Essays about: "multipel linjär regression"

Showing result 1 - 5 of 90 essays containing the words multipel linjär regression.

  1. 1. ML implementation for analyzing and estimating product prices

    University essay from Karlstads universitet/Institutionen för matematik och datavetenskap (from 2013)

    Author : Abel Getachew Kenea; Gabriel Fagerslett; [2024]
    Keywords : Machine Learning; ML; Regression; Deep Learning; Artificial Neural Network; ANN; TensorFlow; ScikitLearn; CUDA; cuDNN; Estimation; Prediction; AI; Artificial Intelligence; Price Tracking; Price Logging; Price Estimation; Supervised Learning; Random Forest; Decision Trees; Batch Learning; Hyperparameter Tuning; Linear Regression; Multiple Linear Regression; Maskininlärning; Djup lärning; Artificiellt Neuralt Nätverk; Regression; TensorFlow; SciktLearn; ML; ANN; Estimation; Uppskattning; CUDA; cuDNN; AI; Artificiell Intelligens; pris loggning; pris estimation; prisspårning; Batchinlärning; Hyperparameterjustering; Linjär Regression; Multipel Linjär Regression; Supervised Learning; Random Forest; Decision Trees;

    Abstract : Efficient price management is crucial for companies with many different products to keep track of, leading to the common practice of price logging. Today, these prices are often adjusted manually, but setting prices manually can be labor-intensive and prone to human error. READ MORE

  3. 2. Staff Shortage on SJ Trains

    University essay from KTH/Matematisk statistik

    Author : Casper Öberg; Nora Moro; [2023]
    Keywords : Multiple linear regression; Residual analysis; Multicollinearity; Staff shortage; Forecast; Trains; Multipel linjär regression; Residualanalys; Multikollinearitet; Personalbrist; Prognos; Tåg;

    Abstract : This thesis is a case study in collaboration with SJ AB, a government owned railway companyin Sweden. The employees aboard the trains are an essential part of operating thetrains efficiently. Therefore, it is vital to forecast absences well in order to avoid havingto cancel train trips or having employees work over time. READ MORE

  4. 3. Factors Affecting Employment Duration in the Food Retail Industry

    University essay from KTH/Matematisk statistik

    Author : Beata Sundling; Lova Höft; [2023]
    Keywords : statistics; applied mathematics; regression analysis; multiple linear regression; employment duration; employment turnover rate; food retail industry; statistik; tillämpad matematik; regressionsanalys; multipel linjär regression; anställningens varaktighet; personalomsättningshastighet; dagligvaruhandeln;

    Abstract : Measuring and tracking the employee turnover rate is a crucial part when evaluating a company’s performance. An important part of this is measuring the employment duration within an organization. READ MORE

  5. 4. Modelling Factors Affecting Academic Performance in Swedish Schools with Multiple Linear Regression

    University essay from KTH/Matematisk statistik

    Author : Johanna Breivold; [2023]
    Keywords : Academic performance; average qualification point; foreign background; educational level; teacher s degree; students per teacher; staffing ratio; organizer; multiple linear regression; Studieresultat; genomsnittligt meritvärde; utländsk bakgrund; utbildningsnivå; lärarexamen; lärartäthet; huvudman; multipel linjär regression;

    Abstract : This bachelor thesis examines factors affecting the academic performance in Swedish schools. Specifically, the average qualification point among ninth grade students in schools in Stockholm municipality during the academic year 2021-2022 are studied. READ MORE

  6. 5. Modeling a Relationship between ESG Metrics and Financial Performance for Nordic Publicly-listed Companies

    University essay from KTH/Matematisk statistik

    Author : Cornelia Sparring; Topias Karlsson; [2023]
    Keywords : Sustainable finance; ESG variables; ESG score; Accounting-based financial performance; Market-based financial performance; Nordic Compass; Materiality; Hållbar finansiering; ESG variabler; ESG värde; Redovisningsbaserad finansiell prestation; Marknadsbaserad finansiell prestation; Nordic Compass; Materialitet;

    Abstract : This study aims to identify whether a relationship between ESG performance and financial performance exists for Nordic publicly-listed companies, by conducting a multiple linear regression analysis. Also, it will be observed which (if any) ESG variables are of relevance. READ MORE