關於一個特定類型分析的幫助,在CranView上有很好的整合資源,CranView會給你一個關於那個領域主要R包的列表及闡述。
我們是如何遇到一個R包的呢,很所時候是看到有人用了,這種來源往往是稀稀疏疏的,不成體系。而CranView是選擇R工具作爲分析前很好的資源,在這裏,可以看到優秀的團隊如何就該領域給出解決方案和角度。目前CranView 上面有的項目是:
項目名稱 | 及其字面意思 |
---|---|
Bayesian | Bayesian Inference |
ChemPhys | Chemometrics and Computational Physics |
ClinicalTrials | Clinical Trial Design, Monitoring, and Analysis |
Cluster | Cluster Analysis & Finite Mixture Models |
Databases | Databases with R |
DifferentialEquations | Differential Equations |
Distributions | Probability Distributions |
Econometrics | Econometrics |
Environmetrics | Analysis of Ecological and Environmental Data |
ExperimentalDesign | Design of Experiments (DoE) & Analysis of Experimental Data |
ExtremeValue | Extreme Value Analysis |
Finance | Empirical Finance |
FunctionalData | Functional Data Analysis |
Genetics | Statistical Genetics |
Graphics | Graphic Displays & Dynamic Graphics & Graphic Devices & Visualization |
HighPerformanceComputing | High-Performance and Parallel Computing with R |
Hydrology | Hydrological Data and Modeling |
MachineLearning | Machine Learning & Statistical Learning |
MedicalImaging | Medical Image Analysis |
MetaAnalysis | Meta-Analysis |
MissingData | Missing Data |
ModelDeployment | Model Deployment with R |
Multivariate | Multivariate Statistics |
NaturalLanguageProcessing | Natural Language Processing |
NumericalMathematics | Numerical Mathematics |
OfficialStatistics | Official Statistics & Survey Methodology |
Optimization | Optimization and Mathematical Programming |
Pharmacokinetics | Analysis of Pharmacokinetic Data |
Phylogenetics | Phylogenetics, Especially Comparative Methods |
Psychometrics | Psychometric Models and Methods |
ReproducibleResearch | Reproducible Research |
Robust | Robust Statistical Methods |
SocialSciences | Statistics for the Social Sciences |
Spatial | Analysis of Spatial Data |
SpatioTemporal | Handling and Analyzing Spatio-Temporal Data |
Survival | Survival Analysis |
TeachingStatistics | Teaching Statistics |
TimeSeries | Time Series Analysis |
Tracking | Processing and Analysis of Tracking Data |
WebTechnologies | Web Technologies and Services |
gR | gRaphical Models in R |
如果您是做單細胞或空間組學研究,那麼Cluster和MedicalImaging,Spatial是值得關注的。