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uwIntroStats (version 0.0.7)

Descriptive Statistics, Inference, Regression, and Plotting in an Introductory Statistics Course

Description

A set of tools designed to facilitate easy adoption of R for students in introductory classes with little programming experience. Compiles output from existing routines together in an intuitive format, and adds functionality to existing functions. For instance, the regression function can perform linear models, generalized linear models, Cox models, or generalized estimating equations. The user can also specify multiple-partial F-tests to print out with the model coefficients. We also give many routines for descriptive statistics and plotting.

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Version

Install

install.packages('uwIntroStats')

Monthly Downloads

36

Version

0.0.7

License

GPL-2

Maintainer

Travis Y. Hee Wai

Last Published

October 10th, 2018

Functions in uwIntroStats (0.0.7)

oneSample

One Sample Inferential Methods
tableStat

Table of Stratified Descriptive Statistics
uResiduals

Extract Residuals from uRegress objects
uwIntroStats-package

Descriptive Statistics, One Sample Inference, Regression, and Plotting in an Introductory Statistics Course
wilcoxon

Wilcoxon Signed Rank and Mann-Whitney-Wilcoxon Rank Sum Test
scatter

Scatter Plot with Lowess Curves
regress

General Regression for an Arbitrary Functional
ttest

T-test with Improved Layout
ttesti

T-test Given Descriptive Statistics with Improved Layout
polynomial

Create Polynomials
predict.uRegress

Prediction Intervals for uRegress objects
tabulate

Table Variables, with Stratification and Statistical Tests
correlate

Correlation
dummy

Create Dummy Variables
bplot

Boxplot with Lowess Curves, Jittered Data, Overlaid Mean and Standard Deviation, for an Arbitrary Number of Strata
lincom

Tests of Linear Combinations of Regression Coefficients
lspline

Create Linear Splines
U

Create a Transformed Variable
clusterStats

Summary Measures within Clusters
mri

MRI data
descrip

Descriptive Statistics