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Variance Inflation Factors: testing for multicollinearity
 
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This video explains what is meant by 'Variance Inflation Factors', and how these can be used to test for the variables most culpable for causing multicollinearity. 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: 27170 Ben Lambert
The Phillips Curve (Macro Review) Macro 3.4
 
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In this video I explain the Phillips Curve and the relationship between inflation and unemploymnet. Remeber that there are two curves the long run curve and the short run curve. Thanks for watching. Please subscribe. If you need more help, check out my Ultimate Review Packet http://www.acdcecon.com/#!review-pack... Macroeconomics Videos https://www.youtube.com/watch?v=XnFv3... Microeconomics Videos https://www.youtube.com/watch?v=swnoF... Watch Econmovies https://www.youtube.com/playlist?list... Follow me on Twitter https://twitter.com/acdcleadership
Views: 489570 Jacob Clifford
Multicollinearity - Explained Simply (part 1)
 
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I describe what multicolinearity is, why it is a problem, how it can be measured, and what one can do about it. I also give guidelines for interpreting levels of tolerance and the variance inflation factor. For more information and references, check out: http://how2stats.blogspot.com/2011/09/collinearity.html
Views: 129258 how2stats
Economic Forecasting: How to Predict the Future
 
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http://www.patrickschwerdtfeger.com/sbi/ Patrick Schwerdtfeger discusses the impact of demographics on future economic growth for countries around the world including America, Latin America, Europe, Russia, China, Japan, India, Pakistan and the Middle East and North Africa. In particular, he looks at population growth, the age profile and net exports as a way to predict expected economic growth between 2010 and 2050. This type of analysis is extremely valuable for people interested in international business. Their interest might be motivated by business interests, international investment objectives or thought leadership around the world. Regardless how you use this information, it will allow you to literally predict the future for the economic performance of countries all around the world. Patrick Schwerdtfeger is a leading authority on global business trends, and the author of the award-winning book, Marketing Shortcuts for the Self-Employed (2011, Wiley). He is a regular speaker for Bloomberg TV and has spoken about business trends, small business marketing and the social media revolution at conferences and business events around the world. Patrick's past books include Webify Your Business: Internet Marketing Secrets for the Self-Employed (2009) and Make Yourself Useful: Marketing in the 21st Century (2008). He has been featured by the New York Times, LA Times, San Francisco Chronicle, CNN Money, Inc. Magazine, Fortune, Bloomberg Businessweek, the Associated Press, MONEY Magazine and Forbes, among others.
Views: 18558 Patrick Schwerdtfeger
What is econometrics?
 
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This video provides an introduction to the subject of econometrics, using a few examples to explain the sorts of question which are likely to be encountered. In this video I want to talk about what actually do we mean by econometrics. So econometrics is in general a statistical tool set which helps us to evaluate some sort of relationship of interest. An example might be we're interested in, for individuals, what is the effect of an individual's level of education on the average wage which that individual might expect to obtain. So if an individual's level of education increases we might expect that the level of wages which an individual obtains on average might increase. So if I was to plot a graph of the level of education of individuals on the x-axis, against the wages which a group of individuals have obtained on the y-axis, then we might hope to see some sort of positive correlation between these two variables. That's not to say that is necessarily a causal relationship only that there is some sort of positive relationship between these two variables. Econometrics help us to quantify this degree of correlation by in a sense drawing a line through the centre of all those points. And by drawing a line through the centre of all those points we are hoping to capture what is the average effect of education on wages. So on average an individual who has years of education, might expect to obtain a wage which is let's say four hundred dollars. Whereas an individual perhaps if they had a year's worth of education might expect back their wages to go up by a hundred dollars. So they now earn five hundred dollars. Well econometrics is a toolset for finding out what the strength of this relationship is. So how much do wages actually go up by. And this type of relationship here where we're concerned with the relationship for individual people or individual firms is the subject of microeconometrics. And it's called microeconometrics for analogy with microeconomics. Another sort of microeconometric relationship we might be interested in might be, 'What is the effect of TV advertising on a company's level of sales. So if I was to draw a graph of a company's level of sales over time then we might have something which looks something like this. If there is some sort of seasonality. Perhaps this is coffee sales or ice cream sales. And we might be interested in do these peaks which we observe in the data - are they caused by TV advertising? And TV advertising might look something like these bars that I have drawn below. So econometrics is a way of understanding for this time series data does this TV advertising here cause sales to go up? And similarly does this TV advertising here cause sales to go up. So this is slightly different to the previous example in that we are dealing with what we call time series data, whereas the original data was what we call cross-sectional data. But it's still actually what we call Microeconometric data because we are dealing with data for a particular firm. Another type of econometrics is the subject of macroeconometrics and macroeconometrics as its name suggests is to deal with macro relationships. So an example here might be what is the effect of interest rate falls on inflation. So traditional economic theory suggests that if the interest rate falls then the inflation rate should increase because of increases in aggregate demand. So econometrics is a way of quantifying that particular relationship. So all of these relationships are variations on the same sort of theme which we see time and time again in econometrics. So the idea with econometrics is that there is some sort of population or in the case of time series data we actually call this a data generating process but you can kind of think about it for now at least in terms of a population. And within this population there is some sort of true relationship between the variables which are interested in. So there might be some sort of true relationship between an individual's level of wages and let's say their level of education. So in this example here beta quantifies the effects of one year of education on an individual's level of average wages. But there are other factors which also determine wages, which we group together in our population error 'u', which are all these other idiosyncratic factors which affect an individual's level of wages. So an example might be 'where does the individual live?' Are they based in OECD countries for example? What are their interests? Are they interested in pursuing a career where they earn lots of money like an investment banker or are they interested in going into the civil service for example? Those are the sorts of things which are contained within the population error 'u'... Check out https://ben-lambert.com/econometrics-course-problem-sets-and-data/ for course materials, and information regarding updates on each of the courses.
Views: 150780 Ben Lambert
On Econometrics - Koen Jochmans & Mark Thoma - RES 2015
 
