Using R For Data Analysis In Social Sciences: A Research Project-oriented Approach

Using R For Data Analysis In Social Sciences: A Research Project-oriented Approach

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LF/700029447/R
Английский
Li
Quan
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Statistical analysis is common in the social sciences, and among the more popular programs is R. This text provides a foundation for undergraduate and graduate students in the social sciences on how to use R to manage, visualise, and analyse data. The focus is on how to address substantive questions with data analysis and replicate published findings. The work adopts a minimalist approach and covers only the most important functions and skills in R to conduct reproducible research. It emphasizes the practical needs of students using R by showing how to import, inspect, and manage data, understand the logic of statistical inference, visualise data and findings via histograms, boxplots, scatterplots, and diagnostic plots, and analyse data using one-sample t-test, difference-of-means test, covariance, correlation, ordinary least squares regression, and model assumption diagnostics.
LF/700029447/R

Характеристики

ФИО Автора
Li
Quan
Язык
Английский
ISBN
9780190656256
Дата выхода
2019

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Using R For Data Analysis In Social Sciences: A Research Project-oriented Approach

Statistical analysis is common in the social sciences, and among the more popular programs is R. This text provides a foundation for undergraduate and gradua...

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