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R 4 data science quick reference : a pocket guide to APIs, libraries, and packages / / Thomas Mailund
| R 4 data science quick reference : a pocket guide to APIs, libraries, and packages / / Thomas Mailund |
| Autore | Mailund Thomas |
| Edizione | [Second edition.] |
| Pubbl/distr/stampa | New York, New York : , : Apress, , [2022] |
| Descrizione fisica | 1 online resource (231 pages) |
| Disciplina | 519.502855133 |
| Soggetto topico |
R (Computer program language)
Statistics - Data processing |
| ISBN | 1-4842-8780-0 |
| Formato | Materiale a stampa  |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | 1. Introduction. - 2. Importing Data: readr -- 3. Representing Tables: tibble. - 4. Tidy+select, 5. Reformatting Tables: tidyr -- 6. Pipelines: magrittr -- 7. Functional Programming: purrr. - 8. Manipulating Data Frames: dplyr. - 9. Working with Strings: stringr -- 10. Working with Factors: forcats. - 11. Working with Dates: lubridate. - 12. Working with Models: broom and modelr. - 13. Plotting: ggplot2 -- 14. Conclusions. |
| Record Nr. | UNINA-9910624380503321 |
Mailund Thomas
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| New York, New York : , : Apress, , [2022] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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The R book [[electronic resource] /] / Michael J. Crawley
| The R book [[electronic resource] /] / Michael J. Crawley |
| Autore | Crawley Michael J |
| Edizione | [Second edition.] |
| Pubbl/distr/stampa | Hoboken, N.J., : John Wiley & Sons Inc., 2013 |
| Descrizione fisica | 1 online resource (1077 pages) |
| Disciplina |
510.285536
519.50285/5133 519.502855133 |
| Soggetto topico |
R (Computer program language)
Mathematical statistics - Data processing |
| ISBN |
1-299-19028-6
1-118-44894-4 1-118-44896-0 1-118-44890-1 |
| Classificazione | MAT029000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Machine generated contents note: Preface vii 1 Getting Started 1 2 Essentials of the R Language 9 3 Data Input 97 4 Dataframes 107 5 Graphics 135 6 Tables 183 7 Mathematics 195 8 Classical Tests 279 9 Statistical Modelling 323 10 Regression 387 11 Analysis of Variance 449 12 Analysis of Covariance 489 13 Generalized Linear Models 511 14 Count Data 527 15 Count Data in Tables 549 16 Proportion Data 569 17 Binary Response Variables 593 18 Generalized Additive Models 611 19 Mixed-Effects Models 627 20 Non-linear Regression 661 21 Meta-analysis xxx 22 Bayesian statistics xxx 23 Tree Models 685 24 Time Series Analysis 701 25 Multivariate Statistics 731 26 Spatial Statistics 749 27 Survival Analysis 787 28 Simulation Models 811 29 Changing the Look of Graphics 827 References and Further Reading 873 Index 877s. |
| Record Nr. | UNINA-9910133778603321 |
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Crawley Michael J
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| Hoboken, N.J., : John Wiley & Sons Inc., 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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The R book / / Michael J. Crawley
| The R book / / Michael J. Crawley |
| Autore | Crawley Michael J |
| Edizione | [Second edition] |
| Pubbl/distr/stampa | Hoboken, N.J., : John Wiley & Sons Inc., 2013 |
| Descrizione fisica | 1 online resource (1077 pages) |
| Disciplina |
510.285536
519.50285/5133 519.502855133 |
| Soggetto topico |
R (Computer program language)
Mathematical statistics - Data processing |
| ISBN |
1-299-19028-6
1-118-44894-4 1-118-44896-0 1-118-44890-1 |
| Classificazione | MAT029000 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto | Machine generated contents note: Preface vii 1 Getting Started 1 2 Essentials of the R Language 9 3 Data Input 97 4 Dataframes 107 5 Graphics 135 6 Tables 183 7 Mathematics 195 8 Classical Tests 279 9 Statistical Modelling 323 10 Regression 387 11 Analysis of Variance 449 12 Analysis of Covariance 489 13 Generalized Linear Models 511 14 Count Data 527 15 Count Data in Tables 549 16 Proportion Data 569 17 Binary Response Variables 593 18 Generalized Additive Models 611 19 Mixed-Effects Models 627 20 Non-linear Regression 661 21 Meta-analysis xxx 22 Bayesian statistics xxx 23 Tree Models 685 24 Time Series Analysis 701 25 Multivariate Statistics 731 26 Spatial Statistics 749 27 Survival Analysis 787 28 Simulation Models 811 29 Changing the Look of Graphics 827 References and Further Reading 873 Index 877s. |
| Record Nr. | UNINA-9910677766903321 |
|
Crawley Michael J
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| Hoboken, N.J., : John Wiley & Sons Inc., 2013 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
The R book / Michael J. Crawley
| The R book / Michael J. Crawley |
| Autore | Crawley, Michael J |
| Pubbl/distr/stampa | Chichester, England ; Hoboken, N. J. : Wiley, 2007 |