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Koen Jochmans of Sciences Po speaks to Mark Thoma about his research and winning the Sargan Prize for outstanding research in The Econometrics Journal. http://www.res.org.uk/details/econometricsnews/7283701/Winner-of-2013-Denis-Sargan-Econometrics-Prize-Announced.html The interview was recorded at the Royal Economic Society annual conference at The University of Manchester in April 2015 and produced by Econ Films. For more about The Royal Economic Society and The Econometrics Journal, see www.res.org.uk
Views: 4287 RoyalEconomicSociety
#2 philip curve analysis, macro economics
 
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short run Philip curve. Long run Philip curve. Natural rate of unemployment. Rational expectation hypothesis
Multicollinearity
 
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This video explains what the issue of multicollinear regressors causes for estimation, using the example of TV and Radio advertising. 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: 85745 Ben Lambert
Nomi Prins - Financial Collapse - Analysis Of US Economy - Wall Street - Banks - Fed - Documentary
 
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Daily Voice News - Economic Collapse http://dailyvoicenews.com Nomi Prins - Financial Collapse - Analysis Of US Economy - Wall Street - Banks - Fed Robert Scheer: Hi, this is Robert Scheer with another edition of Scheer Intelligence, where the intelligence comes from my guests. Sometimes I say hopefully; today there's no question. We are fortunate in having Nomi Prins in the studio here at KCRW. And I must say, I've written a bit about the financial collapse and economics; I was in graduate school in economics and so forth. But I finished Nomi's -- I know all of her other books, she's been a guest in my class at USC, I assign parts of her books about the banking meltdown and how basically the banks were bailed out, but Main Street was screwed, and the whole thing. But this book is her most ambitious. It's called Collusion: How Central Bankers Rigged the World. And just by way of preface, you know, there's a whole sort of conspiracy theory industry about the Federal Reserve and so forth, and then the sophisticated response is supposed to be, oh, yes, but all they're doing is regulating interest rates, and keeping inflation down, so there's no there there. And I must say [Laughs], I went along with that, you know, and I've covered the Federal Reserve, and as I say, studied it in graduate school. But reading your book, reading Collusion -- no, you're right. They've rigged the world. And the point that you make, particularly about the U.S. Federal Reserve, you deal with all the central banks -- which, by the way, is not only not described in the Constitution, it's something that only came about quite late in American history, 1913, I believe -- is it was always described as having a very specific, modest function; as I say, controlling, you know, the rate of inflation. But what you point out in your book is because of the banking crisis -- first of all, our Federal Reserve enabled the banking crisis; and secondly, instead of learning the lesson that they can do damage, they responded to the banking crisis by making it much worse, by allowing the banks to get even bigger and screwing over the consumers. Is that not the thesis of the book? Nomi Prins: That's the thesis -- that's just America. [Laughs] That's the thesis of what the Fed has done, first of all, yes. Forgetting to watch their banks, which they are supposed to regulate, going into the financial crisis. In fact, seeing problems emerging and literally publicly deflecting, for example, that mortgage problems were going to become a bigger issue in the public eye and in the press. To, going on after the financial crisis, to subsidizing these banks; they have unleashed, the Federal Reserve, with no limitation, with no regulation, with no legislation, with no accountability, the largest bank subsidy program in the history of the world. And I say this because they've brought in -- and this is where the term collusion comes into play -- a number of other G7 central banks to expand that subsidy for banks in the financial system throughout the world. RS: Yeah. I mean, this is what is so exciting about this book. And I must say, to use the word exciting in a discussion of banking is often a stretch. But you actually pull it off. And I, just to give something about your background, Nomi Prins comes from the enemy camp. She was one of these wonks, these experts on the mathematics of the economy, the econometrics and so forth, that gave rise to a lot of these bad packages. Your graduate work was done in this field. And you were working at Bear Stearns and Lehman Brothers, both of which went belly-up; you were working at Goldman Sachs as a manager; you've worked at Chase and other places. And you bring an insider's expertise. And in this book, you point out that in fact, there are some real contradictions. Because of the crisis of the housing meltdown, the greatest crisis we've had since the Great Depression, this spooked the banks all over the world and the economies all over the world. And the irony in this is that the resistance from other banks was met by our Federal Reserve in saying no, our way or the highway. And let me just make clear the critical point here: do these banks serve the people in their own country, or do they serve the bankers or the super rich? That is really the issue. And when the other bankers have tried to push back and say, you know, whether it was in France or elsewhere in Italy -- no, we have to be concerned about how this plays out for our economy and ordinary people and wages and unemployment and so forth -- it was the U.S. Federal Reserve that snapped the whip and said, no, we are saving the big banks here.
Views: 6227 Daily Voice News
Multicollinearity and Regression. Model One. Part 1 of 3. EVIEWS
 
