Essays about: "Geographically Weighted Regression GWR"

Showing result 1 - 5 of 9 essays containing the words Geographically Weighted Regression GWR.

1. 1. Geographically Weighted Regression based Investigation of Transport Policies for Increased Public Transport Ridership : A Case Study of Stockholm

   University essay from KTH/Transportplanering

   Author : Robert Günther Klar; [2021]
   Keywords : Public transport competitiveness; Geographically weighted regression; Public transport usage rate; Feature selection; Predictive modelling; Smart card data; ollektivtrafikens konkurrenskraft; Geografiskt viktad regression; Public transport usage rate; förutsägande modellering; variabel val; Smart card data;

   Abstract : Public transport plays a vital role in society as the economy, the degree of sustainability and the qualityof life of a city is directly affected by transportation. A shift in modal share towards public transport isassociated with many benefits such as increased air quality and improved space allocation within thecity. READ MORE

3. 2. Geographically Weighted Regression as a Predictive Tool for Station-Level Ridership : The Case of Stockholm

   University essay from KTH/Transportplanering

   Author : Karim Ounsi; [2019]
   Keywords : ;

   Abstract : This thesis studies a new regression method, Geographically Weighted Regression (GWR)to predict ridership at the station level for future stations. The case study of Stockholm’s blue lineis used as new stations will be built by 2030. This paper is written in English. READ MORE

4. 3. Exploring the distribution of accessibility by public transport using spatial analysis : a case study for retail concentrations and public hospitals in Athens

   University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

   Author : Evangelos Vafeiadis; [2019]
   Keywords : geography; GIS; spatial analysis; geographic weighted regression; spatial clustering; local indicators of spatial association; public transport; accessibility; Social Sciences; Earth and Environmental Sciences;

   Abstract : This thesis studies the distribution of accessibility by public transport to retail concentrations and public hospitals in Athens, using spatial autocorrelation analysis based on Local Indicators of Spatial Autocorrelation (LISA) method and Geographically Weighted Regression (GWR). For this reason, the study area was divided in a 300x300 meter square grid of points representing the location points of the study. READ MORE

5. 4. Using Geographically Weighted Regression (GWR) to explore spatial variations in the relationship between public transport accessibility and car use : a case study in Lund and Malmö, Sweden

   University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

   Author : Johanna Andersson; [2017]
   Keywords : public transport accessibility; Physical Geography and Ecosystem analysis; Geographically Weighted Regression GWR ; travel survey; GPS data; car usage; Earth and Environmental Sciences;

   Abstract : In Sweden the number of cars per person has increased since the mid-20th century. With negative impacts on both health and the environment, private ownership of vehicles represents one of the major challenges in urban transport. READ MORE

6. 5. A weighty issue : estimation of fire size with geographically weighted logistic regression

   University essay from Lunds universitet/Institutionen för naturgeografi och ekosystemvetenskap

   Author : Julia Hjalmarsson; [2016]
   Keywords : Physical Geography and Ecosystem analysis; GIS; geographically weighted logistic regression; fire reconstruction; fire size; Earth and Environmental Sciences;

   Abstract : Size estimations of fires that occurred centuries ago have been the subject of study for many decades. More accurate spatial fire histories from tree rings were possible by either drawing the sample location on detailed topographic maps or using GPS receivers. READ MORE