README.md

In miraclethief/hw4: 625HW4

mypackage

R package for multiple linear regression, F-test for Simple linear regression and vector matching

Overview

The 'mypackage' package aims at stimulating statistical analysis in R. mlr(), Ftest() are included in the package, along with KMP(). mlr() fits a multiple linear model and output contains the estimated coefficients(betahat), standard error of betahat, Inference: t statistic for H0: beta=0, Inference: corresponding p-value for H0: beta=0. Ftest() conducts Ftest for Simple Linear Regression and output contains Sum Sq`: Regression sum of squares, SSE/dfR, Inference: F statistic for H0: beta1=0, Inference: corresponding p-value for H0: beta1=0, reflects fit of model, Error sum of squares, SSE/dfE. KMP() realizes famous KMP algorithm to find times of appearance of x in y, especially for quite long vectors matching(including 'overlap' parts). More information on can be found in the package help pages, with complete examples included under Vignettes.

Installation

To install the package from github, simply use the install_github() function from the devtools package.

install.packages("devtools")
devtools::install_github("miraclethief/mypackage")

Authorship

Created by Ruoxuan Mao, mainly for bios625 course.

miraclethief/hw4 documentation built on Dec. 21, 2021, 6:58 p.m.