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============================= Welcome to Hossain Academy Homepage:https://www.sayedhossain.com YouTube: https://www.youtube.com/user/sayedhossain23 Facebook:https://www.facebook.com/pages/Hossain-Academy/393927400736679 =================================
Views: 43064 Sayed Hossain
Lecture50 (Data2Decision) Detecting Multicollinearity
 
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Correlation matrix, variance inflation factor, and eigensystem analysis to detect multicollinearity. Course Website: http://www.lithoguru.com/scientist/statistics/course.html
Views: 2559 Chris Mack
Multiple Regression - Dummy variables and interactions - example in Excel
 
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In this video, I present an example of a multiple regression analysis of website visit duration data using both quantitative and qualitative variables. Variables used include gender, browser, mobile/non-mobile, and years of education. Gender and mobile each require a single dummy variable, while browser requires several dummy variables. I also present models that include interactions between the dummy variables and years of education to analyze intercept effects, slope effects, and fully interacted models. In short, I cover: - multiple category qualitative variables - dummy variables - intercept effects - slope effects - dummy interactions I hope you find it useful! Please let me know if you have any questions! --Dr. D.
Views: 234341 Jason Delaney
Estimating a VAR(p) in EVIEWS
 
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This clip demonstrates some basic EVIEWS techniques used to estimate Vector Autoregressive Models. If you are after the theory of VARs you may want to look at these clips VAR Setup, Representations, Properties: http://youtu.be/cw0hi00Yieg VAR Estimation and Uses: http://youtu.be/J6BTw2Ff95A Data used, you can download data like these from the Federal reserves FRED database, eg. French data are on: https://research.stlouisfed.org/fred2/series/IRLTLT01FRM156N (slightly different to the data used in the clip though)
Views: 142084 Ralf Becker
Excel - Time Series Forecasting - Part 1 of 3
 
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Part 2: http://www.youtube.com/watch?v=5C012eMSeIU&feature=youtu.be Part 3: http://www.youtube.com/watch?v=kcfiu-f88JQ&feature=youtu.be This is Part 1 of a 3 part "Time Series Forecasting in Excel" video lecture. Be sure to watch Parts 2 and 3 upon completing Part 1. The links for 2 and 3 are in the video as well as above.
Views: 771849 Jalayer Academy
Panel Threshold Regression using Stata
 
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Threshold regression allows us to estimate a single regression with different kind of relationship between two different nature of the same data. Like we can find and compare the effect of inflation on growth rate of GDP through threshold to compare the effect of inflation during high inflation and compare this to effect of inflation on growth rate of GDP during low inflation. Providing private online courses in Econometrics Research using Stata, Eviews, R and Minitab. These short tutorials are part of the lessons which we edit to silence and share with our audience for free. The original videos containd discussions and questions answers between students and instructors of the course in Econometrics and Stata or Eviews. Enroll for a private online course towards your PhD research in Economics or Finance.
Count Data Models in R
 
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Poisson Model, Negative Binomial Model, Hurdle Models, Zero-Inflated Models in R https://sites.google.com/site/econometricsacademy/econometrics-models/count-data-models
Views: 17899 econometricsacademy
Multiple regression using STATA video 3 evaluating assumptions
 
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Third video in the series, focusing on evaluating assumptions following OLS regression. Specifically focuses on use of commands for obtaining variance inflation factors, generating fitted Y values, unstandardized, standardized, and studentized residuals. Covers use of residuals plots for evaluating assumptions related to linearity and constant variances. Also, covers ways of identifying outliers using studentized residuals. The data for this video can be downloaded here: https://drive.google.com/open?id=1YUntvjTxmUvdhQtcLAnl3z449OYKJjFW Word document containing commands can be downloaded here: https://drive.google.com/open?id=18AKCsvvJ5-f2-3gQNH5SnJYv70NpM1vw
Views: 3517 Mike Crowson
R squared part 1
 
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This video introduces the concept of R squared in econometrics, in terms of the explained sum of variance and the total sum of squares. 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: 29295 Ben Lambert
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: 29803 Ben Lambert
Econometrics - Multicollinearity
 
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Multicollinearity covers - definition, perfect multicollinearity, imperfect multicollinearity, effects, detection, remedies
Views: 14807 Subhashish Bhadra
5. Detecting Multicollinearity in Regression using VIF
 
