# Data Analysis with R

**Type:** Topics  
**Canonical URL:** https://scholariq.org/topics/data-analysis-with-r/

## Facts

| Field | Value |
| --- | --- |
| Description | This cluster of papers focuses on statistical computing and data analysis using the R language. It covers a wide range of topics including statistical analysis, data visualization, parallel computing, time series analysis, spatial data, machine learning, geospatial analysis, statistical modeling, and big data. |
| Domain | Physical Sciences |
| Field | Computer Science |
| OpenAlex ID | t13398 |
| Works | 23 |

## Topic papers all

Showing 15 of 23.

- [Regression Modeling Strategies](https://scholariq.org/papers/regression-modeling-strategies-2/)
- [No Adjustments Are Needed for Multiple Comparisons](https://scholariq.org/papers/no-adjustments-are-needed-for-multiple-comparisons/)
- [Statistical tests, P values, confidence intervals, and power: a guide to misinterpretations](https://scholariq.org/papers/statistical-tests-p-values-confidence-intervals-and-power-a-guide-to/)
- [Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric Regression Models](https://scholariq.org/papers/extending-the-linear-model-with-r-generalized-linear-mixed-effects-and/)
- [Communicating Statistical Information](https://scholariq.org/papers/communicating-statistical-information/)
- [<b>flexsurv</b>: A Platform for Parametric Survival Modeling in<i>R</i>](https://scholariq.org/papers/b-flexsurv-b-a-platform-for-parametric-survival-modeling-in-i-r-i/)
- [The BUGS Book](https://scholariq.org/papers/the-bugs-book/)
- [Linear Models with R](https://scholariq.org/papers/linear-models-with-r/)
- [Building Bivariate Tables: The<b>compareGroups</b>Package for<i>R</i>](https://scholariq.org/papers/building-bivariate-tables-the-b-comparegroups-b-package-for-i-r-i/)
- [TIMSS 2011 User Guide for the International Database.](https://scholariq.org/papers/timss-2011-user-guide-for-the-international-database/)
- [Contour-Enhanced Funnel Plots for Meta-Analysis](https://scholariq.org/papers/contour-enhanced-funnel-plots-for-meta-analysis/)
- [Redefine statistical significance](https://scholariq.org/papers/redefine-statistical-significance-2/)
- [Environmental Exposure Mixtures: Questions and Methods to Address Them](https://scholariq.org/papers/environmental-exposure-mixtures-questions-and-methods-to-address-them/)
- [Rising complexity and falling explanatory power in ecology](https://scholariq.org/papers/rising-complexity-and-falling-explanatory-power-in-ecology/)
- [Same data, different analysts: variation in effect sizes due to analytical decisions in ecology and evolutionary biology](https://scholariq.org/papers/same-data-different-analysts-variation-in-effect-sizes-due-to-analytical/)

## Topic primary papers

- [No Adjustments Are Needed for Multiple Comparisons](https://scholariq.org/papers/no-adjustments-are-needed-for-multiple-comparisons/)
- [Extending the Linear Model with R: Generalized Linear, Mixed Effects and Nonparametric Regression Models](https://scholariq.org/papers/extending-the-linear-model-with-r-generalized-linear-mixed-effects-and/)
- [K-Nearest Neighbors](https://scholariq.org/papers/k-nearest-neighbors/)
- [Interactivity and Data Quality in Computer-Based Experiments](https://scholariq.org/papers/interactivity-and-data-quality-in-computer-based-experiments/)

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Source: ScholarIQ — public research metadata, principally OpenAlex. See https://scholariq.org/sources/ for provenance and https://scholariq.org/methodology/ for what these figures mean.