1 addition & 1 deletion content/archive/external/r4ds-had-co-nz.md
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Expand Up @@ -4,7 +4,7 @@ author: "Hadley Wickham and Garrett Grolemund"
date: ""
tags: [Data Science]
link: "https://r4ds.had.co.nz/"
length_weight: "0%"
length_weight: "8.6%"
cover: "https://r4ds.had.co.nz/cover.png"
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2 changes: 1 addition & 1 deletion content/archive/external/rmd4sci-njtierney-com.md
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Expand Up @@ -4,7 +4,7 @@ author: "Nicholas Tierney"
date: "2020-09-09"
tags: [R Markdown, Guide, Statistics]
link: "https://rmd4sci.njtierney.com/"
length_weight: "0%"
length_weight: "3.1%"
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2 changes: 1 addition & 1 deletion content/archive/external/smltar-com.md
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Expand Up @@ -4,7 +4,7 @@ author: "Emil Hvitfeldt and Julia Silge"
date: "2022-05-11"
tags: [Machine Learning, Github]
link: "https://smltar.com/"
length_weight: "7.9%"
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2 changes: 1 addition & 1 deletion content/archive/external/www-cdyf-me.md
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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 04 June, 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 12 June, 2024, Duncan Hull and Bryan Mathers"
date: ""
tags: [Guide]
link: "https://www.cdyf.me/"
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Expand Up @@ -4,7 +4,7 @@ author: "Jeroen Janssens"
date: ""
tags: [Data Science, Guide, Unix]
link: "https://www.datascienceatthecommandline.com/1e/"
length_weight: "1.7%"
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repo: "jeroenjanssens/data-science-at-the-command-line"
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2 changes: 1 addition & 1 deletion content/archive/internal/anshul302-paml.md
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title: "Introductory predictive analytics and machine learning in education and healthcare"
author: "Anshul Kumar"
date: "2024-06-04T19:19:21Z"
date: "2024-06-10T12:44:53Z"
tags: [Machine Learning, Education, Textbook, Course, Statistics]
link: "https://bookdown.org/anshul302/paml/"
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12 changes: 12 additions & 0 deletions content/archive/internal/cda-python.md
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title: "Python Assignment"
author: "Asser Koskinen"
date: "2024-06-12T15:09:28Z"
tags: [Python, Machine Learning, Guide]
link: "https://bookdown.org/cda/python/"
length_weight: "2.2%"
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Python Assignment [...] R is a programming language and environment for data analytics, machine learning and computer science. This brief guide will get you started. ...
2 changes: 1 addition & 1 deletion content/archive/internal/cochrabj-cookbook2e.md
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title: "Cooking After Retirement. 2nd. Edition"
author: "Bruce Cochrane"
date: "2024-06-01T16:48:20Z"
date: "2024-06-09T01:38:33Z"
link: "https://bookdown.org/cochrabj/cookbook2e/"
length_weight: "9.1%"
repo: "bjcochrane/CookBook2"
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title: "gibbonR: An R package for the automated detection and classification of female gibbon calls from long-term acoustic recordings"
author: "Dena J. Clink"
date: "2024-06-10T21:01:43Z"
tags: [Package, Github]
link: "https://bookdown.org/content/3354fc5e-8060-492e-a5c8-1db148b1894c/"
length_weight: "2.4%"
repo: "DenaJGibbon/gibbonR-tutorial"
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gibbonR: An R package for the automated detection and classification of female gibbon calls from long-term acoustic recordings [...] You can install the development version from GitHub ...
