| 1 -Congratulations and Useful Reading.mp4 | 64.4 MB | ||
| 1 -Covariance vs Pearson's Correlation Coefficient.mp4 | 29.9 MB | ||
| 1 -Excel Quick Tips.mp4 | 36.5 MB | ||
| 1 -Finding Financial Data.mp4 | 22.7 MB | ||
| 1 -GARCH (Symmetrical) Introduction.mp4 | 39.1 MB | ||
| 1 -Gauss-Markov Assumptions for BLUE.mp4 | 24.2 MB | ||
| 1 -Linear Regression Introduction.mp4 | 52.9 MB | ||
| 1 -Simple Prices.mp4 | 13 MB | ||
| 1 -Stationarity - Strict versus Weak.mp4 | 73.4 MB | ||
| 1 -Welcome and Why Financial Econometrics.mp4 | 61.5 MB | ||
| 10 -Cointegration - Granger Causality and Linear Processes.mp4 | 36.5 MB | ||
| 10 -Fitting Normal Distribution to SPY Ln Returns.mp4 | 64.7 MB | ||
| 10 -MLE - Introduction.mp4 | 7.7 MB | ||
| 11 -MLE - Illustration.mp4 | 54.1 MB | ||
| 11 -Skewness and Kurtotsis - Theory.mp4 | 19.5 MB | ||
| 12 -MLE - Ln Likelihood Function.mp4 | 31.3 MB | ||
| 12 -Skewness and Kurtosis - Practice.mp4 | 30.1 MB | ||
| 13 -Empirical vs Student-T and Std Normal PDF - Intro.mp4 | 21.5 MB | ||
| 13 -MLE - Running Our First Estimation.mp4 | 53.5 MB | ||
| 14 -ARMA - Introduction.mp4 | 12.7 MB | ||
| 14 -Empirical vs Student-T and Std Normal PDF - Build.mp4 | 144 MB | ||
| 15 -ARMA - AR1 OLS vs MLE Comparison.mp4 | 49.1 MB | ||
| 15 -ECDF vs Normal CDF.mp4 | 90.2 MB | ||
| 16 -ARMA - Full Estimation.mp4 | 58.5 MB | ||
| 16 -Building a Q-Q Plot.mp4 | 69.5 MB | ||
| 17 -Q-Q Plot Review and Recap.mp4 | 20.2 MB | ||
| 18 -PDF and CDF Math Notation.mp4 | 18.4 MB | ||
| 19 -Mixture Densities - Intro.mp4 | 24.7 MB | ||
| 2 - Financial Trading and Analysis Further Online Resources.html | 204.8 B | ||
| 2 -ACF vs PACF - Comparison.mp4 | 20.4 MB | ||
| 2 -Calculating Covar(X,Y) and Correlation.mp4 | 31 MB | ||
| 2 -GARCH (Symmetrical) Volatility Modelling.mp4 | 111 MB | ||
| 2 -Section Resources Note.mp4 | 13.2 MB | ||
| 2 -Simple OLS - Estimating Intercept and Slope.mp4 | 50.9 MB | ||
| 2 -Simple Returns.mp4 | 3.3 MB | ||
| 2 -Stationarity - Modelling Stationary vs Non-Stationary.mp4 | 76.8 MB | ||
| 2 -What You Can Expect.mp4 | 65.7 MB | ||
| 20 -Mixture Densities - Build.mp4 | 37.3 MB | ||
| 2_3_eulers_constant.xlsx | 134 KB | ||
| 2_4_modelling_ln_returns.xlsx | 328 KB | ||
| 3 -ACF on XECUSDT - Calculation.mp4 | 72.7 MB | ||
| 3 -Bivariate Normal Joint Density.mp4 | 40.1 MB | ||
| 3 -Discrete Probability Densities.mp4 | 64.4 MB | ||
| 3 -GARCH (Asymmetrical) Introduction.mp4 | 13.1 MB | ||
| 3 -Logarithm vs Natural Logarithm.mp4 | 67.3 MB | ||
| 3 -Q&A and Discord.mp4 | 32.3 MB | ||
| 3 -Simple OLS - Intercept and Slope Practical.mp4 | 41.6 MB | ||
| 3 -Stationarity - Unit Roots and Integration.mp4 | 28.5 MB | ||
| 3_probability_and_mom.xlsx | 1.1 MB | ||
| 3_probability_and_mom_STARTING.xlsx | 567.8 KB | ||
| 4 - RESOURCES.html | 819.2 B | ||
| 4 -ACF on XECUSDT - Trading Strategy Analysis (optional).mp4 | 55.3 MB | ||
| 4 -Copulas - Introduction.mp4 | 75.9 MB | ||
| 4 -GARCH (Asymmetrical) Volatility Modelling.mp4 | 46.4 MB | ||
| 4 -Modelling With Ln Prices and Ln Returns - Additive Property.mp4 | 68.1 MB | ||
| 4 -Random Variables and their CDF.mp4 | 52.9 MB | ||
| 4 -Simple OLS - ANOVA Metrics Explained.mp4 | 28.5 MB | ||
| 4 -Stationarity - Testing with DF and ADF.mp4 | 18.4 MB | ||
| 5 -Copulas - Plan of Attack.mp4 | 44.2 MB | ||
| 5 -GARCH Asset Pairs Comparison Using CW (Optional).mp4 | 38.7 MB | ||
| 5 -Hoxha_422839.pdf | 972.2 KB | ||
| 5 -Modelling With Ln Returns - Histogram.mp4 | 65.7 MB | ||
| 5 -PACF Calculation.mp4 | 70.7 MB | ||
