Sökning: "multiple regression models"

Visar resultat 1 - 5 av 135 uppsatser innehållade orden multiple regression models.

  1. 1. An analysis of how variables andhome styling affect housing prices

    Kandidat-uppsats, KTH/Matematisk statistik; KTH/Matematisk statistik

    Författare :Jenny Cheng; Andreas Valdmaa; [2018]
    Nyckelord :;

    Sammanfattning : Based on the growing interest for home styling and earlier psychological scientific evidence, this study examines how home styling and other variables affect the final price of condominiums in Uppsala. Using multiple linear regression and different statistics, seven different models are analyzed in order to determine whether or not home styling is an influencing factor. LÄS MER

  2. 2. Predictive modelling using a nationally representative database to identify the determinants of prediabetes; a machine learning analytic approach on the National Health and Nutrition Examination Survey (NHANES) 2013-2014

    Master-uppsats, Lunds universitet/Socialmedicin och global hälsa

    Författare :Kushan Kumara de Silva Ranakombu; [2018]
    Nyckelord :prediabetes; determinants; machine learning; feature selection; NHANES; Medicine and Health Sciences;

    Sammanfattning : ABSTRACT Background: Prediabetes is a global epidemic with rising prevalence rates, but its diagnosis based on traditional risk factors is challenging. Application of novel machine-intelligence based methods to public health databases could provide valuable insights into the disease process. LÄS MER

  3. 3. Frequentist Model Averaging For Functional Logistic Regression Model

    Master-uppsats, Uppsala universitet/Statistiska institutionen

    Författare :Shi Jun; [2018]
    Nyckelord :Model selection; Classification; Mean squared error; Monte Carlo simulation; Quadratic programming;

    Sammanfattning : Frequentist model averaging as a newly emerging approach provides us a way to overcome the uncertainty caused by traditional model selection in estimation. It acknowledges the contribution of multiple models, instead of making inference and prediction purely based on one single model. LÄS MER

  4. 4. Estimation and Testing the Quotient of Two Models

    Magister-uppsats, Mälardalens högskola/Akademin för utbildning, kultur och kommunikation

    Författare :Marko Dimitrov; [2018]
    Nyckelord :Estimation; parameters; quotient; models. testing;

    Sammanfattning : In the thesis, we introduce linear regression models such as Simple Linear Regression, Multiple Regression, and Polynomial Regression. We explain basic methods of the model parameters estimation, Ordinary Least Squares (OLS) and Maximum Likelihood Estimation (MLE). LÄS MER

  5. 5. Analysis of the Regional Purchasing Power in the Swedish Housing Market : A Multiple Regression Modeling Approach

    Kandidat-uppsats, KTH/Matematisk statistik; KTH/Matematisk statistik

    Författare :Therese Lin; Stefan Maras; [2018]
    Nyckelord :;

    Sammanfattning : This report analyzes which macroeconomic factors have the greatest effect on a consumer’s purchasing power on the Swedish housing market. Multiple linear regression analysis is used to construct separate models for each of the eight Swedish regions: West Sweden, South Sweden, Småland and the Islands, Stockholm, East Middle Sweden, Middle Northern Sweden, North Middle Sweden and Upper Northern Sweden. LÄS MER

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