| Descrizione fisica | viii, 942 p. : ill. ; 25 cm |
| Disciplina | 519.502855133 |
| Soggetto topico |
R (Computer program language)
Mathematical statistics - Data processing |
| ISBN |
0470510242
9780470510247 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNISALENTO-991003396729707536 |
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Crawley, Michael J
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| Chichester, England ; Hoboken, N. J. : Wiley, 2007 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. del Salento | ||
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The R book / / Elinor Jones, Simon Harden, and Michael J Crawley
| The R book / / Elinor Jones, Simon Harden, and Michael J Crawley |
| Autore | Jones Elinor (Associate Professor) |
| Edizione | [Third edition.] |
| Pubbl/distr/stampa | Hoboken, New Jersey : , : John Wiley & Sons, Incorporated, , [2023] |
| Descrizione fisica | 1 online resource (883 pages) |
| Disciplina | 519.502855133 |
| Soggetto topico |
R (Computer program language)
Mathematical statistics - Data processing |
| ISBN |
1-119-63446-6
1-119-63440-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910677325703321 |
|
Jones Elinor (Associate Professor)
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||
| Hoboken, New Jersey : , : John Wiley & Sons, Incorporated, , [2023] | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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The R Book
| The R Book |
| Autore | Jones Elinor |
| Edizione | [3rd ed.] |
| Pubbl/distr/stampa | Newark : , : John Wiley & Sons, Incorporated, , 2022 |
| Descrizione fisica | 1 online resource (883 pages) |
| Disciplina | 519.502855133 |
| Altri autori (Persone) |
HardenSimon
CrawleyMichael J |
| Soggetto genere / forma | Electronic books. |
| ISBN |
1-119-63446-6
1-119-63440-7 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910595596103321 |
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Jones Elinor
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| Newark : , : John Wiley & Sons, Incorporated, , 2022 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
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R data structures and algorithms : increase speed and performance of your applications with efficient data structures and algorithms / / Dr. PKS Prakash, Achyutuni Sri Krishna Rao
| R data structures and algorithms : increase speed and performance of your applications with efficient data structures and algorithms / / Dr. PKS Prakash, Achyutuni Sri Krishna Rao |
| Autore | Prakash PKS |
| Edizione | [1st edition] |
| Pubbl/distr/stampa | Birmingham, England ; ; Mumbai, [India] : , : Packt Publishing, , 2016 |
| Descrizione fisica | 1 online resource (266 pages) |
| Disciplina | 519.502855133 |
| Soggetto topico |
R (Computer program language)
Data structures (Computer science) |
| ISBN | 1-78646-416-0 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Record Nr. | UNINA-9910153217503321 |
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Prakash PKS
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| Birmingham, England ; ; Mumbai, [India] : , : Packt Publishing, , 2016 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
R data visualization cookbook : over 80 recipes to analyze data and create stunning visualizations with R / / Atmajitsinh Gohil
| R data visualization cookbook : over 80 recipes to analyze data and create stunning visualizations with R / / Atmajitsinh Gohil |
| Autore | Gohil Atmajitsinh |
| Pubbl/distr/stampa | Birmingham, England : , : Packt Publishing, , 2015 |
| Descrizione fisica | 1 online resource (236 p.) |
| Disciplina | 519.502855133 |
| Collana | Community Experience Distilled |
| Soggetto topico |
R (Computer program language)
Computer animation |
| Soggetto genere / forma | Electronic books. |
| ISBN | 1-78398-951-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Cover; Copyright; Credits; About the Author; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: A Simple Guide to R; Installing packages and getting help in R; Data types in R; Special values in R; Matrices in R; Editing a matrix in R; Data frames in R; Editing a data frame in R; Importing data in R; Exporting data in R; Writing a function in R; Writing if else statements in R; Basic loops in R; Nested loops in R; The apply, lapply, sapply, and tapply functions; Using par to beautify a plot in R; Saving plots; Chapter 2: Basic and Interactive Plots; Introduction
