glmEstimation: Estimation via generalized least squares

In SentimentAnalysis: Dictionary-Based Sentiment Analysis

Estimation via generalized least squares

Description

Function estimates coefficients based on generalized least squares.

Usage

glmEstimation(x, response, control = list(family = "gaussian"), ...)

Arguments

x	An object of type DocumentTermMatrix.
response	Response variable including the given gold standard.
control	(optional) A list of parameters defining the model as follows: "family"Distribution for response variable. Default is family="gaussian". For non-negative counts, use family="poisson". For binary variables family="binomial". See glm for further details.
...	Additional parameters passed to function for glm.

Value

Result is a list with coefficients, coefficient names and the model intercept.

Result is a list with coefficients, coefficient names and the model intercept.

SentimentAnalysis documentation built on Aug. 24, 2023, 1:07 a.m.