Essays about: "Multiple Linear Regression"

Showing result 1 - 5 of 394 essays containing the words Multiple Linear Regression.

  1. 1. Station-level demand prediction in bike-sharing systems through machine learning and deep learning methods

    University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

    Author : Nikolaos Staikos; [2024]
    Keywords : Physical Geography; Ecosystem Analysis; Bike-sharing demand; Machine learning; Deep learning; Spatial regression; Graph Convolutional Neural Network; Multiple Linear Regression; Multilayer Perceptron Regressor; Support Vector Machine; Random Forest Regressor; Urban environment; Micro-mobility; Station planning; Geomatics; Earth and Environmental Sciences;

    Abstract : Public Bike-Sharing systems have been employed in many cities around the globe. Shared bikes are an efficient and convenient means of transportation in advanced societies. Nonetheless, station planning and local bike-sharing network effectiveness can be challenging. READ MORE

  2. 2. 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. 3. Predicting Lithium-Ion Battery State of Health using Linear Regression

    University essay from Uppsala universitet/Statistiska institutionen

    Author : Niklas Sundberg; [2024]
    Keywords : Lithium-Ion; Multiple Linear Regression; State of Health; Voltage Deviation;

    Abstract : Knowledge of battery health is very important. It provides insight into the capacity of a given system and allows the operators to plan ahead more efficiently. But measuring state of health (SoH) of a battery is difficult, and takes time. More importantly, the battery needs to be taken out of operation to be analysed correctly. READ MORE

  4. 4. Luxury, Fashion, and Idols - Applying an extended theory of planned behavior to examine barriers toward sustainable fashion consumption in Japan

    University essay from Göteborgs universitet/Graduate School

    Author : Florian Konstantin Gold; Allegra-Scarlett Nefertari Verena Irmgard Marie Terner; [2023-07-03]
    Keywords : Fashion; Luxury; Idols; Japan; Consumption; Sustainability; Theory of Planned Behavior; Barriers; Sustainable Fashion;

    Abstract : Purpose: This study aimed to apply an extended theory of planned behavior (TPB) to sustainable fashion consumption (SFC) in Japan, and test the importance of sociocultural barriers to purchase intentions. Methodology: As only a few studies have examined SFC in Japan and have not used the TPB framework, this study adds to the body of literature, and proposes luxury orientation, fashion involvement, and idol attachment as barriers toward sustainable fashion (SF) purchase intentions in Japan. READ MORE

  5. 5. Exploring the Green Premium: A Hedonic Pricing Study on House Prices in Municipalities Adjacent to Färnebofjärden and Tyresta National Parks

    University essay from Göteborgs universitet/Graduate School

    Author : Tobias Strömbäck; Daniel Neij Boarder; [2023-06-29]
    Keywords : National Park; hedonic price model; proximity; property; willingness to pay;

    Abstract : This thesis conducts a hedonic pricing model with multiple regression analysis to examine the relationship between proximity to Färnebofjärden and Tyresta National Parks and house prices in adjacent municipalities between 2019 and 2020. The literature reviewed indicates a positive correlation, but it has various gaps which our thesis addresses. READ MORE