Bookcover of Statistical Modelling in Higher Learning
Booktitle:

Statistical Modelling in Higher Learning

LAP LAMBERT Academic Publishing (2013-08-16 )

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ISBN-13:

978-3-659-43874-5

ISBN-10:
365943874X
EAN:
9783659438745
Book language:
English
Blurb/Shorttext:
Statistical Modelling in Higher Learning:The book explains the factors that predict the time taken to complete degree programmes.The book presents you with a solid understanding on the predictors using classification tree mining and logistic regression analysis.Classification is the process of forming groups from a large set of cases based on their characteristics.The Classification Tree procedure creates a Tree-based Classification Model which predicts values of the outcome variable based on values of independent variables.Binary Logistic Regression is a technique used when the outcome variable is a dichotomous variable (has two values). Logistic Regression uses Binomial Probability Theory in which there are only two outcome categories. The technique forms a function using the Maximum Likelihood Method, which maximizes the chances of grouping the observed data into the suitable category given the regression coefficients
Publishing house:
LAP LAMBERT Academic Publishing
Website:
https://www.lap-publishing.com/
By (author) :
Innocent Mamvura
Number of pages:
84
Published on:
2013-08-16
Stock:
Available
Category:
Theory of probability, stochastics, mathematical statistics
Price:
39.90 €
Keywords:
Data Mining, mathematical statistics

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