tsfe

Software used in teaching time series financial econometrics

https://github.com/quinfer/tsfe

Science Score: 44.0%

This score indicates how likely this project is to be science-related based on various indicators:

  • CITATION.cff file
    Found CITATION.cff file
  • codemeta.json file
    Found codemeta.json file
  • .zenodo.json file
    Found .zenodo.json file
  • DOI references
  • Academic publication links
  • Academic email domains
  • Institutional organization owner
  • JOSS paper metadata
  • Scientific vocabulary similarity
    Low similarity (18.9%) to scientific vocabulary

Keywords

data-science econometrics r r-package reproducible-research teaching
Last synced: 6 months ago · JSON representation ·

Repository

Software used in teaching time series financial econometrics

Basic Info
  • Host: GitHub
  • Owner: quinfer
  • License: other
  • Language: HTML
  • Default Branch: master
  • Homepage:
  • Size: 25.5 MB
Statistics
  • Stars: 8
  • Watchers: 1
  • Forks: 16
  • Open Issues: 0
  • Releases: 2
Topics
data-science econometrics r r-package reproducible-research teaching
Created almost 5 years ago · Last pushed about 1 year ago
Metadata Files
Readme License Citation

README.Rmd

---
output: github_document
always_allow_html: true
---



```{r, include = FALSE}
knitr::opts_chunk$set(
  collapse = TRUE,
  comment = "#>",
  fig.path = "man/figures/README-",
  out.width = "100%"
)
```

# tsfe



This package contains templates for reports, and functions and workshops using in [*Time series financial econometrics*](https://canvas.qub.ac.uk/courses/11736) taught by [Barry Quinn](https://quinference.com/) at Queen's Management School. 


## Installation

``` r
remotes::install_github("barryquinn1/tsfe")
```

And the development version from [GitHub](https://github.com/) with:

``` r
# install.packages("devtools")
devtools::install_github("barryquinn1/tsfe")
```
## Example

This is a basic example which shows you how to solve a common problem:

```{r example}
library(tsfe)
## basic example code
data("ftse350")  # This is a 2MB file so might take some time to initially load
summary(ftse350)
```


## Tutorials

You can start the tutorials in one of two ways. First, in RStudio 1.3 or later, you will find the ATI tutorials listed in the "Tutorial" tab in the top-right pane (by default). Find a tutorial and click "Run Tutorial" to get started. Second, you can run any tutorial from the R console by typing the following line: 

``` r
learnr::run_tutorial("Workshop2","tsfe")
```

This should bring up a tutorial in your default web browser. You can see the full list of tutorials by running:

``` r
learnr::run_tutorial(package = "tsfe")
```

If you would like to access the raw RMarkdown code which created these tutorials you can do so [here](https://github.com/barryquinn1/tsfe/tree/master/inst/tutorials) 

## Project Report
This package also includes a RMarkdown template for use in the project report.
Go to File>New>R Markdown... and choose from `From Template` then `project-report`.  There are four sections in the report

* Introduction and literature review
* Data and methodology
* Results 
* Discussion

The marks are allocated equally to each section.

### Indicative marking scheme

```{r, echo=FALSE, message=FALSE}
library(tidyverse)
readRDS("~/Dropbox/Teaching/TSFE/ts_stats/rubric.rds")-> out
out %>% knitr::kable() %>% kableExtra::kable_paper()

```


## Datasets
This package also includes dataset used in the course

Owner

  • Name: Barry Quinn
  • Login: quinfer
  • Kind: user
  • Location: Belfast

Statistician/Data Scientist with expertise in extracting evidence from noisy financial data.

Citation (CITATION.cff)

cff-version: 1.2.0
message: "If you use this software, please cite it as below."
authors:
  - family-names: Quinn
    given-names: Barry
    orcid: https://orcid.org/0000-0002-8637-9060
title: "Time Series Econometrics Software"
version: 0.2.0
doi: 10.5281/zenodo.6379861
date-released: 2022-01-11

GitHub Events

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Dependencies

DESCRIPTION cran
  • R >= 2.10 depends
  • tidyverse * depends
  • purrr * imports
  • fpp2 * suggests
  • learnr * suggests
  • testthat >= 3.0.0 suggests
  • tibble * suggests