Ecosyste.ms: Packages

An open API service providing package, version and dependency metadata of many open source software ecosystems and registries.

cran.r-project.org "statistics" keyword

Top 5.2% on cran.r-project.org
mlr 2.19.1 💰
Machine Learning in R
24 versions - Latest release: over 1 year ago - 39 dependent packages - 90 dependent repositories - 13.7 thousand downloads last month - 1,628 stars on GitHub - 1 maintainer
easystats 0.7.1 💰
Framework for Easy Statistical Modeling, Visualization, and Reporting
4 versions - Latest release: about 2 months ago - 1 dependent repositories - 3.06 thousand downloads last month - 1,000 stars on GitHub - 1 maintainer
Top 5.3% on cran.r-project.org
gtsummary 1.7.2 💰
Presentation-Ready Data Summary and Analytic Result Tables
29 versions - Latest release: 10 months ago - 17 dependent packages - 42 dependent repositories - 31.1 thousand downloads last month - 963 stars on GitHub - 1 maintainer
Top 5.1% on cran.r-project.org
performance 0.11.0 💰
Assessment of Regression Models Performance
33 versions - Latest release: 2 months ago - 34 dependent packages - 71 dependent repositories - 73.7 thousand downloads last month - 945 stars on GitHub - 1 maintainer
Top 3.0% on cran.r-project.org
grf 2.3.2
Generalized Random Forests
23 versions - Latest release: 3 months ago - 11 dependent packages - 21 dependent repositories - 6.35 thousand downloads last month - 931 stars on GitHub - 1 maintainer
Top 3.5% on cran.r-project.org
see 0.8.4 💰
Model Visualisation Toolbox for 'easystats' and 'ggplot2'
28 versions - Latest release: 23 days ago - 16 dependent packages - 52 dependent repositories - 20.1 thousand downloads last month - 794 stars on GitHub - 1 maintainer
Top 5.7% on cran.r-project.org
collapse 2.0.13 💰
Advanced and Fast Data Transformation
43 versions - Latest release: about 1 month ago - 25 dependent packages - 38 dependent repositories - 34.2 thousand downloads last month - 603 stars on GitHub - 1 maintainer
Top 6.4% on cran.r-project.org
sjPlot 2.8.16
Data Visualization for Statistics in Social Science
64 versions - Latest release: 9 days ago - 8 dependent packages - 32 dependent repositories - 37 thousand downloads last month - 598 stars on GitHub - 1 maintainer
Top 9.3% on cran.r-project.org
fivethirtyeight 0.6.2
Data and Code Behind the Stories and Interactives at 'FiveThirtyEight'
8 versions - Latest release: over 2 years ago - 3 dependent packages - 20 dependent repositories - 1.72 thousand downloads last month - 450 stars on GitHub - 1 maintainer
Top 3.1% on cran.r-project.org
effectsize 0.8.8 💰
Indices of Effect Size
26 versions - Latest release: 10 days ago - 25 dependent packages - 49 dependent repositories - 61.2 thousand downloads last month - 324 stars on GitHub - 1 maintainer
arsenal 3.6.3
An Arsenal of 'R' Functions for Large-Scale Statistical Summaries
22 versions - Latest release: almost 3 years ago - 2 dependent packages - 14 dependent repositories - 6.43 thousand downloads last month - 217 stars on GitHub - 1 maintainer
dabestr 2023.9.12
Data Analysis using Bootstrap-Coupled Estimation
9 versions - Latest release: 7 months ago - 1 dependent package - 2 dependent repositories - 539 downloads last month - 212 stars on GitHub - 1 maintainer
Top 7.1% on cran.r-project.org
tableone 0.13.2 💰
Create 'Table 1' to Describe Baseline Characteristics with or without Propensity Score Weights
23 versions - Latest release: about 2 years ago - 13 dependent packages - 21 dependent repositories - 15.4 thousand downloads last month - 204 stars on GitHub - 1 maintainer
statcheck 1.5.0
Extract Statistics from Articles and Recompute P-Values
6 versions - Latest release: 3 months ago - 3 dependent repositories - 323 downloads last month - 170 stars on GitHub - 1 maintainer
