{"product_id":"statistical-modelling-in-higher-learning-von-innocent-mamvura","title":"Statistical Modelling in Higher Learning","description":"\u003cp\u003eStatistical 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\u003c\/p\u003e\u003cdiv class=\"aw-variant-hidden-subtitle-div\" id=\"aw-variant-subtitle-9783659438745\"\u003e\u003ch3\u003e\u003c\/h3\u003e\u003c\/div\u003e","brand":"Libri","offers":[{"title":"Softcover - 9783659438745","offer_id":39449106284637,"sku":"9783659438745","price":39.9,"currency_code":"EUR","in_stock":true}],"thumbnail_url":"\/\/cdn.shopify.com\/s\/files\/1\/0940\/0622\/files\/ddeb0281-8d7d-4e38-b002-5052fbc75382.jpg?v=1773466358","url":"https:\/\/shop.autorenwelt.de\/products\/statistical-modelling-in-higher-learning-von-innocent-mamvura","provider":"Autorenwelt Shop","version":"1.0","type":"link"}