Claudiughiuzan

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This summary provides a good explanation of the panel data. It goes into explaining the meaning of panel data, how to deal with panel data regressions, pooled regressions with examples from the class, fixed effects, time and firm fixed effects and random effects model. It explains the within and between estimator, the interpretation of the models, the Hausman test together with the interpretation of the stata table, some exam questions, and at the end it goes into the clustered standard errors....

Boek
Samenvatting
• 15 pagina's •
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Summary - Unit Roots

This summary provides the basis for unit roots. It contains an explanation of the unit root issues, transitory effects, permanent effect, random walk model (with drift), trend stationary process, how to solve the issues, de-trending, how to formally test for non-stationarity, Dikey-Fuller test, Augmented Dikey Fuller Test, and a real life example with step by step interpretation of the results table. This summary helps you go through material without watching again the lengthy web-lectures. I ...

Boek
Samenvatting
• 13 pagina's •
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Summary - ARMA Basics

This summary provides the basis for the ARMA models. It contains an explanation of the autocorrelation, White Noise, Partial Autocorrelation, Moving Average Model, Stationarity of the time series, weakly stationary, covariance stationary, model selection criteria, and how to interpret the graphs. This summary helps you go through material without watching again the lengthy web-lectures. I practically wrote down everything what he said. It helps also if you did not watch the weblecture, because ...

Boek
Samenvatting
• 11 pagina's •
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Summary - AR(1), MA(1), ARMA(2,1) step by step

Here is the summary from the models AR(1), MA(1), ARMA(2,1) step by step, explained with colours. If something is not understandable, please write it in the comments below. This summary helps you go through material without watching again the lengthy web-lectures. I practically wrote down everything what he said. It helps also if you did not watch the weblecture, because you can find here everything what he talked about.

Boek
Samenvatting
• 13 pagina's •
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Summary - Forecasting with GARCH, Value at Risk

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This is the summary of forecasting with GARCH and Value at Risk. The summary contains an explaination of the derivation of the GARCH model, evaluation of volatility forecast, value at risk, testing the VaR, how to judge if the VaR is correct, an example of the model, and the criticism. This summary helps you go through material without watching again the lengthy web-lectures. I practically wrote down everything what he said. It helps also if you did not watch the weblecture, because you can fin...

Boek
Samenvatting
• 12 pagina's •
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Summary - GARCH, JP Morgen Risk Metrics, GJR GARCH, E-GARCH Models

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Here is a summary of the above models. The explanation is taken from the class. This summary contains everything what we talked about in terms of interpretation, estimation, and diagnostic checks. This summary helps you go through material without watching again the lengthy web-lectures. I practically wrote down everything what he said. It helps also if you did not watch the weblecture, because you can find here everything what he talked about.

Boek
Samenvatting
• 15 pagina's •
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Summary - ARCH Models

Here you can find a summary of the ARCH models. Basically, in this document you can find everything that the prof. said in the class. It contains explanation of different types of volatility, the basic ARCH model, conditional variance, transformation of the model into ARMA model, volatility clustering, testing for ARCH effects, diagnostic of the model. This summary helps you go through material without watching again the lengthy web-lectures. I practically wrote down everything what he said. It ...

Boek
Samenvatting
• 13 pagina's •
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ARMA Model – Stata Lab Session Notes

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Here are the notes from the ARMA Model Lab session. The document includes all the steps with the explanation attached. There are 8 steps. 1 - Looking to the data, 2 - Looking at the autocorrelation plot, 3 - Estimate ARMA models, 4 - Construct residuals and check if there is autocorrelation, 5 - Construct the fit of the model with the test for homoscedasticity and the log of the VIX, 6 - Forecasting, 7 - Checking the forecast model with explanation of unbiasedness, accuracy, and efficiency, 8 -...

College aantekeningen
• 20 pagina's •
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