brainGraph 3.1.0
Graph Theory Analysis of Brain MRI Data
12 versions - Latest release: about 2 months ago - 1 dependent package - 2 dependent repositories - 714 downloads last month - 153 stars on GitHub - 1 maintainer
Top 7.4% on cran.r-project.org
bruceR 2023.8.23
Broadly Useful Convenient and Efficient R Functions
18 versions - Latest release: 9 months ago - 4 dependent packages - 4 dependent repositories - 2.81 thousand downloads last month - 149 stars on GitHub - 1 maintainer
Top 8.5% on cran.r-project.org
psycho 0.6.1
Efficient and Publishing-Oriented Workflow for Psychological Science
17 versions - Latest release: over 3 years ago - 5 dependent packages - 2 dependent repositories - 2.04 thousand downloads last month - 139 stars on GitHub - 1 maintainer
volesti 1.1.2 💰
Volume Approximation and Sampling of Convex Polytopes
12 versions - Latest release: over 3 years ago - 1 dependent repositories - 322 downloads last month - 130 stars on GitHub - 1 maintainer
Top 7.8% on cran.r-project.org
philentropy 0.8.0
Similarity and Distance Quantification Between Probability Functions
11 versions - Latest release: 6 months ago - 20 dependent packages - 36 dependent repositories - 5.16 thousand downloads last month - 125 stars on GitHub - 1 maintainer
DoubleML 1.0.0
Double Machine Learning in R
13 versions - Latest release: 3 months ago - 1 dependent package - 1 dependent repositories - 1.22 thousand downloads last month - 113 stars on GitHub - 1 maintainer
Top 9.0% on cran.r-project.org
rsdmx 0.6-3
Tools for Reading SDMX Data and Metadata
27 versions - Latest release: 9 months ago - 11 dependent packages - 16 dependent repositories - 1.85 thousand downloads last month - 96 stars on GitHub - 1 maintainer
Top 8.7% on cran.r-project.org
OpenML 1.12 💰
Open Machine Learning and Open Data Platform
12 versions - Latest release: over 1 year ago - 4 dependent packages - 5 dependent repositories - 572 downloads last month - 93 stars on GitHub - 1 maintainer
readabs 0.4.14
Download and Tidy Time Series Data from the Australian Bureau of Statistics
21 versions - Latest release: 10 months ago - 7 dependent repositories - 716 downloads last month - 93 stars on GitHub - 1 maintainer
autoplotly 0.1.4 💰
Automatic Generation of Interactive Visualizations for Statistical Results
5 versions - Latest release: about 3 years ago - 3 dependent repositories - 556 downloads last month - 85 stars on GitHub - 1 maintainer
Top 2.9% on cran.r-project.org
OpenMx 2.21.11
Extended Structural Equation Modelling
55 versions - Latest release: 6 months ago - 24 dependent packages - 37 dependent repositories - 21.1 thousand downloads last month - 84 stars on GitHub - 1 maintainer
scperturbR 0.1.0
E-Statistics for Seurat Objects
1 version - Latest release: about 1 year ago - 147 downloads last month - 83 stars on GitHub - 1 maintainer
wikipediatrend 2.1.6 removed
Public Subject Attention via Wikipedia Page View Statistics
10 versions - Latest release: almost 4 years ago - 1 dependent repositories - 288 downloads last month - 78 stars on GitHub - 1 maintainer
Top 7.7% on cran.r-project.org
lfda 1.1.3 💰
Local Fisher Discriminant Analysis
5 versions - Latest release: almost 5 years ago - 3 dependent packages - 8 dependent repositories - 1.46 thousand downloads last month - 77 stars on GitHub - 1 maintainer
vtree 5.6.5
Display Information About Nested Subsets of a Data Frame
10 versions - Latest release: over 1 year ago - 1 dependent repositories - 659 downloads last month - 74 stars on GitHub - 1 maintainer
Top 4.2% on cran.r-project.org
VineCopula 2.5.0
Statistical Inference of Vine Copulas
32 versions - Latest release: 11 months ago - 17 dependent packages - 22 dependent repositories - 3.05 thousand downloads last month - 72 stars on GitHub - 1 maintainer
