Learn R Programming

⚠️There's a newer version (5.2-3) of this package.Take me there.

Hmisc (version 3.0-10)

Harrell Miscellaneous

Description

The Hmisc library contains many functions useful for data analysis, high-level graphics, utility operations, functions for computing sample size and power, importing datasets, imputing missing values, advanced table making, variable clustering, character string manipulation, conversion of S objects to LaTeX code, and recoding variables.

Copy Link

Version

Install

install.packages('Hmisc')

Monthly Downloads

215,759

Version

3.0-10

License

GPL version 2 or newer

Homepage

http://biostat.mc.vanderbilt.edu/s/Hmisc

Maintainer

Charles Dupont

Last Published

March 16th, 2025

Functions in Hmisc (3.0-10)

Faciliate Use of save and load to Remote Directories

Lag a Numeric, Character, or Factor Vector

Miscellaneous Functions

Power of Cox/log-rank Two-Sample Test

Check if All Elements in Character Vector are Numeric

Convert an S object to HTML

Power and Sample Size for Two-Sample Binomial Test

Plot Restricted Cubic Spline Function

Overview of Hmisc Library

Representativeness of Observations in a Data Set

Group Sequential Boundaries using the Lan-DeMets Approach

Indexes of Absolute Prediction Error for Linear Models

Box-Percentile Panel Function for Trellis

dropUnusedLevels

Create Temporary Factor Subsetting Function

Label Attribute of an Object

Flexible Event Chart for Time-to-Event Data

Convert an S object to LaTeX, and Related Utilities

Power and Sample Size for Ordinal Response

Generate Multinomial Random Variables with Varying Probabilities

Back to Back Histograms

Design Effect and Intra-cluster Correlation

Generic Functions and Methods for Imputation

Download and Install Datasets for Hmisc, Design, and Statistical Modeling

Restricted Cubic Spline Design Matrix

Bootstrap Repeated Measurements Model

Apply a Function to Rows of a Matrix or Vector

Plot Error Bars

Display Colors, Plotting Symbols, and Symbol Numeric Equivalents

Reorder Factor Levels

Rank Correlation for Censored Data

print.char.matrix

Function to print a matrix with stacked cells

Find Close Matches

Rank Correlation for Paired Predictors with a Censored Response

Character String Editing and Miscellaneous Character Handling Functions

Postscript and Adobe PDF Setup for 35mm Slides and Other Formats

Multiple Imputation using Additive Regression, Bootstrapping, and Predictive Mean Matching

Graphic Representation of a Frequency Table

Simulate Power of 2-Sample Test for Survival under Complex Conditions

First Principal Component

na.detail.response

Detailed Response Variable Information

Enhanced Dot Chart

Print and Object with its Name

Linear Extrapolation

Run Unix or Dos Depending on System

Score a Series of Binary Variables

Draw Axes With Side-Specific mgp Parameters

t-test for Clustered Data

Source a File from the Current Working Directory

Sample Size for 2-sample Binomial

Metadata for a Data Frame

Empirical Cumulative Distribution Plot

Additive Regression and Transformations using ace or avas

Enhanced Importing of SAS Transport Files using read.xport

Somers' Dxy Rank Correlation

Convert between the 4 different coordinate sytems on a graphical device

summary.formula

Summarize Data for Making Tables and Plots

Label Curves, Make Keys, and Interactively Draw Points and Curves

Harrell-Davis Distribution-Free Quantile Estimator

Compute Summary Statistics on a Vector

Matrix of Hoeffding's D Statistics

Minor Tick Marks

Translate Vector or Matrix of Text Strings

Read Comma-Separated Text Data Files

Date/Time/Directory Stamp the Current Plot

Do-nothing na.action

Row-wise Deletion na.action

Enhanced Importing of STATA Files

plotCorrPrecision

Plot Precision of Estimate of Pearson Correlation Coefficient

Convert a SAS Dataset to an S Data Frame

Character strings from unquoted names

Cut a Numeric Variable into Intervals

Format a Data Frame or Matrix for LaTeX or HTML

Variable Clustering

Concise Statistical Description of a Vector, Matrix, Data Frame, or Formula

data.frame.create.modify.check

Tips for Creating, Modifying, and Checking Data Frames

Enhanced Importing of SPSS Files

Special Version of legend for R

Update a Data Frame or Cleanup a Data Frame after Importing

Pretty-print the Structure of a Data Object

Weighted Statistical Estimates

Plot smoothed estimates

Find Matching (or Non-Matching) Elements

Box-percentile plots

Bootstrap Kaplan-Meier Estimates

Gaussian Bayesian Posterior and Predictive Distributions

Produces event.history graph for survival data

First Word in a String or Expression

Embed a new plot within an existing plot

Internal Hmisc functions

Confidence Intervals for Binomial Probabilities

Mean x vs. function of y in groups of x

rcspline.restate

Re-state Restricted Cubic Spline Function

One-Dimensional Scatter Diagram, Spike Histogram, or Density

Transformations/Imputations using Canonical Variates

xyplot and dotplot with Matrix Variables to Plot Error Bars and Bands

Reshape Matrices and Serial Data

Statistics by Categories

Power of Interaction Test for Exponential Survival

hist.data.frame

Histograms for Variables in a Data Frame

Matrix of Correlations and Generalized Spearman Rank Correlation

Store an Object Permanently

solve Function with tol argument

Summarize Scalars or Matrices by Cross-Classification

Units Attribute of a Vector