Study Manual for SOA Exam SRM - 8th Edition - Prepared study guide

Sep 27, 2026

Uploaded by jay

Study Manual for SOA Exam SRM (8th Edition) provides an integrated learning program and structured review for the SOA SRM exam. It covers regression modeling fundamentals through simple and multiple linear regression, including model formulation, least squares fitting, goodness-of-fit assessment, hypothesis testing, confidence intervals, and prediction. The manual further explains regression diagnostics via residual analysis, identification of outliers, and detection of missed relationships, reinforced with practice problems for each section.

LanguageEnglish

CategoryExam

FormatPDF

Pages72

Reading Time3 h 1 min

AccessFree to download

About Exam SRM

About this Study Manual

Regression Models

Chapter 1 Simple Linear Regression

Chapter 2 Multiple Linear Regression

Chapter 3 Regression Diagnostics

EXAM SRM Study Manual for SOA Exam SRM 8th Edition by Runhuan Feng, Ph.D., FSA, CERA Daniël Linders, Ph.D. Ambrose Lo, Ph.D., FSA, CERA Your Integrated Study Manual Program Includes: ACTEX $ & 7 (; Study Manual for SOA Exam SRM 8th Edition by Runhuan Feng, Ph.D., FSA, CERA Daniël Linders, Ph.D. Ambrose Lo, Ph.D., FSA, CERA Your Integrated Study Manual Program Includes: $&7(; /HDUQLQJ _ /HDUQ 7RGD\􀀑 /HDG 7RPRUURZ􀀑 ACTEX Learning Learn Today. Lead Tomorrow. Actuarial & Financial Risk Resource Materials Since 1972 Copyright © 2023, ACTEX Learning, a division of ArchiMedia Advantage Inc. No portion of this ACTEX Study Manual may be reproduced or transmitted in any part or by any means without the permission of the publisher. 􀀞􀀝􀀜􀀛􀀚􀀞 􀀘􀀛 􀀗􀀜􀀘􀀖􀀕􀀔􀀓􀀕􀀝 􀀒􀀑􀀓􀀐􀀞􀀔􀀏􀀓􀀘􀀎 􀀞􀀝􀀜􀀛􀀚􀀙􀀛􀀘 􀀖􀀕􀀙􀀔􀀓􀀚􀀒􀀙􀀝􀀑 􀀙􀀒 􀀛 􀀚􀀓􀀙􀀐􀀛􀀏􀀙􀀕􀀓􀀎 􀀍􀀘􀀛􀀝􀀌􀀋􀀚􀀐 􀀊􀀜􀀙􀀘􀀝 􀀛􀀚􀀋􀀜􀀕􀀎 􀀛􀀐􀀋􀀚􀀓 􀀒􀀙􀀐􀀍􀀘􀀙􀀌􀀙􀀓􀀎 􀀉􀀛􀀑 􀀝􀀋 􀀒􀀝􀀜􀀎􀀑􀀈 􀀇􀀝 􀀞􀀋􀀐􀀊􀀙􀀕􀀓􀀒 􀀛􀀘􀀘 􀀝􀀆􀀓 􀀍􀀚􀀋􀀎􀀜􀀞􀀝􀀒 􀀑􀀋􀀜􀀜􀀒􀀓 􀀝􀀋 􀀒􀀝􀀜􀀎􀀑 􀀙􀀕􀀝􀀋 􀀋􀀕􀀓 􀀙􀀕􀀝􀀓􀀚􀀛􀀞􀀝􀀙􀀔􀀓 􀀘􀀓􀀛􀀚􀀕􀀙􀀕􀀏 􀀞􀀓􀀕􀀝􀀓􀀚􀀈 􀀛􀀚􀀙 􀀗􀀖􀀝 􀀕􀀞􀀝􀀔 􀀞􀀝􀀓􀀒􀀑􀀐􀀖􀀓􀀒􀀔 􀀓􀀚􀀏􀀞􀀗􀀎 􀀙􀀎􀀞􀀝􀀑 􀀓􀀍􀀞􀀎 􀀝􀀒􀀓􀀌􀀚􀀐􀀜 􀀞􀀗􀀚􀀝􀀋􀀅􀀆􀀓􀀕 􀀝􀀆􀀙􀀒 􀀙􀀞􀀋􀀕 􀀛􀀍􀀍􀀓􀀛􀀚􀀒􀀄 􀀙􀀝 􀀉􀀙􀀘􀀘 􀀊􀀓 􀀕􀀓􀀃􀀝 􀀝􀀋 􀀛􀀕 􀀙􀀐􀀍􀀋􀀚􀀝􀀛􀀕􀀝􀀝􀀋􀀍􀀙􀀞 􀀙􀀕 􀀝􀀆􀀓 􀀐􀀛􀀕􀀜􀀛􀀘􀀈 􀀂􀀘􀀙􀀞􀀁 􀀝􀀆􀀓 􀀞􀀝􀀜 􀀙􀀕 􀀑􀀋􀀜􀀚 􀀎􀀙􀀏􀀙􀀝􀀛􀀘 􀀐􀀛􀀕􀀜􀀛􀀘􀀄􀀋􀀚 􀀒􀀓􀀛􀀚􀀞􀀆 