5.96 GB | 13min 14s | mp4 | 1920X1080 | 16:9
Genre:eLearning |Language:English

Files Included :
FileName :1 - 1) Introduction-to-Stochastic-Processes.mp4 | Size: (78.01 MB)
FileName :2 - Classifying Stochastic Processes.mp4 | Size: (87.54 MB)
FileName :3 - Markov Property The Heart of Modern Credit and Insurance Models.mp4 | Size: (103.1 MB)
FileName :4 - Discrete Time Markov Chains in Credit Risk Modelling.mp4 | Size: (53.69 MB)
FileName :5 - Time Inhomogeneous Markov Chains.mp4 | Size: (89.03 MB)
FileName :6 - Continuous Time Markov Jump Processes.mp4 | Size: (113.87 MB)
FileName :7 - Poisson Processes.mp4 | Size: (73.03 MB)
FileName :8 - Applications of Stochastic Processes in Banking and Insurance.mp4 | Size: (117.07 MB)
FileName :1 - Survival Functions Hazard Rates and the Force of Mortality.mp4 | Size: (86.64 MB)
FileName :2 - Empirical Survival Estimation Kaplan-Meier Estimator.mp4 | Size: (62.96 MB)
FileName :3 - Nelson-Aalen Estimator Cumulative Hazard Estimation.mp4 | Size: (69.56 MB)
FileName :4 - Cox-Proportional Hazards Model.mp4 | Size: (96.31 MB)
FileName :5 - The Structure of a Time to Default Problem.mp4 | Size: (59.9 MB)
FileName :6 - Nelson-Aalen Cumulative Hazard for Understanding Risk Build up.mp4 | Size: (108.34 MB)
FileName :7 - Fitting a Cox Proportional Hazards Model.mp4 | Size: (71.54 MB)
FileName :8 - Time Dependent Covariates for IFRS-9 PIT Modelling.mp4 | Size: (96.99 MB)
FileName :9 - From Hazard to Survival to PD Term Structures.mp4 | Size: (42.35 MB)
FileName :10 - Model Validation and Backtesting.mp4 | Size: (158.38 MB)
FileName :11 - Applications of Stochastic Processes in Banking and Insurance.mp4 | Size: (149.17 MB)
FileName :1 - Introduction to Transition Intensities.mp4 | Size: (18.5 MB)
FileName :2 - Exposed to Risk Concepts-and-Foundations.mp4 | Size: (29.63 MB)
FileName :3 - Maximum Likelihood Estimation of Transition Intensities.mp4 | Size: (35.7 MB)
FileName :4 - Observational Plans and Waiting Time Structures.mp4 | Size: (29.53 MB)
FileName :5 - Multi-State Waiting Time Likelihoods for IFRS-9.mp4 | Size: (53.05 MB)
FileName :6 - The Multi-State Likelihood for Credit Transition Systems.mp4 | Size: (27.42 MB)
FileName :7 - Estimating Central Exposed to Risk.mp4 | Size: (40.75 MB)
FileName :8 - Census vs Exact Methods for Exposed-to-Risk.mp4 | Size: (29.85 MB)
FileName :9 - Rate Intervals and Actuarial Estimation.mp4 | Size: (46.89 MB)
FileName :10 - Single-vs-Multiple Decrement Models in IFRS-9 Credit Risk Modelling.mp4 | Size: (58.33 MB)
FileName :1 - From Intensities to Transition Probabilities.mp4 | Size: (36.91 MB)
FileName :2 - Constructing Monthly Transition Matrices.mp4 | Size: (25.45 MB)
FileName :3 - Multi-State Transition Structures for IFRS-9 Modelling.mp4 | Size: (38.58 MB)
FileName :4 - Stationary-vs-Non Stationary Transition Systems.mp4 | Size: (29.71 MB)
FileName :5 - Markov Chains Forward Projection and State Evolution.mp4 | Size: (32.37 MB)
FileName :6 - Multi-Period Propagation of Credit States.mp4 | Size: (21.11 MB)
FileName :7 - Lifetime PD from Transition Matrices.mp4 | Size: (45.48 MB)
FileName :1 - Stationarity Integration and Unit Roots I(0) , I(1), I.mp4 | Size: (33.93 MB)
FileName :2 - Backshift Operator Filters and Lag Structures.mp4 | Size: (51.21 MB)
FileName :3 - AR, MA, ARMA and ARIMA Models for Macroeconomic Data.mp4 | Size: (40.05 MB)
FileName :4 - Random Walks Drift and Long Term Macro Behaviour.mp4 | Size: (53.23 MB)
FileName :5 - Cointegration Error Correction Models and Multivariate AR.mp4 | Size: (49.47 MB)
FileName :6 - Indentification Estimation and Diagnostic Checking.mp4 | Size: (67.34 MB)
FileName :7 - Forecasting Macroeconomic Variables for IFRS-9.mp4 | Size: (46.74 MB)
FileName :8 - Smoothing Seasonal Adjustment and IFRS-9 Macro Overlays.mp4 | Size: (55.71 MB)
FileName :1 - Foundations and Branches of Machine Learning.mp4 | Size: (63.02 MB)
FileName :2 - Supervised-vs-Unsupervised Learning in Risk Modelling.mp4 | Size: (40.81 MB)
