Discussion:
[pystatsmodels] Panel Data
Sardarji
2018-09-22 22:04:45 UTC
Permalink
[image: Doubt.PNG]
As i was going through the panel data and when i started to see the
examples in the panel data section.
There is a section* Basic regression on panel data *in that how we got the
Parameter Estimates as output ??

link
https://bashtage.github.io/linearmodels/panel/examples/examples.html

As per my knowledge i think so that it is already defines in the Models(i.e
PooledOLS)

And one more question how is this data been utilized in day to day life
means how the data thing is visualized


Cheers
Simranjit Singh
Sardarji
2018-09-25 23:26:35 UTC
Permalink
Please Someone Help me i am waiting from 3 days in a rows

Cheer's
Simranjit Singh
Kevin Sheppard
2018-09-27 07:07:31 UTC
Permalink
PooledOLS is basis OLS on panel data. PanelOLS adds panel-specific
features like fixed effects.

I don't understand your final question? I think it is how is panel data
visualized? If so, you might run a fixed effects only regression and then
plot it like any other regression-type of data, e.g., scatter plots.

Kevin
Post by Sardarji
[image: Doubt.PNG]
As i was going through the panel data and when i started to see the
examples in the panel data section.
There is a section* Basic regression on panel data *in that how we got
the Parameter Estimates as output ??
link
https://bashtage.github.io/linearmodels/panel/examples/examples.html
As per my knowledge i think so that it is already defines in the
Models(i.e PooledOLS)
And one more question how is this data been utilized in day to day life
means how the data thing is visualized
Cheers
Simranjit Singh
Pabla Simranjit Singh
2018-09-27 10:05:26 UTC
Permalink
Sir* thxs* for Replying. As i am going through your Linear models *(Panel
Data*).And till now i have refer these models

Fixed effects (maximum two-way)
First difference regression
Between estimator for panel data
Pooled regression for panel data
Fama-MacBeth estimation of panel models
from the below documentation.
(*https://bashtage.github.io/linearmodels/panel/index.html
<https://bashtage.github.io/linearmodels/panel/index.html>*)

Now my* question* is that i know python and i have learned basic of numpy
and pandas from Data Science With Python (Book). So now i able to
understand the coding part.
But there is a problem *area that is Stats(regression, R2 and also that
stuff.)*

So can you help me with that because if i am not able to understand the
Stats part.

I have found these *Course* online :

1-Intro to Descriptive Statistics (
*https://in.udacity.com/course/intro-to-descriptive-statistics--ud827-india
<https://in.udacity.com/course/intro-to-descriptive-statistics--ud827-india>*
)
2-Intro to Inferential Statistics (
*https://in.udacity.com/course/intro-to-inferential-statistics--ud201
<https://in.udacity.com/course/intro-to-inferential-statistics--ud201>* )

should i start learning these Course or *you can provide* me some materials
for stats-part (Because i am A CS Computer-Science Student of 3rd Year).And
we have very small part of stats in our syllabus.
But as i am have a hunger for learning Stats and it would also help me in
machine-learning and data-Science etc.

And i request that if you start any project that is not implemented(Linear
Iv panel model estimation or Dynamic Panel Model Estimation) than i would
like to be a part of it as mentioned in the pic below so i can learn how
the things are done.



Cheer's
Simranjit Singh
Post by Kevin Sheppard
PooledOLS is basis OLS on panel data. PanelOLS adds panel-specific
features like fixed effects.
I don't understand your final question? I think it is how is panel data
visualized? If so, you might run a fixed effects only regression and then
plot it like any other regression-type of data, e.g., scatter plots.
Kevin
Post by Sardarji
[image: Doubt.PNG]
As i was going through the panel data and when i started to see the
examples in the panel data section.
There is a section* Basic regression on panel data *in that how we got
the Parameter Estimates as output ??
link
https://bashtage.github.io/linearmodels/panel/examples/examples.html
As per my knowledge i think so that it is already defines in the
Models(i.e PooledOLS)
And one more question how is this data been utilized in day to day life
means how the data thing is visualized
Cheers
Simranjit Singh
Kevin Sheppard
2018-09-28 07:28:02 UTC
Permalink
Panel data models are not particularly important in data science. They are
more important in econometrics, especially in policy. Wooldridge's
Introductory econometrics: A modern approach provides a good text book
treatment.
Pabla Simranjit Singh
2018-09-30 20:36:15 UTC
Permalink
Thxs Kevin Sheppard . I have downloaded an e-book from online source.And i
would like to know that if you have more material which you can tell me so
that would help me.And i have started going through the book.And if any
necessary information you can share with me that would help me to
understand the Econometric. Because it is completely new to me.And i would
like to get some help/guidance from your side.

Cheers,
Simranjit Singh
Post by Kevin Sheppard
Panel data models are not particularly important in data science. They
are more important in econometrics, especially in policy. Wooldridge's
Introductory econometrics: A modern approach provides a good text book
treatment.
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