Basics of Panel Data Regression Models - A Complete Guide for Beginners In R Studio with Coding

#Paneldata based #dataanalysis is used when the data is changing across #crosssections and #timeperiods. This #tutorial explores the panel datanalysis using popular #datascience software R in #R-Studio. This video helps to do following thinks
1 - #import data in R
2 - #Declaring Panel Data
3 - Data #manipulation, i.e. taking #log or #square forms for #log-log and #quadratic models
4- #Scatter plots with colors
5- #Descriptive #Statistics
6 - Treatment effects
7 - Scatter plot with linear / quadratic #fits and #fitplots
8 - #Plotting cross section / time means
9 - Pooled #OLS, Fixed Effect, Random Effect and #FGLS
10 - #Diagnostics for Fixed effect models including #hausman test and cross sectional #dependence
11 - #Expandar function - missing value chart, correlation plots.
12 - Splitting regression for different subgroups
13 - Complete Exploratory Data Analysis #EDA for Panel data in R

[@randaburaideh4905]

Thank you very much

[@nomanarshed]

Welcome

[@zeinabbabaii424]

Hi, thank you for your amazing video. but please give uk your data (csv) so we can write along with you, and me can learn better

[@nomanarshed]

I dont have this file right now, but you can get the data from WDI - kzbin.info/www/bejne/laGbY6aVa7yfd6M

[@smsm314]

Felicitations.

[@nomanarshed]

Thanks

[@rimmeriem5883]

Please a video about midas-ardl: midasml package, thank you sir

[@nomanarshed]

Soon

[@niram0062]

When I upload my data from excel, it doesnt give me option to do everything with all variables. I can only do something with companies and years that I have, but not with the rest of variables. What can I do to fix that, because it recognizes all variables when choosing for times serias and cross section.

[@nomanarshed]

When you make df.pd file have a look if all the data is selected secondly see their properties using str command they should be numeric

[@thetruthsreality]

Very correct presentation. Could you upload the script codes the data, or the link of the script and the data. Thx

[@courageekoh]

I need the script too

[@nomanarshed]

you can get them using kzbin.info/www/bejne/baWmhZSFZ816nbssi=4ORDVyJPckRXt6VN

[@johnsonahiamadzor7404]

I have fallen in love with your video but the screen is not clear for proper visualization of the codes. Any website of yours i can get access to this very same code and lecture?

[@nomanarshed]

Thank you. You can improve the view by increasing the video quality. The codes and website is under development

[@nomanarshed]

you can get this codes using kzbin.info/www/bejne/baWmhZSFZ816nbs

[@skillsandresearch2485]

WHY We take log of variable .Need your details response pleaes

[@nomanarshed]

To linearise the function from exponential to linear. To shrink the dispersion of the data or to convert slopes to elasticities

[@skillsandresearch2485]

@@nomanarshed THANK YOU