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With multiple linear regression, the basic assumption of OLS regarding multicollinearity comes into play. The lecture covers checking for collinearity/correlations between independent variables using VIF or Variance Inflation Factor. The video explains the derivation and interpretation of VIF with rule of hand for cut-offs to exclude correlated variables.s The SAS syntax for PROC REG to generate VIF tables An understanding of basic statistics including hypothesis testing, variable distributions, P value interpretation is a must to grasp the concepts discusses in this series. Please refer to the Basic Statistics lecture series - http://goo.gl/BqhMqs in order to cover these topics from ground up. This playlist provides approximately 5 hours of our Analytics Training video series, the training covers Multiple Linear Regression using tools such as SAS, SPSS, Statistica and R using Rattle. For more information, please visit www.learnanalytics.in . For enquiries drop an email to [email protected] . The objective of the training series is to prepare the student for a career in Data Analysis and the Analytics Industry in general. Please visit our website for further details. If you wish to subscribe to our full Analytics Training module, please visit http://goo.gl/nIJJHg for our paid Youtube Channel which contains additional hours covering more extensive topics including Linear Regression/Logistic Regression, building and testing predictive models using Logistic / Decision Trees and Ensembling. All videos on our paid channel are available without advertisement interruptions and you can enrol for a 14 day free subscription trial. You pay only if you want to continue. Additionally, you get access to the datasets discussed in the videos and all SAS Codes.
Views: 15265 Learn Analytics
Lecture52 (Data2Decision) Detecting Multicollinearity in R
 
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Using R to detect mutlicollinearity (eigenvalues, variance inflation factors), and using ridge regression to deal with multicollinearity. Course Website: http://www.lithoguru.com/scientist/statistics/course.html
Views: 9127 Chris Mack
8. Time Series Analysis I
 
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MIT 18.S096 Topics in Mathematics with Applications in Finance, Fall 2013 View the complete course: http://ocw.mit.edu/18-S096F13 Instructor: Peter Kempthorne This is the first of three lectures introducing the topic of time series analysis, describing stochastic processes by applying regression and stationarity models. License: Creative Commons BY-NC-SA More information at http://ocw.mit.edu/terms More courses at http://ocw.mit.edu
Views: 164468 MIT OpenCourseWare
Mod-01 Lec-01 Lecture 1
 
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Macro Economics by Prof.Surajit Sinha,Department of Humanities and Social Sciences,IIT Kanpur.For more details on NPTEL visit http://nptel.ac.in
Views: 69601 nptelhrd
Multicollinearity and Regression. Model One. Part 2 of 3. EVIEWS
 
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============================= Welcome to Hossain Academy Homepage:https://www.sayedhossain.com YouTube: https://www.youtube.com/user/sayedhossain23 Facebook:https://www.facebook.com/pages/Hossain-Academy/393927400736679 Twitter:https://twitter.com/Hossain_Academy =================================
Views: 32311 Sayed Hossain
How Do Interest Rates Affect Stocks, Inflation, Business Activities in Our Economy? (1999)
 
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William "Bill" Wolman (December 14, 1927 – December 5, 2011) was a longtime chief economist at BusinessWeek magazine, and a frequent commentator on CNBC. Journalism awards presented to Bill Wolman include the John Hancock Award, National Magazine Award, Deadline Club Award and University of Missouri Journalism Award. On CNBC, Wolman often paired with Neil Cavuto, acting as a taciturn foil to Cavutos more outspoken demeanour. Born in Montreal, Canada, Wolman attended McGill University and went on to Stanford University to complete a Ph.D. in economics before he joined the economics staff at Business Week Magazine in 1960. He was married to the economist Anne Colamosca, with whom he often collaborated. https://en.wikipedia.org/wiki/William_Wolman Mark Zandi is chief economist of Moody's Analytics, where he directs economic research. He is co-founder of Economy.com, which was acquired by Moody's Analytics in 2005. Prior to founding Economy.com, Zandi was a regional economist at Chase Econometrics. Dr. Zandi’s broad research interests encompass macroeconomics, financial markets and public policy. His recent research has focused on mortgage finance reform and the determinants of mortgage foreclosure and personal bankruptcy. He has analyzed the economic impact of various tax and government spending policies and assessed the appropriate monetary policy response to bubbles in asset markets. A trusted adviser[1] to policymakers and an influential source of economic analysis for businesses, journalists and the public, Dr. Zandi frequently testifies before Congress on topics including the economic outlook, the nation’s daunting fiscal challenges, the merits of fiscal stimulus, financial regulatory reform, and foreclosure mitigation. He is often quoted in national and global publications and interviewed by major news media outlets, and is a frequent guest on CNBC,[2] NPR, Meet the Press,[3] CNN,[4] and various other national networks and news programs. Zandi is also a regular op-ed contributor to the Washington Post[5] and Philadelphia Inquirer.[6] Zandi's analysis of the impact of an economic stimulus package on the United States economy was cited by Christina Romer and Jared Bernstein in their report on President Barack Obama's proposed American Recovery and Reinvestment Plan, which became the American Recovery and Reinvestment Act of 2009. https://en.wikipedia.org/wiki/Mark_Zandi Kelli Arena is an American television journalist and university professor, known as a former Washington D.C. correspondent for CNN. Arena is currently the Executive Director of the Global Center for Journalism and Democracy at Sam Houston State University, and holds the Dan Rather Endowed Chair. She also does work as a freelance reporter. https://en.wikipedia.org/wiki/Kelli_Arena
Views: 146 Way Back
Analysis of the UK's recent economic data
 
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Contributor(s): Dr Joachim Wehner Released on 26 April 2013. Dr Joachim Wehner on the economic data released in the week 22nd- 26th April 2013.
Forex and Econometric Analysis latest News Onelife
 
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Introduction to Multicollinearity part 1
 