statsr 0.3.0
Companion Software for the Coursera Statistics with R Specialization
3 versions - Latest release: over 3 years ago - 3 dependent repositories - 1.99 thousand downloads last month - 70 stars on GitHub - 1 maintainer
pipeliner 0.1.1
Machine Learning Pipelines for R
2 versions - Latest release: over 7 years ago - 161 downloads last month - 67 stars on GitHub - 1 maintainer
diffpriv 0.4.2
Easy Differential Privacy
1 version - Latest release: almost 7 years ago - 234 downloads last month - 65 stars on GitHub - 1 maintainer
sgd 1.1.2
Stochastic Gradient Descent for Scalable Estimation
5 versions - Latest release: 4 months ago - 1 dependent package - 5 dependent repositories - 352 downloads last month - 59 stars on GitHub - 1 maintainer
dml 1.1.0 💰
Distance Metric Learning in R
1 version - Latest release: over 8 years ago - 198 downloads last month - 58 stars on GitHub - 1 maintainer
priceR 1.0.1
Economics and Pricing Tools
13 versions - Latest release: 7 months ago - 1 dependent package - 4 dependent repositories - 903 downloads last month - 55 stars on GitHub - 1 maintainer
lmtp 1.3.3
Non-Parametric Causal Effects of Feasible Interventions Based on Modified Treatment Policies
8 versions - Latest release: about 2 months ago - 550 downloads last month - 54 stars on GitHub - 1 maintainer
FunnelPlotR 0.5.0
Funnel Plots for Comparing Institutional Performance
10 versions - Latest release: about 1 month ago - 592 downloads last month - 53 stars on GitHub - 1 maintainer
Top 9.6% on cran.r-project.org
NNS 10.8.2
Nonlinear Nonparametric Statistics
97 versions - Latest release: 10 days ago - 2 dependent packages - 1 dependent repositories - 1.73 thousand downloads last month - 50 stars on GitHub - 1 maintainer
MARSS 3.11.9
Multivariate Autoregressive State-Space Modeling
26 versions - Latest release: 3 months ago - 4 dependent packages - 4 dependent repositories - 893 downloads last month - 50 stars on GitHub - 1 maintainer
Top 7.3% on cran.r-project.org
extraDistr 1.10.0
Additional Univariate and Multivariate Distributions
19 versions - Latest release: 6 months ago - 58 dependent packages - 144 dependent repositories - 18.8 thousand downloads last month - 49 stars on GitHub - 1 maintainer
Top 9.4% on cran.r-project.org
loon 1.4.1
Interactive Statistical Data Visualization
18 versions - Latest release: 11 months ago - 7 dependent packages - 6 dependent repositories - 582 downloads last month - 48 stars on GitHub - 1 maintainer
Top 9.4% on cran.r-project.org
umx 4.20.0
Structural Equation Modeling and Twin Modeling in R
40 versions - Latest release: about 1 month ago - 2 dependent packages - 6 dependent repositories - 2.63 thousand downloads last month - 43 stars on GitHub - 1 maintainer
grafify 4.0.1
Easy Graphs for Data Visualisation and Linear Models for ANOVA
9 versions - Latest release: 3 months ago - 1 dependent repositories - 577 downloads last month - 42 stars on GitHub - 1 maintainer
bmlm 1.3.15
Bayesian Multilevel Mediation
17 versions - Latest release: 8 months ago - 1 dependent repositories - 505 downloads last month - 42 stars on GitHub - 1 maintainer
Top 5.2% on cran.r-project.org
rpart 4.1.23
Recursive Partitioning and Regression Trees
82 versions - Latest release: 6 months ago - 299 dependent packages - 1,022 dependent repositories - 82.8 thousand downloads last month - 41 stars on GitHub - 1 maintainer
Top 7.5% on cran.r-project.org
xplorerr 0.1.2
Tools for Interactive Data Exploration
3 versions - Latest release: about 3 years ago - 6 dependent packages - 9 dependent repositories - 13 thousand downloads last month - 34 stars on GitHub - 1 maintainer
segregation 1.1.0
Entropy-Based Segregation Indices
9 versions - Latest release: 6 months ago - 419 downloads last month - 34 stars on GitHub - 1 maintainer
