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Panel Data Analysis | Econometrics | Fixed effect|Random effect | Time Series | Data Science
 
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This video is on Panel Data Analysis. Panel data has features of both Time series data and Cross section data. You can use panel data regression to analyse such data, We will use Fixed Effect Panel data regression and Random Effect panel data regression to analyse panel data. We will also compare with Pooled OLS , Between effect & first difference estimation For Analytics study packs visit : https://analyticuniversity.com Time Series Video : https://www.youtube.com/watch?v=Aw77aMLj9uM&t=2386s Logistic Regression using SAS: https://www.youtube.com/watch?v=vkzXa0betZg&t=7s Logistic Regression using R : https://www.youtube.com/watch?v=nubin7hq4-s&t=36s Support us on Patreon : https://www.patreon.com/user?u=2969403
Views: 80724 Analytics University
Types of data, time series data, cross sectional data and pooled data
 
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In this video tutorial you will learn Types of data and sources of data for empirical analysis. In types of data there are three types, which we discussed in this tutorial. The time series data, cross sectional data and pooled data are discussed one by one. Some of the sources for collecting the data are also discussed in this tutorial. For more details log on to http://economicsguider.com/.
Views: 10120 Economics Guider
Structure of Data: Cross-sectional, time-series, and panel data
 
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A brief introduction to the structure of the data that we will use this semester. Most of our examples will use either cross-sectional data or time-series data. If things go well then we may cover the chapter on panel data at the end of the semester.
Views: 42278 Matthew Rafferty
What is CROSS-SECTIONAL DATA? What does CROSS-SECTIONAL DATA mean? CROSS-SECTIONAL DATA meaning
 
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What is CROSS-SECTIONAL DATA? What does CROSS-SECTIONAL DATA mean? CROSS-SECTIONAL DATA meaning - CROSS-SECTIONAL DATA definition - CROSS-SECTIONAL DATA explanation. Source: Wikipedia.org article, adapted under https://creativecommons.org/licenses/by-sa/3.0/ license. SUBSCRIBE to our Google Earth flights channel - https://www.youtube.com/channel/UC6UuCPh7GrXznZi0Hz2YQnQ Cross-sectional data, or a cross section of a study population, in statistics and econometrics is a type of data collected by observing many subjects (such as individuals, firms, countries, or regions) at the same point of time, or without regard to differences in time. Analysis of cross-sectional data usually consists of comparing the differences among the subjects. For example, if we want to measure current obesity levels in a population, we could draw a sample of 1,000 people randomly from that population (also known as a cross section of that population), measure their weight and height, and calculate what percentage of that sample is categorized as obese. This cross-sectional sample provides us with a snapshot of that population, at that one point in time. Note that we do not know based on one cross-sectional sample if obesity is increasing or decreasing; we can only describe the current proportion. Cross-sectional data differs from time series data, in which the same small-scale or aggregate entity is observed at various points in time. Another type of data, panel data (or longitudinal data), combines both cross-sectional and time series data ideas and looks at how the subjects (firms, individuals, etc.) change over time. Panel data differs from pooled cross section data across time, because it deals with the observations on the same subjects in different times whereas the latter observes different subjects in different time periods. Panel analysis uses panel data to examine changes in variables over time and differences in variables between the subjects. In a rolling cross-section, both the presence of an individual in the sample and the time at which the individual is included in the sample are determined randomly. For example, a political poll may decide to interview 1000 individuals. It first selects these individuals randomly from the entire population. It then assigns a random date to each individual. This is the random date that the individual will be interviewed, and thus included in the survey. Cross-sectional data can be used in cross-sectional regression, which is regression analysis of cross-sectional data. For example, the consumption expenditures of various individuals in a fixed month could be regressed on their incomes, accumulated wealth levels, and their various demographic features to find out how differences in those features lead to differences in consumers behavior.
Views: 5612 The Audiopedia
Panel Data Models Example
 
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Fixed Effects and Random Effects Models Example https://sites.google.com/site/econometricsacademy/econometrics-models/panel-data-models
Views: 90093 econometricsacademy
Panel Data Regression | Econometrics | Fixed-Random Effect |  Data Science
 