Introducing a scatter plotScatter plots with texts, labels, and lines; Connecting points in a scatter plot; Generating an interactive scatter plot; A simple bar plot; An interactive bar plot; A simple line plot; Line plot to tell an effective story; Generating an interactive Gantt/timeline chart in R; Merging histograms; Making an interactive bubble plot; Constructing a waterfall plot in R; Chapter 3: Heat Maps and Dendrograms; Introduction; Constructing a simple dendrogram; Creating dendrograms with colors and labels; Creating a heat map; Generating a heat map with customized colors Generating an integrated dendrogram and heat mapCreating a three-dimensional heat map and a stereo map; Constructing a tree map in R; Chapter 4: Maps; Introduction; Introducing regional maps; Introducing choropleth maps; A guide to contour maps; Constructing maps with bubbles; Integrating text with maps; Introducing shapefiles; Creating cartograms; Chapter 5: The Pie Chart and its Alternatives; Introduction; Generating a simple pie chart; Constructing pie charts with labels; Creating donut plots and interactive plots; Generating a slope chart ; Constructing a fan plot Chapter 6: Adding the Third DimensionIntroduction; Constructing a 3D scatter plot; Generating a 3D scatter plot with text; A simple 3D pie chart; A simple 3D histogram; Generating a 3D contour plot; Integrating a 3D contour and a surface plot; Animating a 3D surface plot; Chapter 7: Data in Higher Dimensions; Introduction; Constructing a sunflower plot; Creating a hexbin plot; Generating interactive calendar maps; Creating Chernoff faces in R; Constructing a coxcomb plot in R; Constructing network plots; Constructing a radial plot; Generating a very basic pyramid plot Chapter 8: Visualizing Continuous DataIntroduction; Generating a candlestick plot; Generating interactive Candlestick plots; Generating a decomposed time series; Plotting a regression line; Constructing a box and whiskers plot; Generating a violin plot; Generating a quantile-quantile plot (QQ plot); Generating a density plot; Generating a simple correlation plot; Chapter 9: Visualizing Text and XKCD-style Plots; Introduction; Generating a word cloud; Constructing a word cloud from a document; Generating a comparison cloud; Constructing a correlation plot and a phrase tree Generating plots with custom fonts |
| Record Nr. | UNINA-9910464138803321 |
|
Gohil Atmajitsinh
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||
| Birmingham, England : , : Packt Publishing, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
R data visualization cookbook : over 80 recipes to analyze data and create stunning visualizations with R / / Atmajitsinh Gohil
| R data visualization cookbook : over 80 recipes to analyze data and create stunning visualizations with R / / Atmajitsinh Gohil |
| Autore | Gohil Atmajitsinh |
| Pubbl/distr/stampa | Birmingham, England : , : Packt Publishing, , 2015 |
| Descrizione fisica | 1 online resource (236 p.) |
| Disciplina | 519.502855133 |
| Collana | Community Experience Distilled |
| Soggetto topico |
R (Computer program language)
Computer animation |
| ISBN | 1-78398-951-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Cover; Copyright; Credits; About the Author; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: A Simple Guide to R; Installing packages and getting help in R; Data types in R; Special values in R; Matrices in R; Editing a matrix in R; Data frames in R; Editing a data frame in R; Importing data in R; Exporting data in R; Writing a function in R; Writing if else statements in R; Basic loops in R; Nested loops in R; The apply, lapply, sapply, and tapply functions; Using par to beautify a plot in R; Saving plots; Chapter 2: Basic and Interactive Plots; Introduction
Introducing a scatter plotScatter plots with texts, labels, and lines; Connecting points in a scatter plot; Generating an interactive scatter plot; A simple bar plot; An interactive bar plot; A simple line plot; Line plot to tell an effective story; Generating an interactive Gantt/timeline chart in R; Merging histograms; Making an interactive bubble plot; Constructing a waterfall plot in R; Chapter 3: Heat Maps and Dendrograms; Introduction; Constructing a simple dendrogram; Creating dendrograms with colors and labels; Creating a heat map; Generating a heat map with customized colors Generating an integrated dendrogram and heat mapCreating a three-dimensional heat map and a stereo map; Constructing a tree map in R; Chapter 4: Maps; Introduction; Introducing regional maps; Introducing choropleth maps; A guide to contour maps; Constructing maps with bubbles; Integrating text with maps; Introducing shapefiles; Creating cartograms; Chapter 5: The Pie Chart and its Alternatives; Introduction; Generating a simple pie chart; Constructing pie charts with labels; Creating donut plots and interactive plots; Generating a slope chart ; Constructing a fan plot Chapter 6: Adding the Third DimensionIntroduction; Constructing a 3D scatter plot; Generating a 3D scatter plot with text; A simple 3D pie chart; A simple 3D histogram; Generating a 3D contour plot; Integrating a 3D contour and a surface plot; Animating a 3D surface plot; Chapter 7: Data in Higher Dimensions; Introduction; Constructing