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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: "2024-06-05T23:37:58Z"
date: "2024-06-11T14:03:52Z"
link: "https://bookdown.org/elviomedeiros/fundamentos_de_ecologia_numerica/"
length_weight: "100%"
repo: "rstudio/fundamentos_de_ecologia_numerica"
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2 changes: 1 addition & 1 deletion content/archive/internal/eugenesun95-mywebsite.md
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title: "Hao Sun"
author: "eugenesun95"
date: "2024-05-16T21:27:45Z"
date: "2024-06-06T13:43:49Z"
tags: [Python, Statistics]
link: "https://bookdown.org/eugenesun95/mywebsite/"
length_weight: "100%"
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10 changes: 10 additions & 0 deletions content/archive/internal/eugeniadoria-cursomq.md
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---
title: "Introdução ao R"
author: "eugeniadoria"
date: "2024-06-11T21:27:55Z"
link: "https://bookdown.org/eugeniadoria/CursoMQ/"
length_weight: "10.6%"
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Bem-vindos ao Curso de Introdução ao R do MQ da FAFICH-UFMG! O curso possui como objetivo apresentar os elementos básicos dos softwares R e RStudio. Durante as aulas, vocês serão introduzidos à linguagem R, aprenderão a realizar operações básicas, criar objetos, importar e exportar dados, manipular dados e criar visualizações impactantes. O curso será ministrado em 5 aulas de 3 horas cada, onde apresentaremos conceitos fundamentais, exemplos práticos e exercícios de fixação para garantir o aprendizado efetivo. Nosso foco será no aprendizado dos princípios básicos do R, com ênfase na ...
4 changes: 2 additions & 2 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: "2024-05-24T11:40:19Z"
date: "2024-06-12T13:50:57Z"
tags: [Text Mining, Social Science, Course]
link: "https://bookdown.org/f_lennert/text-mining-quarto/"
length_weight: "10%"
length_weight: "10.4%"
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2 changes: 1 addition & 1 deletion content/archive/internal/gcorrea-rpap.md
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Expand Up @@ -3,7 +3,7 @@ title: "R paso a paso"
author: "Guillermo Correa-Londoño"
date: "2024-05-06T18:59:23Z"
link: "https://bookdown.org/gcorrea/Rpap/"
length_weight: "12.4%"
length_weight: "100%"
cover: "https://bookdown.org/gcorrea/Rpap/images/cover.png"
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29 changes: 29 additions & 0 deletions content/archive/internal/hcp4715-r4psybook.md
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title: "R语言在心理学研究中的应用: 从原始数据到可重复的论文手稿(V2)"
author: "胡传鹏"
date: "2024-06-09T08:39:31Z"
tags: [数据分析, Github, Tidyverse]
link: "https://bookdown.org/hcp4715/R4PsyBook/"
length_weight: "100%"
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课程bookdown [...] 第一讲:为什么要学习R
1.1 R在心理科学及社会科学中的运用
1.2 R语言使用的示例展示
1.3 课程安排
1.4 如何学好这门课 第二讲:如何开始使用R
2.1 要解决的数据分析问题简介[介绍我们的数据和拟解决的问题,对比R和传统flow]
2.1 如何安装?
2.2 如何方便使用?Rstudio的安装与界面介绍 第三章:如何使用本课件/电子书资源
3.1 Git与Github
3.2 项目、文件与代码的规范化 第四章:如何导入数据
4.1 路径与工作目录
4.2 读取数据
4.3 了解R里的数据 (R语言中的对象) 第五章:如何清理数据一 R语言编程基础
5.1 R对象的操控
5.2 逻辑运算
5.3 函数 第六章:如何清理数据二 数据的预处理
6.1 Tidyverse简介
6.2 问卷数据的预处理:基本
6.3 ...