| 5 -Simple OLS - ANOVA Calculated.mp4 | 65.4 MB | ||
| 5 -Stationarity - Modelling DF and ADF Tests.mp4 | 91.4 MB | ||
| 5 -Stats 101 - Population vs Sample Math Notation.mp4 | 24.1 MB | ||
| 5_estimation_methods.xlsx | 459.2 KB | ||
| 5_estimation_methods_STARTING.xlsx | 290 KB | ||
| 6 -Cointegration - Introduction.mp4 | 45.3 MB | ||
| 6 -Copulas - Gaussian Density Calculation.mp4 | 128.9 MB | ||
| 6 -First Central Moment - Mean.mp4 | 12.3 MB | ||
| 6 -Simple OLS - Hypothesis Testing.mp4 | 40.9 MB | ||
| 6_autocorrelation.xlsx | 167 KB | ||
| 6_autocorrelation_STARTING.xlsx | 61.7 KB | ||
| 7 -Cointegration - Testing ONEUSDT vs MANAUSDT.mp4 | 88.9 MB | ||
| 7 -Copulas - Gaussian Conditional Probability.mp4 | 39.7 MB | ||
| 7 -Second Central Moment - Variance.mp4 | 9 MB | ||
| 7 -Simple OLS - LINEST Model Completion.mp4 | 104.3 MB | ||
| 7_stationarity_coint.xlsx | 625.4 KB | ||
| 7_stationarity_coint_STARTER.xlsx | 350.2 KB | ||
| 8 -Cointegration - Error Correction Model (ECM).mp4 | 31.4 MB | ||
| 8 -Multiple OLS - Introduction to Linear Algebra.mp4 | 50.6 MB | ||
| 8 -Standard Normal Distribution - Theory.mp4 | 60.4 MB | ||
| 8_garch.xlsx | 603.3 KB | ||
| 8_garch_starting.xlsx | 154.1 KB | ||
| 9 -Building a Normal Distribution from Scratch.mp4 | 129.3 MB | ||
| 9 -Cointegration - ECM Applied to ONEUSDT and MANAUSDT.mp4 | 86.3 MB | ||
| 9 -Multiple OLS - Practical Analysis.mp4 | 167.5 MB | ||
| Bonus Resources.txt | 102.4 B | ||
| DS_Store | 6 KB | ||
| Get Bonus Downloads Here.url | 204.8 B | ||
| _.DS_Store | 102.4 B | ||
| _2_3_eulers_constant.xlsx | 204.8 B | ||
| _2_4_modelling_ln_returns.xlsx | 204.8 B | ||
| _3_probability_and_mom.xlsx | 204.8 B | ||
| _3_probability_and_mom_STARTING.xlsx | 204.8 B | ||
| _5_estimation_methods.xlsx | 307.2 B | ||
| _5_estimation_methods_STARTING.xlsx | 307.2 B | ||
| _6_autocorrelation.xlsx | 307.2 B | ||
| _6_autocorrelation_STARTING.xlsx | 204.8 B | ||
| _7_stationarity_coint.xlsx | 204.8 B | ||
| _7_stationarity_coint_STARTER.xlsx | 307.2 B | ||
| _8_garch.xlsx | 307.2 B | ||
| _8_garch_starting.xlsx | 204.8 B | ||
| _appendix_excel_playground.xlsx | 204.8 B | ||
| _data.xlsx | 204.8 B | ||
| _joint_probs_and_copulas.xlsx | 307.2 B | ||
| _joint_probs_and_copulas_STARTING.xlsx | 204.8 B | ||
| _~$3_probability_and_mom.xlsx | 204.8 B | ||
| appendix_excel_playground.xlsx | 21.4 KB | ||
| data.xlsx | 247.2 KB | ||
| joint_probs_and_copulas.xlsx | 1.1 MB | ||
| joint_probs_and_copulas_STARTING.xlsx | 957.2 KB | ||
| ~$3_probability_and_mom.xlsx | 204.8 B | ||
| ▲ 116 total files | |||
Master Financial Econometrics for Time Series Analysis
https://WebToolTip.com
Published 2/2025
Created by Shaun McDonogh
MP4 | Video: h264, 1280x720 | Audio: AAC, 44.1 KHz, 2 Ch
Level: Beginner | Genre: eLearning | Language: English | Duration: 75 Lectures ( 7h 40m ) | Size: 3.65 GB
Understand how to model and analyse financial time series from scratch for beginners. Theory, math, excel, application.
What you'll learn
Foundations of Financial Econometrics & Data Analysis with Excel
Modelling Financial Dependency: Correlation, Bivariate Distributions and Copulas
Advanced Time Series Concepts: Stationarity, Cointegration, and Volatility Modelling
Building and Implementing Time Series Models in Excel: ARMA, ARIMA, and GARCH
Requirements
Basic Experience with Microsoft Excel
A Keen Interest in Quant Finance Related Topics
Understanding of What Financial Assets Are (i.e. what AAPL, MSFT, BTC relate to)
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