a sunflower plot; Creating a hexbin plot; Generating interactive calendar maps; Creating Chernoff faces in R; Constructing a coxcomb plot in R; Constructing network plots; Constructing a radial plot; Generating a very basic pyramid plot Chapter 8: Visualizing Continuous DataIntroduction; Generating a candlestick plot; Generating interactive Candlestick plots; Generating a decomposed time series; Plotting a regression line; Constructing a box and whiskers plot; Generating a violin plot; Generating a quantile-quantile plot (QQ plot); Generating a density plot; Generating a simple correlation plot; Chapter 9: Visualizing Text and XKCD-style Plots; Introduction; Generating a word cloud; Constructing a word cloud from a document; Generating a comparison cloud; Constructing a correlation plot and a phrase tree Generating plots with custom fonts |
| Record Nr. | UNINA-9910788045903321 |
|
Gohil Atmajitsinh
|
||
| Birmingham, England : , : Packt Publishing, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
R data visualization cookbook : over 80 recipes to analyze data and create stunning visualizations with R / / Atmajitsinh Gohil
| R data visualization cookbook : over 80 recipes to analyze data and create stunning visualizations with R / / Atmajitsinh Gohil |
| Autore | Gohil Atmajitsinh |
| Pubbl/distr/stampa | Birmingham, England : , : Packt Publishing, , 2015 |
| Descrizione fisica | 1 online resource (236 p.) |
| Disciplina | 519.502855133 |
| Collana | Community Experience Distilled |
| Soggetto topico |
R (Computer program language)
Computer animation |
| ISBN | 1-78398-951-3 |
| Formato | Materiale a stampa |
| Livello bibliografico | Monografia |
| Lingua di pubblicazione | eng |
| Nota di contenuto |
Cover; Copyright; Credits; About the Author; About the Reviewers; www.PacktPub.com; Table of Contents; Preface; Chapter 1: A Simple Guide to R; Installing packages and getting help in R; Data types in R; Special values in R; Matrices in R; Editing a matrix in R; Data frames in R; Editing a data frame in R; Importing data in R; Exporting data in R; Writing a function in R; Writing if else statements in R; Basic loops in R; Nested loops in R; The apply, lapply, sapply, and tapply functions; Using par to beautify a plot in R; Saving plots; Chapter 2: Basic and Interactive Plots; Introduction
Introducing a scatter plotScatter plots with texts, labels, and lines; Connecting points in a scatter plot; Generating an interactive scatter plot; A simple bar plot; An interactive bar plot; A simple line plot; Line plot to tell an effective story; Generating an interactive Gantt/timeline chart in R; Merging histograms; Making an interactive bubble plot; Constructing a waterfall plot in R; Chapter 3: Heat Maps and Dendrograms; Introduction; Constructing a simple dendrogram; Creating dendrograms with colors and labels; Creating a heat map; Generating a heat map with customized colors Generating an integrated dendrogram and heat mapCreating a three-dimensional heat map and a stereo map; Constructing a tree map in R; Chapter 4: Maps; Introduction; Introducing regional maps; Introducing choropleth maps; A guide to contour maps; Constructing maps with bubbles; Integrating text with maps; Introducing shapefiles; Creating cartograms; Chapter 5: The Pie Chart and its Alternatives; Introduction; Generating a simple pie chart; Constructing pie charts with labels; Creating donut plots and interactive plots; Generating a slope chart ; Constructing a fan plot Chapter 6: Adding the Third DimensionIntroduction; Constructing a 3D scatter plot; Generating a 3D scatter plot with text; A simple 3D pie chart; A simple 3D histogram; Generating a 3D contour plot; Integrating a 3D contour and a surface plot; Animating a 3D surface plot; Chapter 7: Data in Higher Dimensions; Introduction; Constructing a sunflower plot; Creating a hexbin plot; Generating interactive calendar maps; Creating Chernoff faces in R; Constructing a coxcomb plot in R; Constructing network plots; Constructing a radial plot; Generating a very basic pyramid plot Chapter 8: Visualizing Continuous DataIntroduction; Generating a candlestick plot; Generating interactive Candlestick plots; Generating a decomposed time series; Plotting a regression line; Constructing a box and whiskers plot; Generating a violin plot; Generating a quantile-quantile plot (QQ plot); Generating a density plot; Generating a simple correlation plot; Chapter 9: Visualizing Text and XKCD-style Plots; Introduction; Generating a word cloud; Constructing a word cloud from a document; Generating a comparison cloud; Constructing a correlation plot and a phrase tree Generating plots with custom fonts |
| Record Nr. | UNINA-9910813334903321 |
|
Gohil Atmajitsinh
|
||
| Birmingham, England : , : Packt Publishing, , 2015 | ||
| Materiale a stampa | ||
| Lo trovi qui: Univ. Federico II | ||
| ||