4 changes: 2 additions & 2 deletions content/archive/internal/hefleyt2-stat705-summer2024.md
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title: "Regression and Analysis of Variance"
author: "Trevor Hefley"
date: "2024-06-05T20:15:42Z"
date: "2024-06-11T18:22:12Z"
tags: [Course, Models, Machine Learning, Bayesian]
link: "https://bookdown.org/hefleyt2/stat705_summer2024/"
length_weight: "3.2%"
length_weight: "3.8%"
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4 changes: 2 additions & 2 deletions content/archive/internal/jara-bookdown-stada.md
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title: "UE STADA"
author: "Jaroslava Kankova"
date: "2024-05-28T13:56:40Z"
date: "2024-06-11T13:52:24Z"
tags: [Statistical Computing, Visualization]
link: "https://bookdown.org/jara/bookdown-stada/"
length_weight: "2.4%"
length_weight: "1.9%"
repo: "rstudio/bookdown-demo"
pinned: false
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4 changes: 2 additions & 2 deletions content/archive/internal/lalvarez-mat-aedv.md
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title: "Análisis Exploratorio de Datos y Visualización"
author: "Luis Alvarez"
date: "2024-05-16T12:42:46Z"
date: "2024-06-06T17:26:08Z"
link: "https://bookdown.org/lalvarez_mat/AEDV/"
length_weight: "3.3%"
length_weight: "5%"
repo: "rstudio/bookdown-demo"
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title: "R数据分析入门"
author: "Lingxiao HE"
date: "2024-06-06T01:16:33Z"
date: "2024-06-07T14:58:52Z"
tags: [数据分析, Textbook, Data Analysis]
link: "https://bookdown.org/lhe/a-quick-start-on-data-analysis-in-r/"
length_weight: "11.7%"
length_weight: "11.9%"
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2 changes: 1 addition & 1 deletion content/archive/internal/marcogarofalo31-libe-book.md
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title: "LIBE gm2"
author: "Marco Garofalo"
date: "2024-06-03T22:13:12Z"
date: "2024-06-06T12:20:17Z"
link: "https://bookdown.org/marcogarofalo31/libe_book/"
length_weight: "1.8%"
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2 changes: 1 addition & 1 deletion content/archive/internal/mike-data-analysis.md
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title: "A Guide on Data Analysis"
author: "Mike Nguyen"
date: "2024-05-14T20:11:17Z"
date: "2024-06-06T21:02:14Z"
tags: [Guide, Data Analysis, Data Science, Statistics, Machine Learning]
link: "https://bookdown.org/mike/data_analysis/"
length_weight: "100%"
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11 changes: 11 additions & 0 deletions content/archive/internal/natalie-olson-cheep.md
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title: "Farm-to-Fork Changes in Poultry Microbiomes and Resistomes in Maputo, Mozambique"
author: "Natalie Olson, MPH"
date: "2024-06-12T19:47:04Z"
link: "https://bookdown.org/natalie_olson/cheep/"
length_weight: "0%"
cover: "https://bookdown.org/natalie_olson/cheep/chickens.png"
pinned: false
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A book created with bookdown. [...] Natalie Olson1, Frederica Lamar1, Hermogenes Mucache2, José Fafetine2, Joaquim Saide2, Amelia Milisse2, Denise Brito2, Karen Levy3, Matthew Freeman1, Maya Nadimpalli1 1Emory University, 2Eduardo Mondlane University, 3University of ...
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title: "Applied Data Visualization"
author: "Paul C. Bauer"
date: "2024-06-05T09:36:28Z"
date: "2024-06-12T11:17:09Z"
tags: [Visualization]
link: "https://bookdown.org/paulcbauer/applied-data-visualization/"
length_weight: "11.6%"
length_weight: "11.7%"
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6 changes: 3 additions & 3 deletions content/archive/internal/pbaumgartner-car-fox-weisberg.md
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title: "An R Companion to Applied Regression"
author: "Peter Baumgartner"
date: "2024-06-04T19:39:02Z"
date: "2024-06-09T16:24:15Z"
tags: [Textbook]
link: "https://bookdown.org/pbaumgartner/car-fox-weisberg/"
length_weight: "9.1%"
length_weight: "9.7%"
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Peter Baumgartner I am currently working on chapter 4 but have not finished chapter 3 because it is with its graphical displays and data transformation a digression of my interest to learn about regression. WATCH OUT: This is my personal learning material and is therefore neither an accurate replication nor an authoritative textbook. I am writing this book as a text for others to read because that forces me to become explicit and explain all my learning outcomes more carefully. Please keep in mind that this text is not written by an expert but by a learner. Text passages with content I am ...
