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[ WebToolTip com ] Udemy - Master Financial Econometrics for Time Series Analysis
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Get Bonus Downloads Here.url (Size: 3.65 GB) (Files: 116)
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1 - Introduction
1 -Welcome and Why Financial Econometrics.mp4
2 -What You Can Expect.mp4
3 -Q&A and Discord.mp4
4 - RESOURCES.html
RESOURCES
Appendix
appendix_excel_playground.xlsx
DS_Store
Section2
2_3_eulers_constant.xlsx
2_4_modelling_ln_returns.xlsx
Section3
3_probability_and_mom.xlsx
3_probability_and_mom_STARTING.xlsx
Section4
joint_probs_and_copulas.xlsx
joint_probs_and_copulas_STARTING.xlsx
Section5
5_estimation_methods.xlsx
5_estimation_methods_STARTING.xlsx
Section6
6_autocorrelation.xlsx
6_autocorrelation_STARTING.xlsx
DS_Store
Section7
7_stationarity_coint.xlsx
7_stationarity_coint_STARTER.xlsx
Section8
8_garch.xlsx
8_garch_starting.xlsx
data.xlsx
~$3_probability_and_mom.xlsx
__MACOSX
RESOURCES
Appendix
_appendix_excel_playground.xlsx
Section2
_2_3_eulers_constant.xlsx
_2_4_modelling_ln_returns.xlsx
Section3
_3_probability_and_mom.xlsx
_3_probability_and_mom_STARTING.xlsx
Section4
_joint_probs_and_copulas.xlsx
_joint_probs_and_copulas_STARTING.xlsx
Section5
_5_estimation_methods.xlsx
_5_estimation_methods_STARTING.xlsx
Section6
_.DS_Store
_6_autocorrelation.xlsx
_6_autocorrelation_STARTING.xlsx
Section7
_7_stationarity_coint.xlsx
_7_stationarity_coint_STARTER.xlsx
Section8
_8_garch.xlsx
_8_garch_starting.xlsx
_.DS_Store
_data.xlsx
_~$3_probability_and_mom.xlsx
10 - APPENDIX
1 -Excel Quick Tips.mp4
2 - Modelling Financial Prices and Returns
1 -Simple Prices.mp4
2 -Simple Returns.mp4
3 -Logarithm vs Natural Logarithm.mp4
4 -Modelling With Ln Prices and Ln Returns - Additive Property.mp4
5 -Modelling With Ln Returns - Histogram.mp4
3 - Introduction to Probability and Central Moments
1 -Finding Financial Data.mp4
10 -Fitting Normal Distribution to SPY Ln Returns.mp4
11 -Skewness and Kurtotsis - Theory.mp4
12 -Skewness and Kurtosis - Practice.mp4
13 -Empirical vs Student-T and Std Normal PDF - Intro.mp4
14 -Empirical vs Student-T and Std Normal PDF - Build.mp4
15 -ECDF vs Normal CDF.mp4
16 -Building a Q-Q Plot.mp4
17 -Q-Q Plot Review and Recap.mp4
18 -PDF and CDF Math Notation.mp4
19 -Mixture Densities - Intro.mp4
2 -Section Resources Note.mp4
20 -Mixture Densities - Build.mp4
3 -Discrete Probability Densities.mp4
4 -Random Variables and their CDF.mp4
5 -Stats 101 - Population vs Sample Math Notation.mp4
6 -First Central Moment - Mean.mp4
7 -Second Central Moment - Variance.mp4
8 -Standard Normal Distribution - Theory.mp4
9 -Building a Normal Distribution from Scratch.mp4
4 - Modelling Joint Probability with Copula Dependency
1 -Covariance vs Pearson's Correlation Coefficient.mp4
2 -Calculating Covar(X,Y) and Correlation.mp4
3 -Bivariate Normal Joint Density.mp4
4 -Copulas - Introduction.mp4
5 -Copulas - Plan of Attack.mp4
5 -Hoxha_422839.pdf
6 -Copulas - Gaussian Density Calculation.mp4
7 -Copulas - Gaussian Conditional Probability.mp4
5 - Linear Regression Estimation Methods
1 -Linear Regression Introduction.mp4
10 -MLE - Introduction.mp4
11 -MLE - Illustration.mp4
12 -MLE - Ln Likelihood Function.mp4
13 -MLE - Running Our First Estimation.mp4
14 -ARMA - Introduction.mp4
15 -ARMA - AR1 OLS vs MLE Comparison.mp4
16 -ARMA - Full Estimation.mp4
2 -Simple OLS - Estimating Intercept and Slope.mp4
3 -Simple OLS - Intercept and Slope Practical.mp4
4 -Simple OLS - ANOVA Metrics Explained.mp4
5 -Simple OLS - ANOVA Calculated.mp4
6 -Simple OLS - Hypothesis Testing.mp4
7 -Simple OLS - LINEST Model Completion.mp4
8 -Multiple OLS - Introduction to Linear Algebra.mp4
9 -Multiple OLS - Practical Analysis.mp4
6 - Working With OLS
1 -Gauss-Markov Assumptions for BLUE.mp4
2 -ACF vs PACF - Comparison.mp4
3 -ACF on XECUSDT - Calculation.mp4
4 -ACF on XECUSDT - Trading Strategy Analysis (optional).mp4
5 -PACF Calculation.mp4
7 - Integration and Cointegration
1 -Stationarity - Strict versus Weak.mp4
10 -Cointegration - Granger Causality and Linear Processes.mp4
2 -Stationarity - Modelling Stationary vs Non-Stationary.mp4
3 -Stationarity - Unit Roots and Integration.mp4
4 -Stationarity - Testing with DF and ADF.mp4
5 -Stationarity - Modelling DF and ADF Tests.mp4
6 -Cointegration - Introduction.mp4
7 -Cointegration - Testing ONEUSDT vs MANAUSDT.mp4
8 -Cointegration - Error Correction Model (ECM).mp4
9 -Cointegration - ECM Applied to ONEUSDT and MANAUSDT.mp4
8 - GARCH Volatility Modelling
1 -GARCH (Symmetrical) Introduction.mp4
2 -GARCH (Symmetrical) Volatility Modelling.mp4
3 -GARCH (Asymmetrical) Introduction.mp4
4 -GARCH (Asymmetrical) Volatility Modelling.mp4
5 -GARCH Asset Pairs Comparison Using CW (Optional).mp4
9 - Congratulations and Next Steps
1 -Congratulations and Useful Reading.mp4
2 - Financial Trading and Analysis Further Online Resources.html
Bonus Resources.txt
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