Hmisc5.2-0 package

Harrell Miscellaneous

abs.error.pred

Indexes of Absolute Prediction Error for Linear Models

addggLayers

addggLayers

addMarginal

Add Marginal Observations

all.is.numeric

Check if All Elements in Character Vector are Numeric

approxExtrap

Linear Extrapolation

areg

Additive Regression with Optimal Transformations on Both Sides using C...

aregImpute

Multiple Imputation using Additive Regression, Bootstrapping, and Pred...

binconf

Confidence Intervals for Binomial Probabilities

biVar

Bivariate Summaries Computed Separately by a Series of Predictors

bootkm

Bootstrap Kaplan-Meier Estimates

bpower

Power and Sample Size for Two-Sample Binomial Test

bpplot

Box-percentile plots

bystats

Statistics by Categories

capitalize

capitalize the first letter of a string

ciapower

Power of Interaction Test for Exponential Survival

cnvrt.coords

Convert between the 5 different coordinate sytems on a graphical devic...

combine.levels

combine.levels

combplotp

Combination Plot

completer

completer

consolidate

Element Merging

contents

Metadata for a Data Frame

cpower

Power of Cox/log-rank Two-Sample Test

Cs

Character strings from unquoted names

csv.get

Read Comma-Separated Text Data Files

curveRep

Representative Curves

cut2

Cut a Numeric Variable into Intervals

data.frame.create.modify.check

Tips for Creating, Modifying, and Checking Data Frames

dataRep

Representativeness of Observations in a Data Set

deff

Design Effect and Intra-cluster Correlation

describe

Concise Statistical Description of a Vector, Matrix, Data Frame, or Fo...

discrete

Discrete Vector tools

dotchart2

Enhanced Dot Chart

dotchart3

Enhanced Version of dotchart Function

dotchartpl

Enhanced Version of dotchart Function for plotly

ebpcomp

ebpcomp

Ecdf

Empirical Cumulative Distribution Plot

ecdfSteps

ecdfSteps

epi

Miscellaneous Functions for Epidemiology

equalBins

Multicolumn Formating

errbar

Plot Error Bars

escapeRegex

Escapes any characters that would have special meaning in a reqular ex...

estSeqMarkovOrd

estSeqMarkovOrd

estSeqSim

estSeqSim

event.chart

Flexible Event Chart for Time-to-Event Data

event.convert

Event Conversion for Time-to-Event Data

event.history

Produces event.history graph for survival data

extractlabs

extractlabs

fImport

fImport

find.matches

Find Close Matches

first.word

First Word in a String or Expression

format.df

Format a Data Frame or Matrix for LaTeX or HTML

format.pval

Format P Values

gbayes

Gaussian Bayesian Posterior and Predictive Distributions

gbayesSeqSim

gbayesSeqSim

getabd

getabd

getHdata

Download and Install Datasets for Hmisc, rms, and Statistical Mode...

getRs

Interact with github rscripts Project

getZip

Open a Zip File From a URL

ggfreqScatter

Frequency Scatterplot

ggMisc

Miscellaneous ggplot2 and grid Helper Functions

ggplotlyr

ggplotlyr

GiniMd

Gini's Mean Difference

hashCheck

hashCheck

hdquantile

Harrell-Davis Distribution-Free Quantile Estimator

hidingTOC

Moving and Hiding Table of Contents

hist.data.frame

Histograms for Variables in a Data Frame

histbackback

Back to Back Histograms

histboxp

Use plotly to Draw Stratified Spike Histogram and Box Plot Statistics

hlab

hlab

hlabs

hlabs

Hmisc-internal

Internal Hmisc functions

hoeffd

Matrix of Hoeffding's D Statistics

html

Convert an S object to HTML

htmltabv

htmltabc

impute

Generic Functions and Methods for Imputation

intMarkovOrd

intMarkovOrd

knitrSet

knitr Setup and plotly Service Function

labcurve

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

label

Label Attribute of an Object

Lag

Lag a Numeric, Character, or Factor Vector

latestFile

latestFile

latex

Convert an S object to LaTeX, and Related Utilities

latexCheckOptions

Check whether the options for latex functions have been specified.