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www.learnitt.com . For assignment help/ homework help/Online Tutoring in Economics pls visit www.learnitt.com. This video explains multicollinearity
Views: 15074 ecopoint
Testing for the Presence of Multicollinearity in SPSS
 
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In this video I show how to test for multicollinearity in SPSS. We estimate hours worked equation presented in Chapter 4 of Gujarati’s Econometrics by Example 2nd edition textbook. We show how to test whether the regression output suffers from multicollinearity and how to correct for this problem
Views: 18700 Justin Doran
Professor James Heckman: "The Economics of Inequality and Human Development" Lecture
 
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Nobel laureate, Professor James Heckman (Chicago) delivered a lecture on 3 September 2013 on "The Economics of Inequality and Human Development." This policy lecture was organised by the Centre for the Microeconomic Analysis of Public Policy (CPP) and the Centre for Microdata Methods and Practice, two ESRC research centres hosted at the Institute for Fiscal Studies (IFS). With support from University College London (UCL) and hosted by the British Academy.
Views: 20738 The British Academy
Computing Variance Inflation Factor VIF in R Studio
 
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Hello Researchers, This video tells how to compute VIF in R-Studio. For similar updates to make your research better, visit my blog http://learningeconometrics.blogspot.in/
Views: 13616 Sarveshwar Inani
Multicollinearity with R
 
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Includes, - what is multicollinearity? - what problems it creates? - how to assess its presence or absence? - what is the solution? - use of variance inflation factor (vif) - example with r R is a free software environment for statistical computing and graphics, and is widely used by both academia and industry. R software works on both Windows and Mac-OS. It was ranked no. 1 in a KDnuggets poll on top languages for analytics, data mining, and data science. RStudio is a user friendly environment for R that has become popular.
Views: 18642 Bharatendra Rai
ECO601_Lecture02
 
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ECO601 - Business Econometrics: Lecture 02
Views: 4274 vu
President Trump WAS RIGHT about Bitcoin!!! 😡😡 | Bitcoin Price | Stock Market Today | Econometrics
 
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Please watch: "Inflation Explained & The Fed's Ponzi Dollar 💯 https://www.youtube.com/watch?v=EDeVISp6TV0 --~-- SUBSCRIBE LIKE A BOSS: https://www.bit.ly/YouTubeBK Trump Speech - Bitcoin News - Bitcoin Crash 2018 - 92 News Please leave comments for questions you have - I respond after every video! FREE COMMUNITY RESOURCES: ⚡ Subscribe ⚡ www.bit.ly/YouTubeBK ⚡ Patreon ⚡ www.patreon.com/bkcryptotrader ⚡ Steemit ⚡ www.steemit.com/@bkcryptotrader/ ⚡ TV Charts⚡ www.bit.ly/BK-TradingView BOSS METHOD TOOLS: 🔷 Crypto Package for Success https://BossofBitcoin.com 🔷 Boss Method Alert Service http://bit.ly/BKAlertService 🔷 Chart Like a Boss http://bit.ly/ChartLikeABoss 🔷 Bitquick (Trade USD for BTC) http://bit.ly/BKBitQuick BK SOCIAL MEDIA ⭐ #1 Bitcoin Group in the World https://www.facebook.com/groups/bkcryptotrader/ ⭐Twitter: https://twitter.com/BKCryptoTrader ⭐ LinkedIn: https://www.linkedin.com/in/bkcryptotrader/ ⭐ BK & Cole Vlog: http://bit.ly/BKandCole 🙏 CRYPTO TIP JAR 🙏 BTC: 16q66dZy768RMoNUugU3JLKdVCBkrknfGm ETH: 0x360b19D733Fba1008Fc313e7A994346E4C1339B2 LTC: LUuupxHHBrtdVqqNiXrtJqDDyyUauZXkzc BCH: 17eTGQJgZVGNmFsosj7ZMFG7jcz9nysWtD NEO: AJvJRoQ1pVAxVU1EwMrY6cC76J3C6GVESW - or - Donate $10 https://www.paypal.me/BKCryptoTrader/10 Donate $25 https://www.paypal.me/BKCryptoTrader/25 🙏 THANK YOU!! 🙏 Every day we discuss new topics, and the purpose of this community is to provide educational information on cryptocurrency trading and other Fintech products. Additional news topics that may be discussed include various products in the crypto verse such as Ripple (XRP), Litecoin (LTC), and Ethereum (ETH). Topics discussed will include: Bitcoin trading, how to trade bitcoin, bitcoin trading tutorial, and cryptocurrency technical analysis. It should also be noted that altcoin trading, altcoins, finance, crypto, and trending bitcoin news is discussed as well. Over the course of our discussions, we will also cover the various exchanges that answer the questions of How to Buy Bitcoin along with providing transfer from BTC to USD through Coinbase, Poloniex, Bittrex, Bitbay, Binance, Bitstamp, and Bitfinex Tutorials. The crypto world is full of new tech capabilities and amazing hacks, a few of them include ZCash, Monero, Litecoin, Ethereum, Ark, Neo, and Bitcoin Cash. Disclaimer: I am a native born American citizen and actively practice all of my US Constitutional Rights. Having been accredited by both The Ohio Board of Education, Kaplan Institute and The University of Notre Dame - this channel is identified as educational in nature and design. Therefore, any viewer should note that topics discussed are that of an academic exercise, and are thus applicable for any and all fair use privileges. This channel recognizes and supports the rights of free expression and speech. Freedom of expression protects information, opinions and ideas of all kinds. The Internet is a public good which has become essential for the effective exercise and enjoyment of the right to freedom of expression. All information and ideas expressed by any individual or organization on this forum is an exercise of freedom of speech, does not necessarily represent the actual views or opinions of its originating contributor, and most certainly does not represent the views and opinions of any affiliated company. If you choose to apply this information to your own personal life, then you recognize that you are therefor exercising your constitutional right to freedom of expression. Don't invest money you can't afford to lose. My videos may contain affiliate links to products I believe will add value to your life. Other topics that may be covered include: crypt0, chris dunn, btckyle, high altitude investing, jerry banfield, thechartguys, dollar vigilante, silver, day trading, how to make money, youtube university, google hangouts, hangoutsonair, hoa, banfield, ameer rosin, peter schiff, finance, economy, silver, stock, fintech, currency, investing, forex, usd, profit, retirement, economics, value, hangouts on air, 2017, 2018, 2019, 2020 and nem - which is basically a lot. I dedicate time everyday to post videos to help the community become empowered and make money. If any of this information helped you please support the channel through a donation :) Stay Cryptic Y'all. BK
Zero Inflated Poisson ( ZIP) models
 
