Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

Integrate ARIMA with CRRao #112

Open
sourish-cmi opened this issue Mar 28, 2023 · 2 comments
Open

Integrate ARIMA with CRRao #112

sourish-cmi opened this issue Mar 28, 2023 · 2 comments
Assignees
Labels
enhancement New feature or request good first issue Good for newcomers

Comments

@sourish-cmi
Copy link
Collaborator

sourish-cmi commented Mar 28, 2023

Integrate State Space models like ARIMA with CRRao
Integrate State Space models like ARIMA with CRRao from StateSpaceModels.jl package.

The possible solution would look like

container = fit(y::TSFrame, SARIMA(), order::vector=(0,1,1), seasonal_order::vector = (0, 1, 1, 12)...)

Automatic Forecasting

model = auto_ets(log_air_passengers; seasonal = 12)
model = auto_arima(log_air_passengers; seasonal = 12)
forecast(container, h=12)

Referances

[1] The detail about the StateSpace package in this paper
[2] "Time Series Analysis by State Space Methods" (2012) by James Durbin and Siem Jan Koopman.

@sourish-cmi sourish-cmi added enhancement New feature or request good first issue Good for newcomers labels Mar 28, 2023
@sourish-cmi sourish-cmi self-assigned this Mar 28, 2023
@Nandini-Jaiswal
Copy link
Contributor

Would you please assign this issue to me? I may take some time as I'm contributing for the first time.

@sourish-cmi
Copy link
Collaborator Author

Would you please assign this issue to me? I may take some time as I'm contributing for the first time.

I have added you to the issue.

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
enhancement New feature or request good first issue Good for newcomers
Projects
None yet
Development

No branches or pull requests

2 participants