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Stochastic Reserving Framework
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2025
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Actuarial
Actuarial
Exam 5
Ratemaking & Reserving
Exam 5
Foreward
Foreward
Tips
AJ
Wording
Careful
Insurance Basics
Insurance Basics
The Insurance Product
Data Aggregation
Pre (While buying)
Pre (While buying)
Policy Purchasing Process
Policy Purchasing Process
Workers Comp
Policy Data
Post (While claiming)
Post (While claiming)
Claims Data
Insurer Performance & Profit
Ratemaking
Ratemaking
Handling Imbalance in FIE
Large Events
One-time changes
Development
Development
Diagnostic Triangles
Expenses & Profits
Overall Indication
Classification
Classification
Risk Classification
Univariate Classification
Special Classification
Individual Risk Rating
Implementation
Implementation
Other Considerations
Werner Appendices
Werner Appendices
Private Passenger Auto
Homeowners
Medical Malpractice
Workers Compensation
Reserving
Reserving
Reserving Goals
Chain Ladder
Expected Claims
Bornhuetter Ferguson
Cape Cod
Frequency Severity Techniques
Case Outstanding
Berquist-Sherman Techniques
Evaluation
Other Components
Other Components
ALAE
ULAE
Exam 7
Advanced Estimation of Claims Liabilities
Exam 7
Methods
Advanced Reserving
Methods
Chain Ladder Reserve Variance Estimation
Economics
Economics
PECO
PECO
301 GRR
Monetary Theory & Policy
301 GRR
Intro to money and Institution
Intro to money and Institution
1.1 Introduction to Money
1.2 History of Money
1.3 Circular Flow of Money
1.4 Financial Institutions
Financial System of india
Financial System of india
2.1 Financial Systems of India
2.2 Central Bank
2.3 Financial Market
2.4 Microfinance Institutions
Week 0
Week 1 Intro to money and Institution
Week 2 Financial System of india
Week 3: Commercial Banks
Week 4: Supply of Money
Week 5 - Demand for Money.
Week 6 - Monetary Standards.
Week 7 Theory of Money and Business Cycle
Week 8 NBFI, The Classical System, The Neutrality of Money
Week 9 Indian and International Monetary System
Week 10 Demonitization
302 RPR
Time Series Modeling
302 RPR
Stationary Time Series Model
Multiple Time Series Model
Cointegration & Error Correction Models
ARCH & GARCH Models
Nonlinear Time-Series Models
303 SKG
Economics of Growth & Development
303 SKG
Endogenous Growth Models
Solow's Model
MRW
GDP Limitations
Globalization
Lewis
Harris Torado
Fei Rami's Model
304 RBN
Behavioral Economics & Finance
304 RBN
W1 Foundations of Behavioral Economics
W1 Foundations of Behavioral Economics
Lecture 1 BE What and Why
Lecture 2 BE in Relation to other Sciences & Economics
Lecture 3 Evolution of BE
Lecture 4 The Neoclassical Tradition An Introduction
Lecture 5 Methodology Types of Empirical Studies
W2 Motivation & The Standard Model
W2 Motivation & The Standard Model
Lecture 6 Intro to Motivation and Hierarchical Needs
Lecture 7 Achievement and Craftmanship Driving Forces in Economic Behavior
Lecture 8 Social Drivers of Economic Decisions
Lecture 9 The Standard Model in Neoclassical Economics
Lecture 10 Axioms & Assumptions of NM
W3 Bounded Rationality & Biases
W3 Bounded Rationality & Biases
Lecture 11 Utility
Lecture 12 Types of Utility
Lecture 13 Bounded Rationality & Heuristics
Lecture 14 Biases
Lecture 15 Heuristics & Framing Effects
W4 Choice Architecture & Probability
W4 Choice Architecture & Probability
Lecture 16 Menu Effects
Lecture 17 A few effects & Choice Architecture
Lecture 18 Nudges
Lecture 19 Fundamental of Probability Theory