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Panel Data combined features of time series and cross section. Panel data regression is used to analyse data that has both cross section and time series features. In this video, we have discussed Fixed effect and Random effect Panel data model apart from with in effect and between effect panel data models. This also covers the definition of cross section, time series & panel data and how they are different. ANalytics Study Pack : http://analyticuniversity.com/ Analytics University on Twitter : https://twitter.com/AnalyticsUniver Analytics University on Facebook : https://www.facebook.com/AnalyticsUniversity Logistic Regression in R: https://goo.gl/S7DkRy Logistic Regression in SAS: https://goo.gl/S7DkRy Logistic Regression Theory: https://goo.gl/PbGv1h Time Series Theory : https://goo.gl/54vaDk Time ARIMA Model in R : https://goo.gl/UcPNWx Survival Model : https://goo.gl/nz5kgu Data Science Career : https://goo.gl/Ca9z6r Machine Learning : https://goo.gl/giqqmx Data Science Case Study : https://goo.gl/KzY5Iu Big Data & Hadoop & Spark: https://goo.gl/ZTmHOA
Views: 7848 Analytics University
Panel data econometrics - an introduction
 
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This video provides an introduction to panel data econometrics, highlighting the issue of unobserved heterogeneity. Check out http://oxbridge-tutor.co.uk/undergraduate-econometrics-course for course materials, and information regarding updates on each of the courses. Check out https://ben-lambert.com/econometrics-course-problem-sets-and-data/ for course materials, and information regarding updates on each of the courses. Quite excitingly (for me at least), I am about to publish a whole series of new videos on Bayesian statistics on youtube. See here for information: https://ben-lambert.com/bayesian/ Accompanying this series, there will be a book: https://www.amazon.co.uk/gp/product/1473916364/ref=pe_3140701_247401851_em_1p_0_ti
Views: 103145 Ben Lambert
Time Series Data|PANEL DATA|CROSS SECTION DATA
 
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In this video you will learn about time series data . You will also learn about panel data and cross section data For Training & Study packs on Analytics/Data Science/Big Data, Contact us at [email protected] For study packs, consulting & training contact [email protected] ANalytics Study Pack : http://analyticuniversity.com/
Views: 27372 Analytics University
Lecture 7 Panel Data Models (Part I)
 
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This is lecture 7 in my Econometrics course at Swansea University. Watch the lecture Live on The Economic Society Facebook page Every Monday 2:00 pm (UK time) between October 2nd and December 2017. http://facebook.com/TheEconomicSociety/ In this lecture, I covered an introduction to panel data models: Nature of Panel Data: (aka longitudinal data) have both time series and cross-sectional dimensions. They arise when we measure the same collection of people or objects over a period of time. This lecture covered the following models: - Pooled OLS regression - Fixed Effect Model - Least Squares Dummy Variable LSDV - Within Group Estimator - Between Estimator - Random Effects Estimator - Hausman Test
Views: 11562 Hanomics
Fixed Effects, First Differences and Pooled OLS - intuition
 
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This video provides intuition as to why Fixed Effects, First Differences and Pooled OLS panel estimators can yield significantly different results. Check out http://oxbridge-tutor.co.uk/undergraduate-econometrics-course for course materials, and information regarding updates on each of the courses. Check out https://ben-lambert.com/econometrics-course-problem-sets-and-data/ for course materials, and information regarding updates on each of the courses. Quite excitingly (for me at least), I am about to publish a whole series of new videos on Bayesian statistics on youtube. See here for information: https://ben-lambert.com/bayesian/ Accompanying this series, there will be a book: https://www.amazon.co.uk/gp/product/1473916364/ref=pe_3140701_247401851_em_1p_0_ti
Views: 64352 Ben Lambert
Easy Econometics series: Time Series Cross section and panel data HINDI/URDU
 