Peter Baumgartner I have finished until chapter 3.3 and additionally, 3.5, 4.1 and 4.2. I am currently working on 3.4 (Transforming Data). WATCH OUT: This is my personal learning material and is therefore neither an accurate replication nor an authoritative textbook. I am writing this book as a text for others to read because that forces me to become explicit and explain all my learning outcomes more carefully. Please keep in mind that this text is not written by an expert but by a learner. Text passages with content I am already familiar I have skipped. Section of the original text where I ...
2 changes: 1 addition & 1 deletion content/archive/internal/pkaldunn-disttheory.md
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title: "Distribution Theory"
author: "Peter K. Dunn"
date: "2024-06-05T04:13:08Z"
date: "2024-06-09T22:11:23Z"
tags: [Statistics, Simulation]
link: "https://bookdown.org/pkaldunn/DistTheory/"
length_weight: "100%"
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2 changes: 1 addition & 1 deletion content/archive/internal/redwing1304-math.md
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title: "math"
author: "Joey Yu Hsu"
date: "2024-06-06T05:43:34Z"
date: "2024-06-11T05:33:34Z"
link: "https://bookdown.org/redwing1304/math/"
length_weight: "100%"
repo: "https://github.com/RRWWW/math"
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4 changes: 2 additions & 2 deletions content/archive/internal/rwnahhas-rmph.md
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title: "Introduction to Regression Methods for Public Health Using R"
author: "Ramzi W. Nahhas"
date: "2024-04-22T14:32:54Z"
date: "2024-06-12T15:54:37Z"
tags: [Statistics, Course]
link: "https://bookdown.org/rwnahhas/RMPH/"
length_weight: "100%"
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An introduction to regression methods using R with examples from public health datasets and accessible to students without a background in mathematical statistics. [...] This is a SECOND DRAFT but is still awaiting peer review. The goal is publication as a printed version (through CRC Press) with the online version remaining freely available. Status If you have any comments or suggestions, feel free to contact me at [email protected]. Thank you! This text is suitable as a second biostatistics course for Master of Public Health students or public health professionals. Almost all public ...
An introduction to regression methods using R with examples from public health datasets and accessible to students without a background in mathematical statistics. [...] This is a DRAFT but is still undergoing final revisions. The goal is publication as a printed version (through CRC Press) with the online version remaining freely available. Status If you have any comments or suggestions, feel free to contact me at [email protected]. Thank you! This text is suitable as a second biostatistics course for Master of Public Health students or public health professionals. Almost all public ...
14 changes: 14 additions & 0 deletions content/archive/internal/sarahmurbut-bernoulli-disease.md
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title: "AladynOulli"
author: "tigerstatdoc"
date: "2024-06-12T14:52:06Z"
tags: [Package]
link: "https://bookdown.org/sarahmurbut/bernoulli_disease/"
length_weight: "0%"
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> [...] Previously the genie allowed for repeated diagnoses… now the genie wants to think about chornic ...
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title: "STAT 136: Introduction to Regression Analysis"
author: "Siegfred Roi L. Codia"
date: "2024-06-09T17:37:44Z"
tags: [Course]
link: "https://bookdown.org/slcodia/Stat_136/"
length_weight: "6.6%"
pinned: false
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This is a book developed by Siegfred Codia for Stat 136 class in UP Diliman. [...] Linear regression model; model selection; regression diagnostics; use of dummy variables; remedial measures. Prereq: Stat 131, Stat 135. 3h. 3 u. The course is mainly divided into 3 parts: (1) Preliminaries and Introduction, (2) Model Building, and (3) Diagnostic Checking. The following is the complete outline: 2 Problem Sets (30%) You will be tasked to solve a set of problems. The exercises might be a theoretical problem that you need to solve analytically, or a machine problem, wherein you need to answer ...