Top 9.3% on cran.r-project.org
lava 1.8.0
Latent Variable Models
43 versions - Latest release: 3 months ago - 15 dependent packages - 46 dependent repositories - 148 thousand downloads last month - 33 stars on GitHub - 1 maintainer
Top 9.5% on cran.r-project.org
rvinecopulib 0.6.3.1.1
High Performance Algorithms for Vine Copula Modeling
29 versions - Latest release: about 1 year ago - 9 dependent packages - 9 dependent repositories - 953 downloads last month - 33 stars on GitHub - 1 maintainer
oddsratio 2.0.1 💰
Odds Ratio Calculation for GAM(M)s & GLM(M)s
8 versions - Latest release: almost 4 years ago - 1 dependent package - 758 downloads last month - 32 stars on GitHub - 1 maintainer
sknifedatar 0.1.2 removed
Swiss Knife of Data
2 versions - Latest release: almost 3 years ago - 30 stars on GitHub - 1 maintainer
Top 9.1% on cran.r-project.org
joineRML 0.4.6
Joint Modelling of Multivariate Longitudinal Data and Time-to-Event Outcomes
13 versions - Latest release: over 1 year ago - 3 dependent packages - 22 dependent repositories - 29 stars on GitHub - 1 maintainer
brglm2 0.9.2
Bias Reduction in Generalized Linear Models
19 versions - Latest release: 7 months ago - 12 dependent packages - 17 dependent repositories - 3.29 thousand downloads last month - 28 stars on GitHub - 1 maintainer
greybox 2.0.0
Toolbox for Model Building and Forecasting
39 versions - Latest release: 8 months ago - 12 dependent packages - 9 dependent repositories - 5.67 thousand downloads last month - 28 stars on GitHub - 1 maintainer
rsimsum 0.13.0
Analysis of Simulation Studies Including Monte Carlo Error
21 versions - Latest release: 3 months ago - 1 dependent repositories - 472 downloads last month - 26 stars on GitHub - 1 maintainer
multinma 0.7.0
Bayesian Network Meta-Analysis of Individual and Aggregate Data
12 versions - Latest release: 15 days ago - 1 dependent repositories - 608 downloads last month - 25 stars on GitHub - 1 maintainer
TidyDensity 1.4.0
Functions for Tidy Analysis and Generation of Random Data
13 versions - Latest release: 26 days ago - 1 dependent package - 1 dependent repositories - 1.18 thousand downloads last month - 24 stars on GitHub - 1 maintainer
Top 5.5% on cran.r-project.org
cvAUC 1.1.4
Cross-Validated Area Under the ROC Curve Confidence Intervals
5 versions - Latest release: over 2 years ago - 8 dependent packages - 183 dependent repositories - 3.46 thousand downloads last month - 23 stars on GitHub - 1 maintainer
hstats 1.1.2
Interaction Statistics
7 versions - Latest release: 4 months ago - 353 downloads last month - 22 stars on GitHub - 1 maintainer
jsmodule 1.5.4
'RStudio' Addins and 'Shiny' Modules for Medical Research
46 versions - Latest release: 15 days ago - 942 downloads last month - 21 stars on GitHub - 1 maintainer
densratio 0.2.1
Density Ratio Estimation
3 versions - Latest release: almost 5 years ago - 1 dependent package - 2 dependent repositories - 229 downloads last month - 21 stars on GitHub - 1 maintainer
condvis 0.5-1
Conditional Visualization for Statistical Models
7 versions - Latest release: over 5 years ago - 19 dependent repositories - 252 downloads last month - 20 stars on GitHub - 1 maintainer
SuperExactTest 1.1.0 💰
Exact Test and Visualization of Multi-Set Intersections
9 versions - Latest release: about 2 years ago - 1 dependent repositories - 266 downloads last month - 19 stars on GitHub - 1 maintainer
polypoly 0.0.3
Helper Functions for Orthogonal Polynomials
2 versions - Latest release: over 1 year ago - 213 downloads last month - 19 stars on GitHub - 1 maintainer
superb 0.95.9
Summary Plots with Adjusted Error Bars
9 versions - Latest release: 3 months ago - 1 dependent package - 1 dependent repositories - 560 downloads last month - 18 stars on GitHub - 1 maintainer