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what is the difference between cross section and panel data??? HERE ARE THE LINKS FOR MY ALL VIDEOS YOU MAY LIKE  Links for; MOTIVATIONAL videos (40 + videos) https://www.youtube.com/watch?v=WM3Upd0MeDg&index=19&list=PLU-cxjF-s0HmnD_TYqmkb6VBL6AusSB_Y RESEARCH & THESIS Writing (6 videos) https://www.youtube.com/watch?v=ib7yYggOgpA&t=308s&list=PLU-cxjF-s0HlVJnf2dev1KtoAD3ZljWVg&index=3 OLIGOPOLY & GAME THEORY ( 6 videos) https://www.youtube.com/playlist?list=PLU-cxjF-s0HnlCialpcyfz0O8xminDXja Basics of ECONOMICS; Micro & Macro (25 + videos) https://www.youtube.com/playlist?list=PLU-cxjF-s0HngkQ9xdQ5waYtpEO2MkP-D ECONOMETRICS; An introduction (20 + videos) https://www.youtube.com/watch?v=WNf1DLTRlTo&index=7&list=PLU-cxjF-s0Hk0DOXPqauiHBfRgaFpqYxK&t=0s Principles of MARKETING ( 10+ videos) https://www.youtube.com/watch?v=mCAogfEz6bs&t=0s&list=PLU-cxjF-s0HlgTwSl9Xk3bx5z8q7kOD6F&index=12 Management; HRM & STRATEGIC MANAGEMENT ( 6 videos) https://www.youtube.com/watch?v=uO3azOb2icE&t=314s&list=PLU-cxjF-s0Hml7o706eKofZ7D4bXIcJwH&index=6 ========= About KOKAB MANZOOR ========= Kokab Manzoor is Certified Trainer, Speaker & Career Counsellor. He has trained thousands of students & Professionals about Leadership & Management skills, Motivation, Personality Grooming, Career selection and about variety of other life skills. Has a sound understanding of needed traits for workplace success and a strong ability to train employees in improving those characteristics. Follow me www.Youtube.com/kokabmanzoor www.Facebook.com/kokabmanzoor19 [email protected] http://kokabmanzoor1.blogspot.com/
Views: 2980 Kokab Manzoor
Time series vs cross sectional data
 
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This video provides an introduction to time series data by a comparison of this data with cross-sectional data. Check out https://ben-lambert.com/econometrics-course-problem-sets-and-data/ for course materials, and information regarding updates on each of the courses. Quite excitingly (for me at least), I am about to publish a whole series of new videos on Bayesian statistics on youtube. See here for information: https://ben-lambert.com/bayesian/ Accompanying this series, there will be a book: https://www.amazon.co.uk/gp/product/1473916364/ref=pe_3140701_247401851_em_1p_0_ti
Views: 84590 Ben Lambert
Panel Data Models in R
 
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Fixed Effects and Random Effects Models in R https://sites.google.com/site/econometricsacademy/econometrics-models/panel-data-models
Views: 85704 econometricsacademy
Panel vs pooled data
 
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This video explains the difference between panel and pooled cross sectional data. Check out http://www.oxbridge-tutor.co.uk/undergraduate-econometrics-course for course materials, and information regarding updates on each of the courses. Check out https://ben-lambert.com/econometrics-course-problem-sets-and-data/ for course materials, and information regarding updates on each of the courses. Quite excitingly (for me at least), I am about to publish a whole series of new videos on Bayesian statistics on youtube. See here for information: https://ben-lambert.com/bayesian/ Accompanying this series, there will be a book: https://www.amazon.co.uk/gp/product/1473916364/ref=pe_3140701_247401851_em_1p_0_ti
Views: 33808 Ben Lambert
Panel Data Models with Individual and Time Fixed Effects
 
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An introduction to basic panel data econometrics. Also watch my video on "Fixed Effects vs Random Effects". As always, I am using R for data analysis, which is available for free at r-project.org My Website: http://www.burkeyacademy.com/ Link to the data: http://www.burkeyacademy.com/my-forms/Panel%20Data.xlsx Link to previous video: http://www.youtube.com/watch?v=ySTb5Nrhc8g Support this project on Patreon! https://www.patreon.com/burkeyacademy Or, a one-time donation on PayPal is appreciated! http://paypal.me/BurkeyAcademy My Website: http://www.burkeyacademy.com/ Talk to me on my SubReddit: https://www.reddit.com/r/BurkeyAcademy/
Views: 207301 BurkeyAcademy
Pooled cross sectional models introduction
 
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This video introduces the concept of a pooled cross section model, explaining its difference to cross sectional and time series models. Check out http://www.oxbridge-tutor.co.uk/undergraduate-econometrics-course for course materials, and information regarding updates on each of the courses. Check out https://ben-lambert.com/econometrics-course-problem-sets-and-data/ for course materials, and information regarding updates on each of the courses. Quite excitingly (for me at least), I am about to publish a whole series of new videos on Bayesian statistics on youtube. See here for information: https://ben-lambert.com/bayesian/ Accompanying this series, there will be a book: https://www.amazon.co.uk/gp/product/1473916364/ref=pe_3140701_247401851_em_1p_0_ti
Views: 22390 Ben Lambert
Cross-sectional data
 