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title: "Draft of Jamovi Manual Thai version"
author: "สมศักดิ์ จันทร์เอม"
date: "2024-04-23T15:30:04Z"
date: "2024-06-11T13:10:02Z"
link: "https://bookdown.org/somsak_c/_jomovi_/"
length_weight: "7.5%"
length_weight: "8.8%"
cover: "https://bookdown.org/somsak_c/_jomovi_/cover.png"
pinned: false
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สมศักดิ์ จันทร์เอม โปรแกรม Jamovi เป็นโปรแกรมที่ใช้งานได้ดี ใช้งานง่าย และไม่เสียค่าใช้จ่าย เหมาะสมอย่างยิ่งที่จะนำมาใช้ทดแทนโปรแกรมสถิติราคาแพง และเกินความจำเป็นสำหรับการเรียนการสอนสถิติระดับมัธยมจนถึงปริญญาตรี ในทัศนะของข้าพเจ้าไม่มีโปรแกรมสถิติฟรีใดที่จะใช้ง่ายได้ง่ายไปกว่าโปรแกรม Jamovi อีกแล้ว ตัวโปรแกรม Jamovi เป็นโปรแกรมสถิติที่ทำงานอยู่เบื้องหลังคือภาษาอาร์ (R) ผู้ใช้งานโปรแกรมนี้ได้ลองใช้ภาษาอาร์เบื้องต้นในโปรแกรม Jamovi ได้เลย ผู้อ่านควรศึกษาหาความรู้เพิ่มเติมที่จะเรียนรู้การใช้งานภาษาอาร์ต่อไปในกรณีที่ต้องการภาพกราฟที่สวยงามขึ้น การจัดทำหนังสือเล่มนี้ ผู้เขียนทำขึ้นเพื่อไว้ใช้สำหรับการอบรมโปรแกรมเสรีสำหรับการทำวิจัย (The open source for research) ที่ในอนาคตจะประกอบไปด้วยโปรแกรม Jamovi Gretl และ JabRef ...
สมศักดิ์ จันทร์เอม โปรแกรม Jamovi เป็นโปรแกรมวิเคราะห์ทางสถิตสำหรับข้อมูลที่ไม่ใช่อนุกรมเวลา ใช้งานง่าย และไม่เสียค่าใช้จ่าย เหมาะสมอย่างยิ่งที่จะนำมาใช้ทดแทนโปรแกรมสถิติราคาแพง และเกินความจำเป็นสำหรับการเรียนการสอนสถิติระดับมัธยมจนถึงปริญญาตรี ในทัศนะของข้าพเจ้าไม่มีโปรแกรมสถิติฟรีใดที่จะใช้ง่ายได้ง่ายไปกว่าโปรแกรม Jamovi อีกแล้ว ตัวโปรแกรม Jamovi เป็นโปรแกรมสถิติที่ทำงานอยู่เบื้องหลังคือภาษาอาร์ (R) ผู้ใช้งานโปรแกรมนี้ได้ลองใช้ภาษาอาร์เบื้องต้นในโปรแกรม Jamovi ได้ ผู้อ่านควรศึกษาหาความรู้เพิ่มเติมที่จะเรียนรู้การใช้งานภาษาอาร์ต่อไปในกรณีที่ต้องการภาพนิทัศน์ที่สวยงามกว่าเดิม การจัดทำหนังสือเล่มนี้ ผู้เขียนทำขึ้นเพื่อไว้ใช้สำหรับการอบรมโปรแกรมเสรีสำหรับการทำวิจัย (The open source for research) ที่ในอนาคตจะประกอบไปด้วยโปรแกรม ...
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