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Paper: Regression Analysis III Module: Zero Inflated Poisson ( ZIP) models Content Writer: Sayantee Jana/ Sujit Ray
Views: 6335 Vidya-mitra
What is ECONOMIC FORECASTING? What does ECONOMIC FORECASTING mean?
 
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What is ECONOMIC FORECASTING? What does ECONOMIC FORECASTING mean? ECONOMIC FORECASTING meaning - ECONOMIC FORECASTING definition - ECONOMIC FORECASTING explanation. Source: Wikipedia.org article, adapted under https://creativecommons.org/licenses/by-sa/3.0/ license. Economic forecasting is the process of making predictions about the economy. Forecasts can be carried out at a high level of aggregation—for example for GDP, inflation, unemployment or the fiscal deficit—or at a more disaggregated level, for specific sectors of the economy or even specific firms. Many institutions engage in economic forecasting, including international organisations such as the International Monetary Fund, World Bank and the OECD, national governments and central banks, and private sector entities, be they think-tanks, banks or others. Some forecasts are produced annually, but many are updated more frequently. Economists select which variables are important to the subject material under discussion. Economists may use statistical analysis of historical data to determine the apparent relationships between particular independent variables and their relationship to the dependent variable under study. For example, to what extent did changes in housing prices affect the net worth of the population overall in the past? This relationship can then be used to forecast the future. That is, if housing prices are expected to change in a particular way, what effect would that have on the future net worth of the population? Forecasts are generally based on sample data rather than a complete population, which introduces uncertainty. The economist conducts statistical tests and develops statistical models (often using regression analysis) to determine which relationships best describe or predict the behavior of the variables under study. Historical data and assumptions about the future are applied to the model in arriving at a forecast for particular variables. The economist typically considers risks (i.e., events or conditions that can cause the result to vary from their initial estimates). These risks help illustrate the reasoning process used in arriving at the final forecast numbers. Economists typically use commentary along with data visualization tools such as tables and charts to communicate their forecast. Forecasts are used for a variety of purposes. Governments and businesses use economic forecasts to help them determine their strategy, multi-year plans, and budgets for the upcoming year. Stock market analysts use forecasts to help them estimate the valuation of a company and its stock.
Views: 2103 The Audiopedia
DEMAND FORECASTING IN HINDI | Concept, Uncertainties and Coping with uncertainties | BBA/MBA | ppt
 
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#YouTubeTaughtMe PROJECT PLANNING AND EVALUATION IN HINDI - 2 This video consists of the following: 1. Meaning and Concept of Demand Forecasting in hindi 2. Uncertainties in demand forecasting - Data about past and present market i. Lack of standardization ii. Few observations iii. Influence of abnormal factors - Methods for forecasting i. Inability to handle unquantifiable factors ii. Unrealistic assumptions iii. Excessive data requirement - Environmental changes i. Technological changes ii. Shifts in Government policy iii. Developments on the international scene iv. Discovery of new sources of raw materials v. Condition of monsoon 3. Measures for coping with uncertainties in demand forecasting IF ANYONE INTERESTED IN JOINING MY TEAM IN MAKING PPTs, HE/SHE CAN JOIN MY TEAM MY NUMBER IS 9716663769 (WhatsApp only). BEST REFERRED BOOK FOR PROJECT PLANNING AND EVALUATION (PRASANNA CHANDRA) : https://amzn.to/2M6Y8mk - Projects: Planning - Analysis by Prasanna Chandra (Author) TAGS FOR VIDEO: demand forecasting meaning in hindi demand forecasting hindi meaning demand forecasting in hindi demand forecasting pdf demand forecasting ppt demand forecasting definition demand forecasting slideshare demand forecasting as a planning tool demand forecasting challenges demand forecasting determinants demand forecasting disadvantages demand forecasting examples demand forecasting errors demand forecasting gone wrong hr demand forecasting ppt demand forecasting limitations demand forecasting lecture notes demand forecasting problems demand forecasting problems and solutions demand forecasting youtube effective demand forecasting in 9 steps problems arises in demand forecasting making demand forecasting more certain uncertainties arises in demand forecasting
Views: 18750 Sonu Singh - PPT wale
Detecting Multicollinearity in SPSS
 
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Just a quick guide on detecting multicollinearity in SPSS.
Views: 227437 James Gaskin
PMG. Sem-1, Economics Hons.
 