latexDotchart

Enhanced Dot Chart for LaTeX Picture Environment with epic

latexTabular

Convert a Data Frame or Matrix to a LaTeX Tabular

latexTherm

Create LaTeX Thermometers and Colored Needles

legendfunctions

Legend Creation Functions

list.tree

Pretty-print the Structure of a Data Object

makeNstr

creates a string that is a repeat of a substring

mApply

Apply a Function to Rows of a Matrix or Vector

mChoice

Methods for Storing and Analyzing Multiple Choice Variables

mdb.get

Read Tables in a Microsoft Access Database

meltData

meltData

Merge

Merge Multiple Data Frames or Data Tables

mgp.axis

Draw Axes With Side-Specific mgp Parameters

minor.tick

Minor Tick Marks

Misc

Miscellaneous Functions

movStats

movStats

mtitle

Margin Titles

multLines

Plot Multiple Lines

na.delete

Row-wise Deletion na.action

na.detail.response

Detailed Response Variable Information

na.keep

Do-nothing na.action

nCoincident

nCoincident

nin

Find Matching (or Non-Matching) Elements

nobsY

Compute Number of Observations for Left Hand Side of Formula

nstr

Creates a string of arbitry length

num.intercepts

Extract number of intercepts

Overview

Overview of Hmisc Library

pairUpDiff

pairUpDiff

panel.bpplot

Box-Percentile Panel Function for Trellis

partition

Patitions an object into different sets

pc1

First Principal Component

plot.princmp

plot.princmp

plotCorrM

plotCorrM

plotCorrPrecision

Plot Precision of Estimate of Pearson Correlation Coefficient

plotlyM

plotly Multiple

plsmo

Plot smoothed estimates

pMedian

pMedian

popower

Power and Sample Size for Ordinal Response

princmp

princmp

print.char.list

prints a list of lists in a visually readable format.

print.char.matrix

Function to print a matrix with stacked cells

print.princmp

print.princmp

printL

printL

prnz

Print and Object with its Name

prselect

Selectively Print Lines of a Text Vector

pstamp

Date/Time/Directory Stamp the Current Plot

qcrypt

qcrypt

r2describe

r2describe

R2Measures

R2Measures

rcorr.cens

Rank Correlation for Censored Data

rcorr

Matrix of Correlations and P-values

rcorrp.cens

Rank Correlation for Paired Predictors with a Possibly Censored Respon...

rcspline.eval

Restricted Cubic Spline Design Matrix

rcspline.plot

Plot Restricted Cubic Spline Function

rcspline.restate

Re-state Restricted Cubic Spline Function

redun

Redundancy Analysis

reShape

Reshape Matrices and Serial Data

rlegend

Special Version of legend for R

rm.boot

Bootstrap Repeated Measurements Model

rMultinom

Generate Multinomial Random Variables with Varying Probabilities

runifChanged

runifChanged

runParallel

runParallel

samplesize.bin

Sample Size for 2-sample Binomial

sasxport.get

Enhanced Importing of SAS Transport Files using read.xport

Save

Faciliate Use of save and load to Remote Directories

scat1d

One-Dimensional Scatter Diagram, Spike Histogram, or Density

score.binary

Score a Series of Binary Variables

sedit

Character String Editing and Miscellaneous Character Handling Function...

seqFreq

seqFreq

show.pch

Display Colors, Plotting Symbols, and Symbol Numeric Equivalents

showPsfrag

Display image from psfrag LaTeX strings

simMarkovOrd

simMarkovOrd

simplifyDims

List Simplification

simRegOrd

Simulate Power for Adjusted Ordinal Regression Two-Sample Test

smean.sd

Compute Summary Statistics on a Vector

solvet

solve Function with tol argument

somers2

Somers' Dxy Rank Correlation

soprobMarkovOrd

soprobMarkovOrd

soprobMarkovOrdm

soprobMarkovOrdm

spikecomp

spikecomp

spower

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

spss.get

Enhanced Importing of SPSS Files

src

Source a File from the Current Working Directory

stat_plsmo

Add a lowess smoother without counfidence bands.

stata.get

Enhanced Importing of STATA Files

string.bounding.box

Determine Dimensions of Strings

string.break.line

Break a String into Many Lines at Newlines

stringDims

String Dimentions

subplot

Embed a new plot within an existing plot

summarize

Summarize Scalars or Matrices by Cross-Classification

summary.formula

Summarize Data for Making Tables and Plots

summaryM

Summarize Mixed Data Types vs. Groups

summaryP

Multi-way Summary of Proportions

summaryRc

Graphical Summarization of Continuous Variables Against a Response

summaryS

Summarize Multiple Response Variables and Make Multipanel Scatter or D...

symbol.freq

Graphic Representation of a Frequency Table

sys

Run Unix or Dos Depending on System

t.test.cluster

t-test for Clustered Data

tabulr

Interface to Tabular Function

testCharDateTime

testCharDateTime

tex

function for use in graphs that are used with the psfrag package in La...

transace

Additive Regression and Transformations using ace or avas

transcan

Transformations/Imputations using Canonical Variates

translate

Translate Vector or Matrix of Text Strings

trunc.POSIXt

Return the floor, ceiling, or rounded value of date or time to specifi...

units

Units Attribute of a Vector

upData

Update a Data Frame or Cleanup a Data Frame after Importing

upFirst

Change First Letters to Upper Case

valueTags

Store Descriptive Information About an Object

varclus

Variable Clustering

vlab

vlab

wtd.stats

Weighted Statistical Estimates

xtfrm.labelled

Auxiliary Function Method for Sorting and Ranking

xy.group

Mean x vs. function of y in groups of x

xYplot

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

yearDays

Get Number of Days in Year or Month

ynbind

Combine Variables in a Matrix

sas.get

Convert a SAS Dataset to an S Data Frame

Contains many functions useful for data analysis, high-level graphics, utility operations, functions for computing sample size and power, simulation, importing and annotating datasets, imputing missing values, advanced table making, variable clustering, character string manipulation, conversion of R objects to LaTeX and html code, recoding variables, caching, simplified parallel computing, encrypting and decrypting data using a safe workflow, general moving window statistical estimation, and assistance in interpreting principal component analysis.