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Cross-sectional data, or a cross section of a study population, in statistics and econometrics is a type data collected by observing many subjects (such as individuals, firms, countries, or regions) at the same point of time, or without regard to differences in time. Analysis of cross-sectional data usually consists of comparing the differences among the subjects. For example, if we want to measure current obesity levels in a population, we could draw a sample of 1,000 people randomly from that population (also known as a cross section of that population), measure their weight and height, and calculate what percentage of that sample is categorized as obese. This cross-sectional sample provides us with a snapshot of that population, at that one point in time. Note that we do not know based on one cross-sectional sample if obesity is increasing or decreasing; we can only describe the current proportion. This video is targeted to blind users. Attribution: Article text available under CC-BY-SA Creative Commons image source in video
Views: 9681 Audiopedia
Removing serial correlation, heteroscedasticity and cross-section dependence from panel data
 
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This is muhmmad saeed aas khan meo please visit my you-tube chanel for more video and my blog for research tips and tricks www.saeedmeo.blogspot.com
Views: 13201 Meo School Of Research
Easy Econometric Series; Pooled Data vs Panel Data HINDI/URDU by Kokab Manzoor
 
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Concept of Pooled data & Panel data is explained with example.. LINKS FOR ALL OTHER EXCITING SERIES RESEARCH & THESIS Writing (10 + videos) https://www.youtube.com/watch?v=ib7yYggOgpA&t=308s&list=PLU-cxjF-s0HlVJnf2dev1KtoAD3ZljWVg&index=3 Basic Statistical Concepts (15 plus videos https://www.youtube.com/watch?v=APY8KSxxFSo&index=4&t=104s&list=PLU-cxjF-s0HkCIlcZMGfjHMukLIbDji1c ECONOMICS for beginners; Micro & Macro (30 + videos) https://www.youtube.com/playlist?list=PLU-cxjF-s0HngkQ9xdQ5waYtpEO2MkP-D OLIGOPOLY & GAME THEORY (6 videos) https://www.youtube.com/playlist?list=PLU-cxjF-s0HnlCialpcyfz0O8xminDXja Easy ECONOMETRICS; (20 + videos) https://www.youtube.com/watch?v=WNf1DLTRlTo&index=7&list=PLU-cxjF-s0Hk0DOXPqauiHBfRgaFpqYxK&t=0s Principles of MARKETING (20 + videos) https://www.youtube.com/watch?v=mCAogfEz6bs&t=0s&list=PLU-cxjF-s0HlgTwSl9Xk3bx5z8q7kOD6F&index=12 Management; HRM & STRATEGIC MANAGEMENT (6 videos) https://www.youtube.com/watch?v=uO3azOb2icE&t=314s&list=PLU-cxjF-s0Hml7o706eKofZ7D4bXIcJwH&index=6 Intro to Industrial Economics https://www.youtube.com/watch?v=eEGeuqhOVdQ&list=PLU-cxjF-s0HnHTZ05_CY6uGLgwVA3Aj-Q MOTIVATIONAL videos (50 + videos) https://www.youtube.com/watch?v=WM3Upd0MeDg&index=19&list=PLU-cxjF-s0HmnD_TYqmkb6VBL6AusSB_Y ========= About KOKAB MANZOOR ========= Kokab Manzoor is Certified Trainer, Speaker & Career Counselor. He has trained thousands of students & Professionals about Leadership & Management skills, Motivation, Personality Grooming, Career selection and about variety of other life skills. Has a sound understanding of needed traits for workplace success and a strong ability to train employees in improving those characteristics. Follow me www.Youtube.com/kokabmanzoor www.Facebook.com/kokabmanzoor19 [email protected] http://kokabmanzoor1.blogspot.com/
Views: 1049 Kokab Manzoor
Stochastic Frontier Model with Cross sectional data
 
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The video illustrates an application of the sfcross command to 1) measure technical efficiency levels and 2) establish correlates of technical efficiency
Views: 1619 Brian Mazorodze
Panel Data Models in Stata
 
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Fixed Effects and Random Effects Models in Stata https://sites.google.com/site/econometricsacademy/econometrics-models/panel-data-models
Views: 285180 econometricsacademy
2.3 Cross-Sectional Regressions
 
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Asset Pricing with Prof. John H. Cochrane PART II. Module 2. Classic Linear Models More course details: https://faculty.chicagobooth.edu/john.cochrane/teaching/asset_pricing.htm
Views: 20066 UChicago Online
ECONOMETRIC ANALYSIS
 
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https://drive.google.com/file/d/0B96vQllwG_1ZWF9TWjczR0RWLWM/view?usp=sharing
Views: 517 Genc Zhushi
Regression with Panel Data I
 
