Auto Regressive Time Series Model in Python

[@suryapavan8768]

Good explanation without any garbling for a beginner

[@shafilhosain4260]

Many thanks, Your explanation is very helpful.

[@bhattbhavesh91]

Glad it was helpful!

[@GauravSahani14]

Crisp explanation and helpful! Thank you Bhavesh Sir!

[@bhattbhavesh91]

Most welcome!

[@inteligenciaartificiuau]

Nice! Thanks!

[@bhattbhavesh91]

Welcome!

[@lima073]

Amazing content, thank you very much !

[@bhattbhavesh91]

Glad you liked it!

[@arnabrajkhowa9177]

How do you work with time series data when there are multiple time series and there's a relation between all the time series values?

[@albinthomas7072]

lesser AIC is better right? and so if you use model = ARIMA(y_train, order=(1,0,0)) you get lesser aic and for further models too so shouldnt those be used

[@thomastsopelas9213]

If the adfuller test shows that the series are not stationary then i use the . diff () but my seres have negaguve values how do i copy with that?

[@rishikeshks539]

How to store the ARIMA coefficients into a numpy array? And also what is the code for accessing the ARIMA coefficients?

[@adarshkrishna8607]

Can u tell me how to model EEG using Exponential auto regressive model using MNE python

[@nishiunadkat897]

I am currently working on weather time series data and found this video helpful. But I did not understand the last part as to why the intercept from LR and ARIMA packages are different. Request you to elaborate on it if possible.

[@joaovictorf.r.s.1570]

i think this occurs cause the code is about AR not ARMA. Apparently, the simple add of MA alterate the results.

[@parikshitgurjar5545]

I have a doubt like if the data is already stationary then how to make a forecast...with ARMA model

[@winviki123]

Amazing

[@puspenlahiri8402]

Can you please upload a video on how an image can be represented using 2D AR process? Actually I need this for image restoration project. Your explanation is really helpful.

[@bhattbhavesh91]

I'm glad you liked the video Puspen! Sadly, I'm not aware on how we can represent an image using a 2D AR process. I'll read up on this and if I understand the concept, then I'll surely create a video around this :)

[@puspenlahiri8402]

@@bhattbhavesh91 Thanks for your prompt response. If you need an article or paper on it, feel free to tell me. I can send it to your mailbox. Your read may help me for correct and better understanding.

[@bhattbhavesh91]

Sure! That will be great!

[@puspenlahiri8402]

@@bhattbhavesh91 please check your mailbox. I have sent a paper and mentioned the page number also for your reference. Thanks.

[@deepakkumarjoshi]

Can you please a video explaining when to use AR model and when to use neural network model e.g. lstm

[@bhattbhavesh91]

Sure!

[@albinthomas7072]

where are you running all these codes on

[@bhattbhavesh91]

Google Colab!

[@albinthomas7072]

@@bhattbhavesh91 thanks!! Great video btw

[@albinthomas7072]

@@bhattbhavesh91 what if i have pacf plot till lag 3. what all changes to be made further in test and train

[@albinthomas7072]

how to predict for multiple variables

[@younesidsouguou7287]

from Statsmodel package use VAR , or use AutoReg / ARIMA while passing your independent variables to the exog param.

[@41_ahwaszargar73]

HELLO SIR I AM A FREELANCE ENGINEER WHO MAKES MONEY BY MAKING PROJECTS BASED ON CLIENT NEEDS I WOULD LIKE TO ASK YOUR PERMISSION TO USE YOUR CONTENT AND TO USE YOUR CODE TO LEARN AND MAKE DIFFERENT PROJECTS.I WONT BE SELLING YOU CONTENT TO ANY WEBSITE