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Unit-2 Tax and Price Elasticity, Part-1
Views: 3258 PMG
Macroeconomic Forecasting | IMFx on edX | Course About Video
 
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Take this course for free on edX: https://www.edx.org/course/macroeconomic-forecasting-imfx-mfx ↓ More info below. ↓ Follow on Facebook: https://www.facebook.com/edX Follow on Twitter: https://www.twitter.com/edxonline Follow on YouTube: https://www.youtube.com/user/edxonline About this course In this macroeconomics course, you will learn to predict macroeconomic variables such as inflation, growth or consumption, and to create statistical models in economics and use them to predict responses to economic policy. You will learn from hands-on demonstrations of model-building, forecasting and policy analysis, using data sets from a wide variety of countries. During this economics course, you will be provided with a free temporary license to EViews – a popular software for estimating and simulating forecasting models that has become a standard in central banks and academic institutions worldwide. Macroeconomic Forecasting is offered by the IMF with financial support from the Government of Belgium.
Views: 5473 edX
#26 Multicollinearity - what is it; impact on least squares(OLS)
 
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Multicollinearity is a problem in regression , a model studied in econometrics. Explanation of impact on least squares estimator in multiple regression when there is perfect or severe collinearity/multicollinearity. 1:07 Short explanation - perfect multicollinearity arises when the X matrix does not have full column rank 8:00 study of X'X matrix, 12:20 example in Excel 14:10 geometric interpretation of multicollinearity Perfect multicollinearity is when X'X is not of full rank and so is singular. Severe multicollinearity is when X'X is close to being singular.
Views: 334 Phil Chan
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: 73967 Ben Lambert
Serial Correlation summary
 
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This video explains what is meant by serial correlation, and how it can lead estimators to be inefficient. 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: 40620 Ben Lambert
Introduction to the Theory of Economic Growth - Lecture 5.1
 
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A sequence of lectures on the theory of economic growth, given to the doctoral students in the PhD program at the Universita' Ca' Foscari, Venezia. I will post the reading list as soon as I find a way to do it :)
Views: 204 Michele Boldrin
What Is Omitted Variable Bias?
 
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Omitted variable bias is a type of selection bias that occurs in regression analysis when we don’t include the right controls. --------------------------------------------------------------- Subscribe for new videos every Tuesday! http://bit.ly/1Rib5V8 Dictionary of Economics Course: http://bit.ly/2w0wxNj Additional practice questions: http://bit.ly/2PoA4Nn Ask a question about the video: http://bit.ly/2MGASPj Help translate this video: http://bit.ly/2w86pjN
Weapons against inflation (1978) — with Alan Greenspan | ARCHIVES
 
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December 5, 1978: This AEI Public Policy Forum, focuses on the anti-inflation program announced by President Carter in the fall of 1978. The debate ranges over the difficulties of enforcing guidelines in a vast and complex economy, the inequities of common rules for differently situated companies and labor groups, and the prospects for more severe controls if inflation does not abate. The panel, moderated by former ABC News Chief John Charles Daly, brought together some of the leading participants in the controversy over the best means of controlling inflation. Panelists: Alan Greenspan — Former Chairman of the Council of Economic Advisers under President Ford Alfred Kahn — Chairman of the Council on Wage and Price Stability Rudolph Oswald — Director of Research for the AFL-CIO Marvin Kosters — Director of AEI's Center for the Study of Government Regulation Moderator: John Charles Daly In 1978, transcripts were available by mail for a small fee. Today, they're available to you for free at this link: https://goo.gl/9fprG1 Subscribe to AEI's YouTube Channel https://www.youtube.com/user/AEIVideos?sub_confirmation=1 Like us on Facebook https://www.facebook.com/AEIonline Follow us on Twitter https://twitter.com/AEI For more information http://www.aei.org Music credit: BY – "synthwave" by places https://goo.gl/BwJKUt Music marked "BY" is used under Creative Commons Attribution License: https://creativecommons.org/licenses/by/2.5/ Third-party photos, graphics, and video clips in this video may have been cropped or reframed. Music in this video may have been recut from its original arrangement and timing. In the event this video uses Creative Commons assets: If not noted in the description, titles for Creative Commons assets used in this video can be found at the link provided after each asset. The use of third-party photos, graphics, video clips, and/or music in this video does not constitute an endorsement from the artists and producers licensing those materials. AEI operates independently of any political party and does not take institutional positions on any issues. AEI scholars, fellows, and their guests frequently take positions on policy and other issues. When they do, they speak for themselves and not for AEI or its trustees or other scholars or employees. More information on AEI research integrity can be found here: http://www.aei.org/about/ #aei #news #politics #government #education #history
Principles of Economics
 