modeltime.resample 0.2.3 removed
Resampling Tools for Time Series Forecasting
5 versions - Latest release: about 1 year ago - 3 dependent packages - 3 dependent repositories - 524 downloads last month - 17 stars on GitHub - 1 maintainer
fastmatrix 0.5-772
Fast Computation of some Matrices Useful in Statistics
19 versions - Latest release: 4 months ago - 4 dependent packages - 7 dependent repositories - 1.93 thousand downloads last month - 17 stars on GitHub - 1 maintainer
blandr 0.5.1
Bland-Altman Method Comparison
3 versions - Latest release: about 6 years ago - 2 dependent repositories - 917 downloads last month - 16 stars on GitHub - 1 maintainer
rfUtilities 2.1-5 removed
Random Forests Model Selection and Performance Evaluation
11 versions - Latest release: over 4 years ago - 3 dependent repositories - 745 downloads last month - 16 stars on GitHub - 1 maintainer
esci 1.0.2
Estimation Statistics with Confidence Intervals
1 version - Latest release: 2 months ago - 269 downloads last month - 16 stars on GitHub - 1 maintainer
DramaAnalysis 3.0.2
Analysis of Dramatic Texts
3 versions - Latest release: over 3 years ago - 239 downloads last month - 15 stars on GitHub - 1 maintainer
baseballDBR 0.1.2 removed
Sabermetrics and Advanced Baseball Statistics
1 version - Latest release: almost 7 years ago - 303 downloads last month - 15 stars on GitHub - 1 maintainer
burnr 0.6.1
Forest Fire History Analysis
12 versions - Latest release: about 2 years ago - 1 dependent repositories - 366 downloads last month - 15 stars on GitHub - 1 maintainer
rcosmo 1.1.3 removed
Cosmic Microwave Background Data Analysis
5 versions - Latest release: over 2 years ago - 15 stars on GitHub
dpm 1.2.0
Dynamic Panel Models Fit with Maximum Likelihood
1 version - Latest release: 4 months ago - 181 downloads last month - 15 stars on GitHub - 1 maintainer
hermiter 2.3.1
Efficient Sequential and Batch Estimation of Univariate and Bivariate Probability Density Functio...
8 versions - Latest release: 3 months ago - 404 downloads last month - 14 stars on GitHub - 1 maintainer
mortAAR 1.1.6
Analysis of Archaeological Mortality Data
9 versions - Latest release: 3 months ago - 292 downloads last month - 13 stars on GitHub - 1 maintainer
confintr 1.0.2
Confidence Intervals
7 versions - Latest release: 12 months ago - 2 dependent packages - 9.91 thousand downloads last month - 13 stars on GitHub - 1 maintainer
statquotes 0.3.2
Quotes on Statistics, Data Visualization and Science
5 versions - Latest release: 8 months ago - 243 downloads last month - 12 stars on GitHub - 1 maintainer
sparsevar 0.1.0 💰
Sparse VAR/VECM Models Estimation
7 versions - Latest release: about 3 years ago - 3 dependent packages - 1 dependent repositories - 364 downloads last month - 12 stars on GitHub - 1 maintainer
txshift 0.3.8
Efficient Estimation of the Causal Effects of Stochastic Interventions
5 versions - Latest release: over 2 years ago - 7 dependent repositories - 238 downloads last month - 12 stars on GitHub - 1 maintainer
brms.mmrm 0.1.0
Bayesian MMRMs using 'brms'
2 versions - Latest release: 3 months ago - 637 downloads last month - 12 stars on GitHub - 1 maintainer
RMixtCompUtilities 4.1.6
Utility Functions for 'MixtComp' Outputs
7 versions - Latest release: 8 months ago - 1 dependent package - 1 dependent repositories - 312 downloads last month - 12 stars on GitHub - 1 maintainer
czso 0.3.12
Use Open Data from the Czech Statistical Office in R
9 versions - Latest release: about 2 months ago - 1 dependent package - 1 dependent repositories - 12 stars on GitHub - 1 maintainer
RMixtCompIO 4.0.11
Minimal Interface of the C++ 'MixtComp' Library for Mixture Models with Heterogeneous and (Partia...
