survey - Analysis of Complex Survey Samples
Summary statistics, two-sample tests, rank tests, generalised linear models, cumulative link models, Cox models, loglinear models, and general maximum pseudolikelihood estimation for multistage stratified, cluster-sampled, unequally weighted survey samples. Variances by Taylor series linearisation or replicate weights. Post-stratification, calibration, and raking. Two-phase and multiphase subsampling designs. Graphics. PPS sampling without replacement. Small-area estimation. Dual-frame designs.
Last updated 2 months ago
14.05 score 1 stars 227 packages 13k scripts 73k downloadsleaps - Regression Subset Selection
Regression subset selection, including exhaustive search.
Last updated 5 months ago
10.37 score 8 stars 165 packages 4.6k scripts 130k downloadsmitools - Tools for Multiple Imputation of Missing Data
Tools to perform analyses and combine results from multiple-imputation datasets.
Last updated 6 years ago
9.50 score 241 packages 692 scripts 63k downloadsbiglm - Bounded Memory Linear and Generalized Linear Models
Regression for data too large to fit in memory.
Last updated 5 months ago
6.42 score 1 stars 31 packages 438 scripts 16k downloadssvyVGAM - Design-Based Inference in Vector Generalised Linear Models
Provides inference based on the survey package for the wide range of parametric models in the 'VGAM' package.
Last updated 2 years ago
5.99 score 6 stars 1 packages 54 scripts 335 downloadsrmeta - Meta-Analysis
Functions for simple fixed and random effects meta-analysis for two-sample comparisons and cumulative meta-analyses. Draws standard summary plots, funnel plots, and computes summaries and tests for association and heterogeneity.
Last updated 7 years ago
5.56 score 1 stars 20 packages 214 scripts 2.8k downloadsrimu - Responses in Multiplex
Tools for manipulating, exploring, and visualising multiple-response data, including scored or ranked responses. Conversions to and from factors, lists, strings, matrices; reordering, lumping, flattening; set operations; tables; frequency and co-occurrence plots.
Last updated 8 months ago
5.38 score 4 stars 10 scripts 167 downloadssvylme - Linear Mixed Models for Complex Survey Data
Linear mixed models for complex survey data, by pairwise composite likelihood, as described in Lumley & Huang (2023) <arXiv:2311.13048>. Supports nested and crossed random effects, and correlated random effects as in genetic models. Allows for multistage sampling and for other designs where pairwise sampling probabilities are specified or can be calculated.
Last updated 4 months ago
5.07 score 34 stars 15 scripts 1.5k downloadshextri - Hexbin Plots with Triangles
Display hexagonally binned scatterplots for multi-class data, using coloured triangles to show class proportions.
Last updated 2 years ago
5.01 score 17 stars 12 scripts 197 downloadsDHBins - Hexmaps for NZ District Health Boards
Draws stylized choropleth maps -- hexagonal maps and triangular multiclass hex maps -- for New Zealand District Health Boards and Regional Council areas. These allow faceted, coloured displays of quantitative information for comparison across District Health Boards or Regional Councils. The preprint Lumley (2019) <arXiv:1912.04435> is based on the methods in this package.
Last updated 2 years ago
4.59 score 3 stars 13 scripts 121 downloadsbigQF - Quadratic Forms in Large Matrices
A computationally-efficient leading-eigenvalue approximation to tail probabilities and quantiles of large quadratic forms, in particular for the Sequence Kernel Association Test (SKAT) used in genomics <doi:10.1002/gepi.22136>. Also provides stochastic singular value decomposition for dense or sparse matrices.
Last updated 3 years ago
4.30 score 6 stars 11 scripts 211 downloadsxkcdcolors - Color Names from the XKCD Color Survey
The XKCD color survey asked participants to name colours. Randall Munroe published the top thousand(roughly) names and their sRGB hex values. This package lets you use them.
Last updated 3 months ago
3.40 score 5 stars 6 scripts 133 downloads