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Get everything you need to understand how a modern market economy works and learn how to "think like an economist." Topics include microeconomic analysis of markets for goods and services and policy choices that affect these markets, macroeconomic concepts such as national production, employment, inflation and interest rates, long-run growth and short-term fluctuations in national economies, and the role of government regulation, monetary policy, and fiscal policy. Learn more and register: http://online.stanford.edu/course/principles-economics-summer-2017
🔥🔥 THE BOSS METHOD - EXPLAINED 🔥🔥 Technical Analysis Bitconnect Bitstamp Bittrex ETH BTC
 
01:07:25
Please watch: "Inflation Explained & The Fed's Ponzi Dollar 💯 https://www.youtube.com/watch?v=EDeVISp6TV0 --~-- Official Bitcoin Price ETH Explained Bitconnect Bitstamp Bittrex Tutorial Cloud Mining Steemit Want to win free bitcoin? Vote for your favorite crypto below! If I pick you for my next chart analysis - you win! Thank you all so much for watching, sharing & subscribing! Have an idea for a new topic for a video? Feel free to tell me in the comments below! BUY & SELL BITCOIN - BitQuick http://bit.ly/BKBitQuick How to Earn Free Bitcoin 2017 - Crypto Trading http://BossofBitcoin.com Topics Covered: free bitcoin,best crypto,investing,cryptocurrency,what is bitcoin,bitcoin price,bitcoin news,brandon kelly,bk cryptotrader,bitcoin bubble,antshares,technical,how to buy bitcoin,crypt0,ethereum,eth,btc,digital,crypto,bitcoin,banfield,poloniex,coinbase,bittrex,nem,finance,value,silver,cliff high,genesis mining,investment,chart,stock,litecoin,bitcoin 2017,2017,crypto currency,best crypto,crypto trading,bitcoin cash,bitcoin eclipse,solar ecliplse,cryptonomics 🎥 🎥 SUBSCRIBE NOW 🎥 🎥 http://bit.ly/BKsubscribe 📈 FREE CHARTS (BDKELLY1203) 📈 http://bit.ly/BKTradingView 🌍 #1 BITCOIN GROUP IN THE WORLD 🌍 http://bit.ly/BKFacebookGroup 🔥🔥 CHART LIKE A BOSS - Playlist 🔥🔥 http://bit.ly/ChartLikeABoss 🔥 1:1 MEETING / PROFIT PACKAGE / DREAM TEAM BossofBitcoin.com/shop Want to know: What is Bitcoin Cash, How to Buy Bitcoin, How to use Bitcoin, How Bitcoin Works, What is Bitcoin, How to Earn free Bitcoin, How to Chart Like a Boss ?? If so then you found the right channel. I'm Brandon Kelly - The Boss of Bitcoin. am Brandon Kelly the Crypto Trader while I am not one of the thechartguys - I am the Boss Of Bitcoin - and this site covers the technical analysis of crypto currency stock charts, bitcoin icos, initial coin offering, token sale, bitcoin price, cryptocurrency news, BCC, and digital currency technical analysis, and most notably when bitcoin price hits an all time high - resulting in the bitcoin bubble. The crypto world is full of 2017 new tech capabilities and amazing hacks, a few of them include Bitcoin, Ethereum, Ripple, Litecoin, Ethereum Classic, NEM, Dash, IOTA, BitShares, Stratis, Monero, ZCash, Bytecoin, Waves, Steem, Golem, Siacoin, Stellar Lumens, Dogecoin, Lisk, Gnosis, Digibyte, and MaidSafeCoin - amongst others! Other topics that may be covered include: crypt0, chris dunn, btckyle, high altitude investing, jerry banfield, thechartguys, dollar vigilante, silver, day trading, how to make money, youtube university, google hangouts, hangoutsonair, hoa, banfield, ameer rosin, peter schiff, finance, economy, silver, stock, fintech, currency, investing, forex, usd, profit, retirement, economics, value, hangouts on air, 2017, 2018, 2019, 2020 and nem - which is basically a lot. 🔥 ADD BK ON LINKEDIN https://goo.gl/gbFCAJ 🔥 LEDGER NANO S http://bit.ly/BKLedgerNanoS 🔥 FREE AMAZON PRIME http://bit.ly/BKAmazonPrime Intro Music: https://www.bensound.com Every day we discuss new topics, and the purpose of this community is to provide educational information on cryptocurrency trading and other Fintech products. Additional news topics that may be discussed include various products in the crypto verse such as Ripple (XRP), Litecoin (LTC), and Ethereum (ETH). Disclaimer: I'm not a financial advisor, and nothing I say is meant to be a recommendation to buy or sell any financial instrument. Don't invest money you can't afford to lose. My videos may contain affiliate links to products I believe will add value to your life. 🙏 TIPS & DONATIONS - THANK YOU!! 🙏 BCH: 1P2WoWSGkxAjCRJwUAaZW4P54xvhpAqfQx BTC: 1M5S7buN1UhprWwRz7tzcMaktu78WadQVc Dash: Xo5rERp5ZXESS3qGqKyTk2dQTvCcHwmNH5 ETH: 0x05b6a90fC5D39a4adcedFE0fF4Eac247e1276a8e PayPal: paypal.me/BKCryptoTrader/20 I dedicate time everyday to post videos to help the community become empowered and make money. If any of this information helped you please support the channel through a donation :) Stay Cryptic Y'all. BK Multistreaming with https://restream.io/ cloud mining

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