Unit Root, Stochastic Trend, Random Walk, Dicky-Fuller test in Time Series

  Рет қаралды 101,775

Analytics University

Analytics University

Күн бұрын

Пікірлер: 34
@abhinavsattiraju9718
@abhinavsattiraju9718 2 жыл бұрын
Best explanation on youtube! Tried very hard to find one, thank you!
@AnalyticsUniversity
@AnalyticsUniversity 5 жыл бұрын
Complete Data Science Course : bit.ly/34Sucmb Data Science Books on Amazon : Python Data Science : amzn.to/2Qg6g8m Business ANalytics : amzn.to/2F7RhGT STatistics : amzn.to/2ZGcSjb Statistical Leanring : amzn.to/2ZHV6fn Python : amzn.to/2u0uKJR Audio books : amzn.to/2SSynMD Coursera : Data Science : bit.ly/37nABr6 Data Science Python : bit.ly/2ZK5oMm Discounted courses on Udemy (for $11): bit.ly/2LYU6hp Udacity Nanodegree: Data Science : bit.ly/39IzAfc Machine Learning : bit.ly/2sOinRb Free access to Skillshare: bit.ly/2thklJu 20$ discounts on below LIVE courses : use coupon KZbin20 Data Science Live Training : AI and Tensorflow: bit.ly/2tOnOzA Python : bit.ly/2QkH1QQ Data Analytics : bit.ly/2PR4eez Data Science : bit.ly/2QhxmdR SAS : bit.ly/2Mpx83m Big Data Training: Hadoop : bit.ly/2sgHWdb Splunk : bit.ly/2Ms0A8
@panshulrastogi1187
@panshulrastogi1187 3 жыл бұрын
Extremely helpful, one of the clearest explanations I've come across. Thank you!
@berke-ozgen
@berke-ozgen 2 жыл бұрын
Thank you Sir! Really good explanation but we did not mention variance stationarity, it is also one of the reasons of nonstationarity. If you made a video about it, please let me watch.
@Roland-hm2vt
@Roland-hm2vt Жыл бұрын
what did he explain at 2:30 if not variance stationarity?
@ДарьянаИванова-п8ы
@ДарьянаИванова-п8ы 3 жыл бұрын
there is a mistake in DF test explanation (slide starts at 18:49). not (1-phi) but (phi-1). otherwise you'd get wrong hypothesis testing results
@ShamsherAlam-xs3bo
@ShamsherAlam-xs3bo 5 жыл бұрын
Sir thank you very much, this video is very valuable for me and make it easy for me to understand this concept
@shikhasingh8404
@shikhasingh8404 5 жыл бұрын
You made this topic very easy Thnx sir.
@jhontreyesalbarracin9479
@jhontreyesalbarracin9479 5 жыл бұрын
Thank you, great explanation. It follows a clear structure and well-linked the concepts together. It worked really good for me as a review to reinforce from my readings.
@khaledmustafa7341
@khaledmustafa7341 2 жыл бұрын
Hello, I have a question, when I manually find the Dickey Fuller statistic value, the statistic value is very slightly different from the value generated from the Eviews program, although I use the same data, what is the reason?,, I mean the normal Dickey Fuller test, not the developer
@Rong30B
@Rong30B 5 жыл бұрын
adds are disturbing the flow & more importantly concentration
@ashishtiwari1912
@ashishtiwari1912 4 жыл бұрын
Thank you very much. The video was very helpful
@TJAcademyofficial
@TJAcademyofficial 4 жыл бұрын
These video will help you to learn the concept. Subscribe TJ Academy kzbin.info/door/Q7Cbm57341QKdgZ_fTDGvwvideos English (with EViews): kzbin.info/www/bejne/n6anfpqMasmkrJY Urdu/Hindi: kzbin.info/www/bejne/mmS4qmSmYqmUha8 (1/2) kzbin.info/www/bejne/eZKrlKuCfJWgfpY (2/2)
