In markoleptic/MyPackage: Collection of Packages for MATH4753

knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>"
)

library(MyPackage)

Introduction

This package includes various functions and data that I've saved during my labs for MATH 4753.

Functions

myboot

Myboot takes a sample and generates a histogram including interval estimates and the mean.

sam=rnorm(25,mean=25,sd=10)
myboot(sam,iter=10000,alpha=0.05)

mychisim

mychisim(n1=10,iter=100,sigma1=4,mean1=10)

mycltu

This function creates a histogram of sample means including a sample and theoretical density curve.

mycltu(n=20,iter=10000)

mymaxlik

Mymaxlik gives the maximum likelihood estimate given a set of numbers, a function, and an increment. It also outputs the index of the maximum.

y=c(3,3,4,3,4,5,5,4)
logbin=function(x,param) log(dbinom(x,prob=param,size=10))
mymaxlik(lfun=logbin, x=y, param=seq(0,1, length=1000), main="Binomial, n=20")

myncurve

Myncurve displays a graph representing the area under a curve given a mean and standard deviation, up to a specific x value.

myncurve(mu=2,sigma=3,a=3)

mysample

Mysample displays iter number of graphs of the distribution of random samples for a given n-value.

mysample(n=10,iter=5)

myTsim

myTsim(n1=10,iter=100,sigma1=4,mean1=10,ymax = 0.4)

markoleptic/MyPackage documentation built on May 3, 2022, 12:06 a.m.