Lecture 20 Bayesian Updating and Confirmation Bias
W5 Prospect Theory I
W5 Prospect Theory I
Lecture 21 Prospects & Risk Attitude
Lecture 22 Risk Attitude & Axioms of EUT
Lecture 23 Other Axioms & Violations of EUT
Lecture 24 Anomalies of EUT & Prospect Theory
Lecture 25 Prospect Theory Evaluation
W6 Prospect Theory II & Criticisms
W6 Prospect Theory II & Criticisms
Lecture 26 The Value Function
Lecture 27 The Weighting Function
Lecture 28 Cumulative Prospect Theory I
Lecture 29 Cumulative Prospect Theory II
Lecture 30 Criticisms of Prospect Theory
W7 Mental Accounting I: Framing & Hedonic Editing
W7 Mental Accounting I: Framing & Hedonic Editing
Lecture 31 Mental Accounting
Lecture 32 Hedonic Editing Hypothesis
Lecture 33 Hedonic Framing, Acquisition Utility, and Transaction Utility
Lecture 34 Applications of Mental Accounting
Lecture 35 Payment Decoupling & Budgeting
W8 Mental Accounting II: Application & Life-Cycle Theories
W8 Mental Accounting II: Application & Life-Cycle Theories
Lecture 36 Behavioral & Classical Life Cycle Theories
Lecture 37 Budgeting & Choice Bracketing
Lecture 38 Choice Bracketing & Dynamic Mental Accounting
Lecture 39 Policy Implications of Mental Accounting
Lecture 40 Policy Implications of Mental Accounting II
W9: Intertemporal Choice I: DUM Foundations
W9: Intertemporal Choice I: DUM Foundations
Lecture 41 Intertemporal Choice Models
Lecture 42 Optimal Consumption in the Two Period Model
Lecture 43 Projection Bias
Lecture 44 Discounted Utility Model
Lecture 45 Features of the Discounted Utility Model
W10: Intertemporal Choice I: Anomalies & Hyperbolic Discounting
W10: Intertemporal Choice I: Anomalies & Hyperbolic Discounting
Lecture 46 Anomalies in DUM
Lecture 47 Anomalies of DUM & Time Inconsistent Behavior
Lecture 48 Naive Hyperbolic Discounting
Lecture 49 Naive Quasi Hyperbolic Discounting
Lecture 50 Some Special Discounting Cases
W11 Game Theory I: Analytical & Sequential Games
W11 Game Theory I: Analytical & Sequential Games
Lecture 51 Introduction to Strategic Interactions
Lecture 53 Sequential Game & Types of Games
Lecture 54 Problems with Classical Game Theory I
Lecture 55 Centipede Games
W12 Game Theory II: Behavioral Games & Social Preferences
W12 Game Theory II: Behavioral Games & Social Preferences
Lecture 56 Problems with Classical Game Theory III
Lecture 57 Introduction of Behavioral Games
Lecture 58 Ultimatum & Dictator Games
Lecture 59 Ultimatum & Public Goods Games
Lecture 60 Trust Games
305 SS
Financial Risk Management
305 SS
Introduction
Measurement of Risk
Investors Risk Management
Corporate Risk Management
Corporate Risk Management
Greek Letters
VaR & CaR
Derivatives
Derivatives
Futures Markets & Central Counter Parties
Hedging Strategies Using Futures
Forwards & Futures Pricing
Forwards vs Futures
Options
Appendix
ML
Machine Learning
ML
Books
Books
Handson ML
Handson ML
E2E ML Project
Classification
Training Models
Support Vector Machines
Decision Trees
Ensemble Learning & Random Forests
Dimensionality Reduction
How to start?
Linear Regression Model
References
References
Statistical techniques
Statistical techniques
K-means clustering
Sklearn & Pandas
Sklearn & Pandas
Custom Classes in sklearn
Package Notes
Scikit Learn Notes
Music
Music
Walkthroughs
Walkthroughs
Creating a Python Package
Evolving into a Python Chainladder Ninja
Learning a new Library in Python
Songs
Songs that clicked
Resources
Worth Sharing
Resume
Actuarial Science
¶
Notes I created while I was "in the zone."
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