FileName :3 - Regression vs Classification Models Risk Specific.mp4 | Size: (43.65 MB)
FileName :4 - Generative-vs-Discriminative Models Advanced Concepts.mp4 | Size: (30.62 MB)
FileName :5 - Penalised Regression LASSO, Ridge and Elastic Net.mp4 | Size: (34.1 MB)
FileName :6 - Decision Trees and Practical Applications in Banking.mp4 | Size: (64.13 MB)
FileName :7 - Machine Learning Use Cases in Actuarial Science and Banking Analytics.mp4 | Size: (67.26 MB)
FileName :1 - IFRS-9 PD Modelling Using Cox Proportional Hazards.mp4 | Size: (35.19 MB)
FileName :2 - Loan Level Multi-State Modelling Stage-1, Stage-2, Default and Cure.mp4 | Size: (41.16 MB)
FileName :3 - Macro Driven Overlays for Transition Models.mp4 | Size: (24.58 MB)
FileName :4 - Term Structure of PD Using Mortality Projection Models.mp4 | Size: (33.34 MB)
FileName :5 - Stress Testing with Extreme Value Theory and Copulas.mp4 | Size: (66.32 MB)
FileName :6 - Stochastic Processes in Capital Modelling.mp4 | Size: (59.99 MB)
FileName :7 - Integrated IFRS-9 ECL Case Study End-to-End Modelling.mp4 | Size: (76.08 MB)
FileName :1 - Loss Severity and Credit Risk Distributions.mp4 | Size: (29.29 MB)
FileName :2 - Deductibles Excess Layers and Credit Risk Loss Structures.mp4 | Size: (39.56 MB)
FileName :3 - Why Deductibles and Excess Layers Matter in Credit Risk.mp4 | Size: (66.82 MB)
FileName :4 - Goodness-of-Fit Testing for Severity and LGD Models.mp4 | Size: (48.46 MB)
FileName :5 - Extreme Value Theory for Tail Risk in Credit Losses.mp4 | Size: (91.38 MB)
FileName :6 - Extreme Value Distributions in IFRS-9 Credit Risk Modelling.mp4 | Size: (46.34 MB)
FileName :7 - Tail Weight Comparison and Ranking of Severity Models.mp4 | Size: (47.22 MB)
FileName :8 - Catastrophic Loss Modelling and IFRS-9 VaR and ES.mp4 | Size: (65.44 MB)
FileName :1 - Loss Given Default, LGD The Missing Link in Credit Risk.mp4 | Size: (76.38 MB)
FileName :2 - Data Preparation for LGD Modelling.mp4 | Size: (62.44 MB)
FileName :3 - Linear Regression LGD Model.mp4 | Size: (52.1 MB)
FileName :4 - Beta and Fractional Response Regression.mp4 | Size: (43.7 MB)
FileName :5 - Inflated Beta Regression for Loss Given Default.mp4 | Size: (65.97 MB)
FileName :6 - Mixed Effects LGD Model.mp4 | Size: (105.22 MB)
FileName :7 - Model Validation and Comparison.mp4 | Size: (69.47 MB)
FileName :8 - IFRS-9 and Basel Integration of LGD.mp4 | Size: (135.14 MB)
FileName :9 - End-to-End LGD Modelling Case Study.mp4 | Size: (93.54 MB)
FileName :10 - LGD Modelling Recap and Transition to ECL.mp4 | Size: (52.09 MB)
FileName :11 - LGD Logit Transform DEMO.mp4 | Size: (93.99 MB)
FileName :12 - LGD Beta Regression DEMO.mp4 | Size: (36.5 MB)
FileName :13 - LGD Quantile Regression DEMO.mp4 | Size: (41.07 MB)
FileName :14 - LGD Decision Tree.mp4 | Size: (45.67 MB)
FileName :15 - LGD Random Forest DEMO.mp4 | Size: (61.73 MB)
FileName :16 - LGD Fractional logit DEMO.mp4 | Size: (63.31 MB)
FileName :17 - LGD Beta Mixed Methods.mp4 | Size: (45.46 MB)
FileName :18 - LGD ZERO OR ONE INFLATED BETA.mp4 | Size: (48.14 MB)
FileName :1 - Exposure at Default Modelling.mp4 | Size: (72.93 MB)
FileName :2 - Understanding Credit Conversion Factors CCF.mp4 | Size: (76.26 MB)
FileName :3 - Data Preparation for EAD Modelling.mp4 | Size: (74.53 MB)
FileName :4 - Linear and Log Linear EAD Regression Models.mp4 | Size: (94.56 MB)
FileName :5 - Tobit and Truncated Regression for EAD.mp4 | Size: (115.09 MB)
FileName :6 - Beta and Fractional Response Regression for EAD.mp4 | Size: (112.57 MB)
FileName :7 - Credit Conversion Factor, CCF Modelling Regression and Logistic Approaches.mp4 | Size: (142.54 MB)
FileName :8 - Validation and Back Testing of EAD Models.mp4 | Size: (115.16 MB)
FileName :9 - IFRS-9 and Basel Integration of EAD.mp4 | Size: (62.5 MB)
FileName :10 - End-to-End EAD Modelling Case Study.mp4 | Size: (113.97 MB)
FileName :11 - EAD Recap and Transition to Expected Credit Loss ECL.mp4 | Size: (99.95 MB)]
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