Essays about: "poisson regression"

Showing result 11 - 15 of 43 essays containing the words poisson regression.

1. 11. Analyzing the effect of competition in the hospitality industry

   University essay from Linköpings universitet/Institutionen för datavetenskap

   Author : Andreas Stasinakis; [2020]
   Keywords : Machine Learning; Competition; Competitive Analysis; Regression; LASSO;

   Abstract : Maximizing hotel's revenue is a hard and complicated task. A lot of aspects have to be taken into consideration during this procedure. One major variable is the competitors. Identifying hotel's competitors and using their behavior could be a crucial advantage for maximizing hotel's revenue. READ MORE

3. 12. Exploring the attributes relevant to accidents between vehicles and unprotected road users, taking Stockholm as an example

   University essay from KTH/Geoinformatik

   Author : Xutong Ouyang; [2020]
   Keywords : traffic accidents; unprotected road users; traffic flows; spatial analysis; Global Moran’s Index; hot spot analysis;

   Abstract : Traffic accidents is one of the major causes of fatalities and economic loss around the world. Thus, there is an urgent need for a better understanding about the factors that contribute to accidents so that the accidents can be prevented in the future. READ MORE

4. 13. An Empirical Comparison of Static Count Panel Data Models: the Case of Vehicle Fires in Stockholm County

   University essay from Uppsala universitet/Statistiska institutionen

   Author : Svante Pihl; Leonardo Olivetti; [2020]
   Keywords : Low-Mean Count Data; Poisson Regression; Negative-Binomial Regression; Panel Data Models; Vehicle Fires; Distributional Assumptions;

   Abstract : In this paper we study the occurrences of outdoor vehicle fires recorded by the Swedish Civil Contingencies Agency (MSB) for the period 1998-2019, and build static panel data models to predict future occurrences of fire in Stockholm County. Through comparing the performance of different models, we look at the effect of different distributional assumptions for the dependent variable on predictive performance. READ MORE

5. 14. A Spatial Analysis of Homicide Crime’s Distribution and Association with Deprivation in Stockholm Between 2010-2017

   University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

   Author : Dennis Lindell Schettini; [2019]
   Keywords : GIS; homicide; deprivation; hot spot; generalized regression; Earth and Environmental Sciences;

   Abstract : A Spatial Analysis of Homicide Crime’s Distribution and Association with Deprivation in Stockholm Between 2010-2017 Homicide crimes are rare events depending on numerous factors and tend to be distributed differently based on geographic location. The use of spatial analysis is substantively important for detecting different predictors in varying geographic areas and for the diffusion process of homicide crimes. READ MORE

6. 15. The Impact of Weather on Residential Fires in Sweden: A Regression Analysis

   University essay from KTH/Matematisk statistik

   Author : Viktor Reineck; Folke Ulfsparre; [2019]
   Keywords : Regression; Poisson; Negative binomial; Generalized linear models; Organizational theory; Regression; Poisson; Negativ binomial; Generaliserade linjära modeller; Organisationsteori;

   Abstract : The purpose of this report is to investigate possible relationships between the number of residential fires in Sweden and various weather parameters. The study is conducted based on a hypothesis as stated by the MSB, the Swedish Civil Contingencies Agency, that behavioral factors related to weather can have an influence on the number of residential fires. READ MORE