Regression Housing Prices

Created by Stuart Miller, Paul Adams, and Chance Robinson.

Purpose

Project using multiple linear regression to model prices of houses in Ames, IA.

Analysis Files

• Regression Analysis Paper (pdf): A paper covering the analysis.
• Regression Analysis (Rmd): A markdown file with the analysis.

Data

The data description contains general information features of the dataset. The dataset readme provides a reference for the dataset. The data was pre-split into training and testing sets by Kaggle.com.

• test.csv: the testing dataset.
• train.csv: the training dataset.

Codebook

The Codebook provides additional details on the regarding the computational environment, code, and data.

Repo Structure

.
├── analysis                            # Primary analysis files
|    ├── exploratory_data_analysis      # Rmarkdown files for EDA
|    ├── studies                        # Rmarkdown files for primary analysis questions
|    ├── helper                         # Files containing helper functions
│    └── data                           # Raw data and merge automation files
├── CodeBook.md                         # Information regarding the computational environment, code, and data
├── LICENSE                             # All code and analysis is licensed under the MIT license. Data is provided by Kaggle.com.
└── README.md