https://github.com/jestonblu/unemployment

Masters Project: Forecasting Unemployment
https://github.com/jestonblu/unemployment

forecasting statistics time-series

Last synced: 5 months ago
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Masters Project: Forecasting Unemployment

• Host: GitHub
• URL: https://github.com/jestonblu/unemployment
• Owner: JestonBlu
• Created: 2016-06-10T00:48:55.000Z (about 10 years ago)
• Default Branch: master
• Last Pushed: 2016-07-27T19:24:34.000Z (almost 10 years ago)
• Last Synced: 2024-03-20T12:31:44.236Z (over 2 years ago)
• Topics: forecasting, statistics, time-series
• Language: TeX
• Homepage:
• Size: 169 MB
• Stars: 0
• Watchers: 7
• Forks: 4
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# Forecasting US Unemployment

#### Reproducible Research

All of the findings, models, and graphs discussed in our writeup can be reproduced using scripts from this repository. The following are a few guidelines to make sure you can run our code with minimal effort:

* Clone or download the project to your desktop, unzip if neccesary

* Within R, set the working directory to `setwd("stat626_project location")`

* Load the seasonally adjusted dataset `load("Data/Data_Prep.rda")`

* `RScripts/All_Final_Models.R` creates the ARIMA and VAR models

* `RScripts/Preso_Plots.R` creates all of the plots used in the write up.

#### Project Directory

* Data:

* Literature:

* Plots:

    * Preso_Plots:

    * Data_Exploration:

* RScripts:

    * Archives:

* Writeups:

#### Team Members and Responsibilities

| Team Members         | Responsibilities                                        |

|:---------------------|:--------------------------------------------------------|

| **Joseph Blubaugh**: | Plots, Data Prep, Code Management, Modeling             |

| **Alison Shelton**:  | Write-up, Plot Revision, LaTeX Management, Literature   |

| **Sean Roberson**:   | Presenter, Talking Points, Literature                   |

| **Travis Lilley**:   | Model Diagnostics, Statistical Tests, Modeling, Abstract|

| **Akarshan Puri**:   | Modeling and Diagnostics                                |

| **Bo pang**:         | Modeling and Diagnostics                                |