Exam SRM Guide

Exam SRM Guide

Guide for the Society of Actuaries' exam SRM

16
Pages
0
Questions
63
Exercises
Basics of Statistical Learning
Overview
Model Accuracy Assessment
Linear Models
Linear Least Squares and Linear Regression
Generalized Linear Model
Ridge Regression
Lasso Regression
Time Series Models
Overview
Stationarity and Autocorrelation
Exponential Smoothing
AR and ARCH Models
Principal Component Analysis
Decision Trees
Overview
Bagging, Boosting, and Random Forests
Cluster Analysis
Overview
K-means Clustering
Hierarchical Clustering
Created 19 August 2022