ChiSq: Chi Square

In alitvak3/a3personal: My personal functions

Description

This function produces a table and runs a Chi Square test on counts of binned data or Poisson Ditrsibutions.

Usage

ChiSq.Bins(
  bin.bounds,
  ObsFreq,
  mean,
  sd,
  NullDist = c("normal", "uniform"),
  df = length(ObsFreq) - 1
)

ChiSq.pois(
  counts,
  ObsFreq,
  lambda = sum(counts * ObsFreq)/sum(ObsFreq),
  boundary = c("neither", "greater", "less"),
  df = length(ObsFreq) - 1
)

Arguments

bin.bounds	A numeric vector for the boundaries of the bins. -Inf and positive Inf will automatically be added to each end.
mean	The sample x-value mean of the data
sd	The standard deviation
NullDist	The expected distribution under the null hypothesis. Currently supports normal and uniform
df	Degrees of freedom
counts	A numeric vector of the frequencies of occurence within the time unit.
lambda	The parameter of the Poission distribution; will be calculated if not provided.
Obs.Freq	A numeric vector of the time units for each count.

Functions

• ChiSq.Bins: Chi-Square for Binned Data

• ChiSq.pois: Chi-Square for Binned Data

alitvak3/a3personal documentation built on April 6, 2021, 4:53 a.m.