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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: 58879 Analytics University
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: 38003 Matthew Rafferty
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: 2541 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: 6908 Economics Guider
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: 23300 Analytics University
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: 71842 Ben Lambert
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: 15354 UChicago Online
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: 2905 The Audiopedia
How to prepare panel data in stata and make panel data regression in Stata
 
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This video is dedicated for anyone of you who want to utilize stata to make panel data analysis, the presentation is quick and fast, and to the point! If you want to get the sample xls file for this calculation, please download from my blog in this address https://goo.gl/xnRqgR. Together there you also can see the script of these stata codes or you can also see from the description below. Happy learning! The code for this paneldata preparation in stata is // To re group into numeric the variable parameter egen (proposed variable) = group(the existing variable as a parameter) in this example egen countrynum = group(A) // To check whether the data is fit with the countrynum list A countrynum in 1/10, sepby (A) // To prepare based on the group of parameter xtset (variable of group) xtset countrynum // To set the group yearly xtset countrynum (the yearly variable), yearly xtset countrynum B, yearly // to regres this panel data xtreg (dependent variable) (independet variable and the rest) And guys if you want to get more stata video from me, please dont forget to subscribe! visit my site : https://notafra.id or mail me at : [email protected]
Views: 144636 quickworld
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: 86577 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: 1896 Kokab Manzoor
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: 6546 Hanomics
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: 28934 Ben Lambert
Panel Data. Fixed and Random Effect. Model One. EVIEWS
 
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Hossain Academy invites to panel data using EVIEWS
Views: 127262 Sayed Hossain
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: 253890 econometricsacademy
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: 19035 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: 72030 econometricsacademy
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 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: 188197 BurkeyAcademy
Panel Data Analysis V
 
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Paper: Econometrics and Financial Time Series Module: Panel Data Analysis V Content Writer: Dr Arpita Ghose
Views: 373 Vidya-mitra
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: 10393 Meo School Of Research
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: 82711 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: 9595 Sarveshwar Inani
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: 2742 Vidya-mitra
Panel Data Estimation I- First Differencing and Fixed Effects (BSE)
 
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Subject: Business Economics Paper: Fundamentals of Econometrics
Views: 2722 Vidya-mitra
Easy Econometric Series; Pooled Data vs Panel Data HINDI/URDU by Kokab Manzoor
 
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FOR ALL VIDEOS PLZ CLICK youtube.com/kokabmanzoor/videos
Views: 388 Kokab Manzoor
What is CROSS-SECTIONAL REGRESSION? What does CROSS-SECTIONAL REGRESSION mean?
 
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What is CROSS-SECTIONAL REGRESSION? What does CROSS-SECTIONAL REGRESSION mean? CROSS-SECTIONAL REGRESSION meaning - CROSS-SECTIONAL REGRESSION definition - CROSS-SECTIONAL REGRESSION 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 In statistics and econometrics, a cross-sectional regression is a type of regression in which the explained and explanatory variables are associated with one period or point in time. This type of cross-sectional analysis is in contrast to a time-series regression or longitudinal regression in which the variables are considered to be associated with a sequence of points in time. For example, in economics a regression to explain and predict money demand (how much people choose to hold in the form of the most liquid assets) could be conducted with either cross-sectional or time series data. A cross-sectional regression would have as each data point an observation on a particular individual's money holdings, income, and perhaps other variables at a single point in time, and different data points would reflect different individuals at the same point in time. In contrast, a regression using time series would have as each data point an entire economy's money holdings, income, etc. at one point in time, and different data points would be drawn on the same economy but at different points in time.
Views: 1261 The Audiopedia
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: 54762 Ben Lambert
Panel Data. Fixed and Random Effect. Model Three. STATA
 
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Hossain Academy invites to panel data using STATA
Views: 29363 Sayed Hossain
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: 7809 eSoft Learning
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: 306 Yani Puspita
EViews Tutorial: Episode 1 - Inputting data from Excel
 
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This video covers how to input 3 types of data from Microsoft Excel to EViews 8: cross-section, time-series, and panel data. Subscribe for more videos.
Views: 135027 EconoMe
Panel Data Modeling in SAS/ETS
 
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Roberto Gutierrez discusses the key features of PROC PANEL for modeling panel data, including new features in SAS/ETS 14.1. LOOKING FOR SAS/ETS RESOURCES? You can find complete information on our support site at http://support.sas.com/ets. SAS/ETS® SOFTWARE Model, forecast and simulate processes with econometric and time series analysis SAS/ETS offers a broad array of time series, forecasting, and econometric techniques that enable modeling, forecasting, and simulation of business processes for improved strategic and tactical planning. SAS/ETS can help you understand the impact that factors such as economic and market conditions, customer demographics, pricing decisions, and marketing activities have on business. http://www.sas.com/en_us/software/analytics/ets.html DOWNLOAD SAS/ETS FACT SHEET http://www.sas.com/content/dam/SAS/en_us/doc/factsheet/ets-101530.pdf SUBSCRIBE TO THE SAS SOFTWARE YOUTUBE CHANNEL http://www.youtube.com/subscription_center?add_user=sassoftware ABOUT SAS SAS is the leader in business analytics software and services, and the largest independent vendor in the business intelligence market. Through innovative solutions, SAS helps customers at more than 75,000 sites improve performance and deliver value by making better decisions faster. Since 1976 SAS has been giving customers around the world The Power to Know.® VISIT SAS http://www.sas.com CONNECT WITH SAS SAS ► http://www.sas.com SAS Customer Support ► http://support.sas.com SAS Communities ► http://communities.sas.com Facebook ► https://www.facebook.com/SASsoftware Twitter ► https://www.twitter.com/SASsoftware LinkedIn ► http://www.linkedin.com/company/sas Google+ ► https://plus.google.com/+sassoftware Blogs ► http://blogs.sas.com RSS ►http://www.sas.com/rss
Views: 4108 SAS Software
Stata. Datos de Panel 3/3 (panel data analysis with stata)
 
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Datos e información adicional DATOS (enviados por David Domínguez, mi agradecimiento): https://www.dropbox.com/s/9qfew96oze3clmu/panel101%20version%2012.dta?dl=0 https://www.dropbox.com/s/y43sg2e7luirtcy/panel101.dta?dl=0 https://www.dropbox.com/s/utn7937licdwqza/panel101%20datos%20en%20excel.xlsx?dl=0 https://www.dropbox.com/s/cksbtw8v8lhf6jf/Panel101.pdf?dl=0 Saludos, César Sánchez. [email protected]
Views: 11526 César Sánchez
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: 8657 Audiopedia
Pooled OLS
 
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Views: 5694 Jochumzen

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