# bgautijonsson

## Recently Published

##### Take Home Exam
Final exam for Applied Linear Statistical Models
##### Tölfræði: Lokaverkefni
Áhrifaþættir húsnæðisverðs milli sveitarfélaga á höfuðborgarsvæðinu
Flokkabreytur
##### Applied Data Analysis: Report 2
In this report I talk about gradient boosted trees and compare its performance to other linear and tree-based models.
##### ISLR: Exercise 8.12
Exercise 8.12 from Introduction to Statistical Learning
##### ISLR: Exercise 10.8
Exercise 10.8 from Introduction to Statistical Learning
##### Data Science Algorithms
With applications in blabla
##### Applied Data Analysis: Report 1
This is a concise report answering exercise 4.13 from Introduction to Statistical Learning. It is written for a University Class in Applied Data Analysis.
##### ISLR: Exercise 7.10
Exercise 7.10 from Introduction to Statistical Learning
##### Data Science Capstone: Presentation
Final Slideshow Presentation for the Capstone Project from John Hopkins University's Data Science Specialization at Coursera.org
##### ISLR: Exercise 10.11
Exercise 10.11 from Introduction to Statistical Learning
##### ISLR: Exercise 10.10
Exercise 10.10 from Introduction to Statistical Learning
##### ISLR: Exercise 10.9
Exercise 10.9 from Introduction to Statistical Learning
##### ISLR: Exercise 9.8
Exercise 9.8 from Introduction to Statistical Learning
##### ISLR: Exercise 9.7
Exercise 9.7 from Introduction to Statistical Learning
##### ISLR: Exercise 9.5
Exercise 9.5 from Introduction to Statistical Learning
##### ISLR: Exercise 9.4
Exercise 9.4 from Introduction to Statistical Learning
##### ISLR: Exercise 8.9
Exercise 8.9 from Introduction to Statistical Learning
##### ISLR: Exercise 8.8
Exercise 8.8 from Introduction to Statistical Learning
##### ISLR: Exercise 8.10
Exercise 8.10 from Introduction to Statistical Learning
##### ISLR: Exercise 7.9
Exercise 7.9 from Introduction to Statistical Learning
##### ISLR: Exercise 7.8
Exercise 7.8 from Introduction to Statistical Learning
##### ISLR: Exercise 7.6
Exercise 7.6 from Introduction to Statistical Learning
##### ISLR: Exercise 6.9
Exercise 6.9 from Introduction to Statistical Learning
##### ISLR: Exercise 6.8
Exercise 6.8 from Introduction to Statistical Learning
##### ISLR: Exercise 6.11
Exercse 6.11 from Introduction to Statistical Learning
##### ISLR: Exercise 6.10
Exercise 6.10 from Introduction to Statistical Learning
##### ISLR: Exercise 5.9
Exercise 5.9 from Introduction to Statistical Learning
##### ISLR: Exercise 5.8
Exercise 5.8 from Introduction to Statistical learning
##### ISLR: Exercise 5.6
Exercise 5.6 from Introduction to Statistical Learning
##### ISLR: Exercise 5.5
Exercise 5.5 from Introduction to Statistical Learning
##### ISLR: Exercise 4.13
Exercise 4.13 from Introduction to Statistical Learning
##### ISLR: Exercise 4.12
Exercise 4.12 from Introduction to Statistical Learning
##### ISLR: Exercise 4.11
Exercise 4.11 from Introduction to Statistical Learning
##### ISLR: Exercise 4.10
Exercise 4.10 from Introduction to Statistical Learning
##### ISLR: Exercise 3.10
Exercise 3.10 from Introduction to Statistical Learning
##### ISLR: Exercise 2.8
Exercise 2.8 from Introduction to Statistical Learning
##### ISLR: Exercise 3.9
Exercise 3.9 from Introduction to Statistical Learning
##### ISLR: Exercise 2.9
Exercise 2.9 from Introduction to Statistical Learning
##### Data Science Capstone: Milestone Report
Part of the Capstone Course of the Coursera Data Science Specialization by John Hopkins University
##### A Study on the Spread of FastFood Restaurants in Reykjavík, Iceland
Hvar er skjaldborgin? Takk, Óli.
##### The Economic and Population Effects of Different Types of Weather Events
Weather events can have disastrous consequences if we are ill prepared. Heat waves can cause loss of life and floods can cause property damage. If we had reliable information which ranked the different types of events, the government could choose where to spend their budget the most efficiently. The purpose of this analysis is to see which types of events cause the biggest population and property damage. I will look at the mean and total amount of damage caused by major events and plot them for easy viewing.