专题：Data Analysis with R

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.
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Software Updates

article Full Text OpenAlex

Sentinelle R* - Semantic Protection Module for AI Systems (16-Vector, R*3 Life Priority)

article Full Text OpenAlex

DSCode Comparator: An Interactive Interface for Comparing Models and Evaluating Code for Data Science Tasks

article Full Text OpenAlex

Univariate normality checking practices in L2 research: An AI-assisted systematic review

article Full Text OpenAlex

Fine-Scale spatial simulation and interpretation of occupational population distributions using big data and machine learning

article Full Text OpenAlex

Experiment 3 Data

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Experiment 1 Data

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Methodological Guidance for Predictor Variable Selection for Adolescent Smoking Outcomes in Global Youth Tobacco Survey Using R and Python

article Full Text OpenAlex

SAFEGUARDING SENSITIVE DATA IN LLM RACE - AWARENESS AND PROTECTION

article Full Text OpenAlex

Compelling Empirics in Quantitative Studies

article Full Text OpenAlex

近5年高被引文献
Submitted Publication

dataset Full Text OpenAlex 1326 FWCI0

Principles of Biostatistics

book Full Text OpenAlex 920 FWCI14.987

Species Distribution Modeling for Conservation Educators and Practitioners

report Full Text OpenAlex 494 FWCI0

The mindsponge and BMF analytics for innovative thinking in social sciences and humanities

preprint Full Text OpenAlex 355 FWCI87.327783

Machine learning and deep learning—A review for ecologists

article Full Text OpenAlex 350 FWCI61.4384

Cross validation for model selection: A review with examples from ecology

review Full Text OpenAlex 343 FWCI77.3018

Anytime Weighted Model Counting with Approximation Guarantees for Probabilistic Inference

preprint Full Text OpenAlex 283 FWCI11.1251

Overfitting, Model Tuning, and Evaluation of Prediction Performance

book-chapter Full Text OpenAlex 270 FWCI86.4049

Statistics and Related Topics

book-chapter Full Text OpenAlex 254 FWCI4.8085

Knowledge Discovery: Methods from data mining and machine learning

article Full Text OpenAlex 221 FWCI28.6636