10 versions - Latest release: 8 months ago - 2 dependent packages - 1 dependent repositories - 338 downloads last month - 12 stars on GitHub - 1 maintainer
RMixtComp 4.1.4
Mixture Models with Heterogeneous and (Partially) Missing Data
7 versions - Latest release: 11 months ago - 12 stars on GitHub - 1 maintainer
vinereg 0.10.0
D-Vine Quantile Regression
15 versions - Latest release: 3 months ago - 327 downloads last month - 11 stars on GitHub - 1 maintainer
DirStats 0.1.9
Nonparametric Methods for Directional Data
5 versions - Latest release: 9 months ago - 3 dependent packages - 1 dependent repositories - 775 downloads last month - 11 stars on GitHub - 1 maintainer
tgstat 2.3.27
Amos Tanay's Group High Performance Statistical Utilities
11 versions - Latest release: 3 months ago - 1 dependent package - 6 dependent repositories - 367 downloads last month - 11 stars on GitHub - 1 maintainer
shinybrms 1.8.0
Graphical User Interface ('shiny' App) for 'brms'
12 versions - Latest release: almost 2 years ago - 321 downloads last month - 10 stars on GitHub - 1 maintainer
vardpoor 0.20.1
Variance Estimation for Sample Surveys by the Ultimate Cluster Method
54 versions - Latest release: over 3 years ago - 3 dependent packages - 2 dependent repositories - 645 downloads last month - 10 stars on GitHub - 1 maintainer
bootES 1.3.0
Bootstrap Confidence Intervals on Effect Sizes
5 versions - Latest release: about 1 year ago - 2 dependent packages - 2 dependent repositories - 1.73 thousand downloads last month - 10 stars on GitHub - 1 maintainer
goffda 0.1.2
Goodness-of-Fit Tests for Functional Data
6 versions - Latest release: 7 months ago - 1 dependent package - 1 dependent repositories - 297 downloads last month - 10 stars on GitHub - 1 maintainer
MetricsWeighted 1.0.3
Weighted Metrics and Performance Measures for Machine Learning
14 versions - Latest release: 6 months ago - 1 dependent package - 1 dependent repositories - 880 downloads last month - 10 stars on GitHub - 1 maintainer
ivdesc 1.1.1
Profiling Compliers and Non-Compliers for Instrumental Variable Analysis
3 versions - Latest release: over 1 year ago - 358 downloads last month - 10 stars on GitHub - 1 maintainer
ggplot.multistats 1.0.0
Multiple Summary Statistics for Binned Stats/Geometries
1 version - Latest release: over 4 years ago - 1 dependent package - 3 dependent repositories - 3.52 thousand downloads last month - 10 stars on GitHub - 1 maintainer
episensr 1.3.0
Basic Sensitivity Analysis of Epidemiological Results
16 versions - Latest release: 9 months ago - 1 dependent package - 1 dependent repositories - 468 downloads last month - 10 stars on GitHub - 1 maintainer
sparklyr.flint 0.2.2
Sparklyr Extension for 'Flint'
4 versions - Latest release: over 2 years ago - 893 downloads last month - 9 stars on GitHub - 1 maintainer
fastcpd 0.14.3
Fast Change Point Detection via Sequential Gradient Descent
14 versions - Latest release: 26 days ago - 621 downloads last month - 9 stars on GitHub - 1 maintainer
Related Keywords
r 145 r-package 50 cran 35 rstats 31 machine-learning 25 data-science 19 time-series 13 data-analysis 10 bayesian 9 data-visualization 9 visualization 8 estimation 8 ggplot2 7 econometrics 7 regression 6 statistical-analysis 6 missing-data 5 simulation 5 causal-inference 5 classification 5 bootstrap 5 clustering 5 probability 5 copula 4 exploratory-data-analysis 4 hypothesis-testing 4 graphical-models 4 c-plus-plus 4 economics 4 cpp 4 data 4 confidence-intervals 4 stan 4 sampling 4 modeling 4 linear-models 4 linear-regression 4 rcpp 4 r-stats 4 survival-analysis 4 package 4 regression-models 4 hacktoberfest 4 reproducible-research 4 summary-statistics 4 r-language 3 easystats 3 modelling 3 rpackage 3 stats 3 multilevel-models 3 correlation 3 shiny 3 models 3 censored-data 3 time-series-analysis 3 neuroscience 3 descriptive-statistics 3 dataset 3 forecasting 3 nonparametric-statistics 3 robust-statistics 3 multivariate-analysis 3 inflation 3 vine 3 plotting 3 mixture-model 3 bayesian-inference 3 ecology 3 mixed-data 3 datascience 3 psychology 3 heterogeneous-data 3 reproducibility 3 official-statistics 3 teaching 2 tidy 2 mixed-effects 2 cross-validation 2 predictive-modeling 2 api 2 networkscience 2 nonparametric 2 distribution 2 variance 2 targeted-learning 2 clinical-trials 2 sample-size 2 stochastic-interventions 2 feature-selection 2 metric-learning 2 distance-metric-learning 2 dimensionality-reduction 2 error-bars 2 science 2 python 2 pipeline 2 structural-equation-modeling 2 openmx 2 statistical-simulation 2