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Paper: Econometrics and Financial Time Series Module: Regression with Panel Data I Content Writer: Prof Arpita Ghose
Views: 3584 Vidya-mitra
Panel Data. Fixed and Random Effect. Model One. EVIEWS
 
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Hossain Academy invites to panel data using EVIEWS
Views: 144273 Sayed Hossain
Pooled cross sectional data benefits - part 1
 
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This video explains some of the benefits of having pooled cross sectional data over a simple cross section. Check out http://www.oxbridge-tutor.co.uk/undergraduate-econometrics-course for course materials, and information regarding updates on each of the courses. Check out https://ben-lambert.com/econometrics-course-problem-sets-and-data/ for course materials, and information regarding updates on each of the courses. Quite excitingly (for me at least), I am about to publish a whole series of new videos on Bayesian statistics on youtube. See here for information: https://ben-lambert.com/bayesian/ Accompanying this series, there will be a book: https://www.amazon.co.uk/gp/product/1473916364/ref=pe_3140701_247401851_em_1p_0_ti
Views: 12294 Ben Lambert
Data Structures (Cross Section, Time series and Panel)
 
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This video presentation explains the three types of data structures viz. Cross Section, Time series and Panel
Views: 317 Fin'Eco Classes
Panel Data Models in SAS
 
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Fixed Effects and Random Effects Models in SAS https://sites.google.com/site/econometricsacademy/econometrics-models/panel-data-models
Views: 19149 econometricsacademy
Making a panel dataset in R studio
 
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Hello researchers, This video will help you making a panel dataset in R from cross-section and time-series data available.
Views: 12913 Sarveshwar Inani
DATA PANEL DINAMIS
 
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-econometric analysis of data panel (Badi H Baltagi) -some tests of specification for panel data : monte carlo evidence and an application to employment equations ( Arelano and Bond) -pooling cross section and time series data in the eatimation of a dynamic model: the demand for natural gas ( balestra and Nerlove) -estimating dynamic demand for cigerettes using panel data: the effects of bootlegging, taxation and adversiting reconsidered ( Baltagi and Levin)
Views: 468 Yani Puspita
How to make Data Panel in E-views
 
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This video explains, how to make data panel in E-views. Panel data is used when data has both time series and cross sectional variation. Regression applied on data having both variations without converting into panel, gives incorrect result. Data must be converted into panel when we have such variation in the data. ------------------------------------------------------------------------------------------ For more tutorials, visit: http://www.e-softlearning.com
Views: 13354 eSoft Learning
Basics of Panel ARDL #ardl #paneldata #pedronitest #panelardl
 
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There are several reasons for conducting a panel data analysis. Such as: (1) the main interest is the “group” and not the individual units in the group, which means that very little information is lost by taking the panel perspective; (2) the use of panel rather than time series data not only increases the total number of observations and their variation but also reduces the noise coming from the individual time series (heteroscedasticity not an issue in panel data analysis); (3) best suited where data availability is an issue particularly for developing countries where short time spans for variables are rampant, often insufficient for fitting time series regressions; (4) there is heterogeneity (differences) among units in the panel; (5) panel estimation techniques take these heterogeneity into account by allowing for subject-specific variables; and (6) suited for studying dynamic changes due to repeated cross-sectional observations. I have listed 10 steps to panel ARDL estimations. They are: (1) specify the model; (2) describe the data; (3) perform correlation analysis; (4) perform unit root tests; (5) determine the optimal lags for the model; (6) perform the Hausman test; (7) perform cointegration test (optional); (8) estimate the model (s); (9) perform causality tests (optional) and (10) perform diagnostics (optional). Follow up with soft-notes and updates from CrunchEconometrix: Website: https://cruncheconometrix.com.ng Blog: https://cruncheconometrix.blogspot.com.ng/ Forum: http://cruncheconometrix.com.ng/blog/forum/ Facebook: https://www.facebook.com/CrunchEconometrix YouTube Custom URL: https://www.youtube.com/c/CrunchEconometrix Stata Videos Playlist: https://www.youtube.com/watch?v=sTpeY31zcZs&list=PL92YnqQQ1gbjyoGWR2VUemNPU93yivXZx EViews Videos Playlist: https://www.youtube.com/watch?v=znObTs4aJA0&list=PL92YnqQQ1gbghRSJURtz08AZdImbge4h-
Views: 4946 CrunchEconometrix
Panel Data. Model One. R Software
 
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Hossain Academy invites you to panel data using R programming
Views: 10106 Sayed Hossain