Math 178B: General Course Outline
Catalog Description
178B. Foundations of Actuarial Mathematics: Further Topics in Long Term Actuarial Mathematics. (4). Lecture, three hours; discussion, one hour. Requisite: 170S (or 170B or Statistics 100B), 178A. The second of the three quarter sequence 178ABC. Multiple state models, pensions, health insurances, profit testing. Topics in statistics used in actuarial work: methods of estimation and probability distributions. Letter grading.
Course Information:
Mathematics 178A and the first half of Mathematics 178B will almost completely cover the syllabus of the LongTerm Actuarial Mathematics exam by the Society of Actuaries. At the end of Mathematics 178A, students learned to value and set premiums for different types of insurances using traditional actuarial models. They were also exposed to typical models and calculations used in life contingencies. Mathematics 178B first extends this work to multistate models and then covers pensions, health insurances, and profittesting. The last three weeks of the course will cover the probability distributions employed in most common actuarial theory and begins the study of the Short Term Actuarial Mathematics syllabus by the Society of Actuaries.
Textbook
(DHW)
Dickson, David C.M., Hardy, Mary R. and Waters, Howard R., Actuarial Mathematics for Life Contingent Risks. 2nd ed., Cambridge University Press, 2013.
(Hardy)
Hardy, Mary R., LongTerm Actuarial Mathematics Study Note. Society of Actuaries, 2017. Education and Examination Committee of the Society of Actuaries  Long Term Actuarial Mathematics Supplementary Note.
https://www.soa.org/Files/Edu/2018/2018ltamsupplementarynote.pdf
(KPW)
Klugman, Stuart A., Panjer, Harry H. and Willmot, Gordon E., Loss Models: From Data to Decisions. 3rd Edition, Wiley, 2012.
Schedule of Lectures
Lecture  Section  Topics 

1 
DHW 8.1  8.3 
Examples, assumptions and notations of multiple state models. 
2 
DHW 8.4  8.6 
Probability formulae and computations, Kolmogorov equations, premiums. 
3 
DHW 8.7 
Policy values, Thiele?s Differential Equation 
4 
DHW 8.8  8.9 
Multiple decrement models 
5 
DHW 8.10  8.12 
Multiple decrement tables 
6 
DHW 8.13 
Discrete time models 
7 
Hardy 2 
Disability income, long term care, critical illness insurance, continuing care communities 
8 
Hardy 3 
Policy value recursions 
9 
Hardy 4.1  4.3 
Mortality improvement modelling 
10 
DHW 9.1  9.4 
Joint life and last survivors benefits, independent future lifetimes 
11 
DHW 9.4  9.5 
Independent future lifetimes (cont.), multiple state model for independent future lifetimes 
12 
DHW 9.6  9.8 
Model with dependent future lifetimes, common shock model 
13 
DHW 10.1  10.4 
Salary scale function, DC contribution 
14 
DHW 10.5 
Service table 
15 
DHW 10.6 
Benefit valuation 
16 
DHW 10.7 
Funding benefits 
17 
Review/Leeway 

18 
Midterm 

19 
DHW 12.1  12.4 
Introduction to profit testing and principles 
20 
DHW 12.5  12.8 
Profit measures. Using profit test to calculate premium and reserves, case of multiple state models 
21 
KPW 3.1  3 3 
Introduction to tails 
22 
KPW 3.1  3.3 
Basic distributions (moments, percentiles, generating functions and sums of random variables) 
23 
KPW 3.4 
Tails and their classifications 
24 
KPW 3.5 
Measures of risk (value at risk, tail value at risk) 
25 
KPW 4.1  4.2 
Continuous actuarial models, background probability 
26 
KPW 5.1  5.2 
Examples of continuous models, creating new distributions 
27 
KPW 5.3  5.4 
Relations between distributions. Linear exponential family 
28 
KPW 6.1  6.3 
Poisson and negative binomial distributions 
29 
KPW 6.4  6.5 
Binomial distributions and (a, b,0) class 
30 
KPW 6.6 
Truncation and modification at 0 