@volkanky
@volkanky 4 жыл бұрын
I have a question please help me ; I have a export data but ı reach the trend stationary process, so can I use this data for VAR analysis? how can I transform the trend stationary process to sationary process
@nikunjgattani999
@nikunjgattani999 Жыл бұрын
Very helpful
@TheEarthenPotIlasengupta
@TheEarthenPotIlasengupta 5 жыл бұрын
delta t = beta , right? and exp (delta t ) = 0 , right ? please clarify . Else there is a confusion @7.20
@patapingping
@patapingping 6 жыл бұрын
TKS for clear presentation . appreciate bro !!
@DewanggaPrabowo
@DewanggaPrabowo 4 жыл бұрын
how we choose the method for unit root test? adf, pp, and so on
@adityamahajan1238
@adityamahajan1238 5 жыл бұрын
What is phi hat and se (phi hat) at the end of the video?
@DewanggaPrabowo
@DewanggaPrabowo 4 жыл бұрын
phi hat is the estimator of phi or we can say the prediction/estimate, and I don't know about s.e.
@sheilaalsy
@sheilaalsy 4 жыл бұрын
@@DewanggaPrabowo standard error probably?
@DewanggaPrabowo
@DewanggaPrabowo 4 жыл бұрын
@@sheilaalsy maybe
@PierLim
@PierLim 6 жыл бұрын
Thank you for this. Just a quick question - At 12:14, why does Yt-1 + Yt-2 + .... converge into Y0? Isn't it adding up?
@cityuuniversity1365
@cityuuniversity1365 6 жыл бұрын
Your not adding up but replacing Yt-i with (c + Yt-i-1 + a_t-i) so in the end you will have Yt-t which is Y_0
@HariniDesai
@HariniDesai Жыл бұрын
love this
@hamismiraji1894
@hamismiraji1894 4 жыл бұрын
this is very good
@getachewguadie9541
@getachewguadie9541 5 жыл бұрын
thank you very much
@serviosilver9440
@serviosilver9440 6 жыл бұрын
Very good explanation. Thank you
@stranglesensei
@stranglesensei 4 жыл бұрын
gracias profe
@zoozolplexOne
@zoozolplexOne 3 жыл бұрын
Cool!!!
@mintaowei2686
@mintaowei2686 2 жыл бұрын
way too many ads bro
@pulltheskymusicgroup4475
@pulltheskymusicgroup4475 3 жыл бұрын
🇹🇿
@quant-prep2843
@quant-prep2843 3 жыл бұрын
gero ??? it is zero maan!
@lucasaugustodeoliveirasilv7995
@lucasaugustodeoliveirasilv7995 4 жыл бұрын
understood anything that u said. terrible english
Unit Root,  ARCH and GARCH | Time Series Analysis | Variance Forecasting
1:00:27
Analytics University
Рет қаралды 10 М.
Unit Roots : Time Series Talk
13:53
ritvikmath
Рет қаралды 154 М.
SIZE DOESN’T MATTER @benjaminjiujitsu
00:46
Natan por Aí
Рет қаралды 7 МЛН
Lazy days…
00:24
Anwar Jibawi
Рет қаралды 7 МЛН
RANDOM WALK | UNIT ROOT | DICKEY-FULLER TEST
15:33
Analytics University
Рет қаралды 2 М.
Two Effective Algorithms for Time Series Forecasting
14:20
Unit Root Test in EVIEWs
11:00
QRSchool
Рет қаралды 85 М.
Stochastic Process vs Time Series
8:03
Justin Eloriaga
Рет қаралды 6 М.
Unit Roots and Tests for Non-Stationarity
17:28
Justin Eloriaga
Рет қаралды 10 М.
Time Series Talk : White Noise
7:36
ritvikmath
Рет қаралды 175 М.
Time Series Talk : Stationarity
10:02
ritvikmath
Рет қаралды 292 М.
Time Series Analysis in Stata - AR Forecast
15:03
JDEConomics
Рет қаралды 7 М.
SIZE DOESN’T MATTER @benjaminjiujitsu
00:46
Natan por Aí
Рет қаралды 7 МЛН