􀀝􀀆􀀓 􀀜􀀕􀀎􀀓􀀚􀀘􀀙􀀕􀀓􀀎 􀀝􀀋􀀍􀀙􀀞 􀀙􀀕 􀀑􀀋􀀜􀀚 􀀍􀀚􀀙􀀕􀀝 􀀐􀀛􀀕􀀜􀀛􀀘􀀈 􀀞 􀀝􀀜􀀛􀀚􀀙 􀀗􀀜􀀖 􀀕􀀕􀀕􀀞􀀔􀀓􀀗􀀒􀀔􀀑􀀚􀀔􀀐􀀒􀀙􀀚􀀏􀀎􀀑􀀍􀀚􀀗􀀌􀀞􀀓􀀜􀀋 􀀊􀀞 􀀝􀀜􀀓􀀔􀀗􀀎 􀀗􀀉􀀎 􀀊􀀚􀀏􀀞􀀗 􀀉􀀒􀀖􀀐􀀗􀀍 􀀜􀀙􀀌􀀜􀀒􀀑 􀀎􀀈􀀔􀀋 􀀇􀀔􀀍􀀉􀀆􀀜􀀔􀀑􀀇 􀀔􀀙􀀇􀀎􀀙􀀗􀀎􀀑 􀀗􀀉􀀎 􀀕􀀜􀀑􀀇 􀀜􀀑 􀀅􀀉􀀑􀀔􀀍􀀎 􀀚􀀙􀀗􀀜􀀗􀀉􀀎 􀀍􀀎􀀔􀀑􀀓􀀉 􀀄􀀚􀀎􀀐􀀇􀀃 􀀍􀀎􀀐􀀎􀀓􀀗􀀚􀀙􀀛 􀀗􀀉􀀎􀀆􀀎􀀍􀀗 􀀋􀀔􀀗􀀓􀀉􀀞 􀀂􀀞 􀀁 􀀗􀀜􀀅􀀚􀀓 􀁿􀀈􀀙􀀇􀂁 􀀕􀀚􀀐􀀐 􀀇􀀚􀀍􀀅􀀐􀀔􀀌 􀀔􀀐􀀚􀀍􀀗 􀀜􀀄 􀀚􀀙􀀗􀀎􀀛􀀑􀀔􀀗􀀎􀀇 􀀅􀀑􀀜􀀇􀀒􀀓􀀗􀀍􀀗􀀉􀀔􀀗 􀀜􀂍􀀎􀀑 􀀋􀀜􀀑􀀎 􀀕􀀔􀀌􀀍 􀀗􀀜 􀀍􀀗􀀒􀀇􀀌􀀗􀀉􀀎 􀀋􀀔􀀗􀀎􀀑􀀚􀀔􀀐􀀞 􀂏􀀞 􀂐􀀎􀀑􀀎 􀀚􀀍 􀀔􀀙 􀀎􀀈􀀔􀀋􀀅􀀐􀀎 􀀜􀀄 􀀗􀀉􀀎 􀀗􀀜􀀅􀀚􀀓 􀀆􀀖􀀐􀀒􀀓􀀚 􀀅􀀞􀀎􀀓􀀐􀀞􀀇􀀙􀀓􀀞􀀚􀀝􀀄 􀂝􀀚􀀗􀀉􀀚􀀙 􀀗􀀉􀀎 􀀈􀀙􀀇 􀀗􀀉􀀎􀀑􀀎 􀀕􀀚􀀐􀀐 􀀆􀀎 􀀒􀀙􀀐􀀜􀀓 􀀎􀀇 􀀔􀀙􀀇 􀀐􀀜􀀓 􀀎􀀇 􀀅􀀑􀀜􀀇􀀒􀀓􀀗􀀍􀀞􀀃􀀝 􀀚􀀗􀀜􀀒􀀔 􀀆􀀐􀀚􀀔􀀙􀀗􀀓􀀎 􀀔􀀑􀀎 􀀗􀀉􀀎 􀀅􀀑􀀜􀀇􀀒􀀓􀀗􀀍 􀀗􀀉􀀔􀀗 􀀌􀀜􀀒 􀀜􀀕􀀙􀀞 􀀂􀀚􀀗􀀜􀀒􀀔 􀀆􀀐􀀚􀀔􀀙􀀗􀀓􀀎 􀀔􀀑􀀎 􀀅􀀑􀀜􀀇􀀒􀀓􀀗􀀍 􀀗􀀉􀀔􀀗 􀀌􀀜􀀒 􀀇􀀜 􀀙􀀜􀀗 􀀜􀀕􀀙􀀃 􀀔􀀙􀀇 􀀔􀀑􀀎􀀔􀀏􀀔􀀚􀀐􀀔􀀆􀀐􀀎 􀀄􀀜􀀑 􀀅􀀒􀀑􀀓􀀉􀀔􀀍􀀎􀀞 􀀔􀀙􀀌 􀀜􀀄 􀀁􀀓􀀗􀀒􀀔􀀑􀀚􀀔􀀐 􀂀􀀙􀀚􀀏􀀎􀀑􀀍􀀚􀀗􀀌􀂂􀀍 􀀄􀀎􀀔􀀗􀀒􀀑􀀎􀀍 􀀔􀀑􀀎 􀀔􀀐􀀑􀀎􀀔􀀇􀀌 􀀒􀀙􀀐􀀜􀀓 􀀎􀀇􀀕􀀚􀀗􀀉 􀀌􀀜􀀒􀀑 􀀍􀀗􀀒􀀇􀀌 􀀅􀀑􀀜􀀛􀀑􀀔􀀋􀀃 􀀚􀀙􀀓􀀐􀀒􀀇􀀚􀀙􀀛􀀖 􀀁􀀝􀀎􀀓􀀐􀀙􀀗􀀓􀀞􀀚􀀝􀀖 􀁿􀀞􀀔􀀒􀀚􀀎􀂁 􀀆 􀀖􀀝􀀝􀀒􀀐 􀀊􀀚􀀏􀀞􀀗 􀀉􀀒􀀖􀀐􀀗􀀍 􀂍􀀚􀀐􀂏􀀙 􀀖 􀂐 􀂝􀀒 􀀞􀀒􀀌 􀀉􀀍􀀒􀀒􀀓 􀀖􀀜􀀒 􀂀􀀚􀀙􀀐 􀀎􀀓􀀙􀀔􀂀 􀀎􀀒􀀎􀀎􀀞􀀚􀀝 􀂏􀀚􀀐􀀒 􀀒􀂂􀀞􀀗􀀞􀀒􀀝􀀓 􀀌􀀞􀀓􀀍 􀀚􀀙􀀐 􀀆 􀀖􀀝􀀝􀀒􀀐􀂃 􀀞􀀝􀀜􀀛􀀚􀀜􀀙􀀚􀀘 􀀖􀀕􀀜􀀔􀀓􀀜􀀚􀀒􀀔􀀘􀀑 􀀒􀀐 􀀛􀀔􀀏􀀚􀀎􀀓􀀘􀀓 􀀍􀀛􀀕􀀌 􀀕􀀌􀀘 􀀋􀀕􀀎􀀓􀀊 􀀉􀀜􀀔􀀎􀀜􀀚 􀀈􀀐􀀒􀀇􀀐􀀜􀀆 􀀅􀀛􀀓􀀘􀀒 􀀄􀀎􀀔􀀓􀀚􀀘 􀀆􀀐􀀖􀀗􀀓􀀞􀀗􀀒􀀋 􀂄􀀙􀀞􀂅􀀋 􀀊􀀒􀀎􀀓􀀋 􀀆􀀖􀀎􀀎􀂃 􀂗 􀂑􀀃􀂘􀂘􀂘􀂙 􀂖􀀈􀀔􀀋􀂉􀂊􀀗􀀌􀀐􀀎 􀂈􀀑􀀜􀀆􀀐􀀎􀀋􀀍 􀂗 􀂚􀀎􀀗􀀔􀀚􀀐􀀎􀀇 􀂊􀀜􀀐􀀒􀀗􀀚􀀜􀀙􀀍 􀂗 􀀁􀀇􀀔􀀅􀀗􀀚􀀏􀀎 􀂃􀀒􀀚􀂕􀂕􀀎􀀍 􀂗 􀀂 􀀝􀀎􀀔􀀑􀀙􀀚􀀙􀀛 􀀜􀀇􀀎􀀍 􀂗 􀀂 􀂚􀀚􀂍􀀚􀀓􀀒􀀐􀀗􀀌 􀀜􀀇􀀎􀀍 􀂄􀀑􀀎􀀎 􀀕􀀚􀀗􀀉 􀀌􀀜􀀒􀀑 􀀁􀂆􀂋􀂖􀂛 􀀜􀀑 􀀁􀂊􀂌􀀙􀀗􀀎􀀑􀀔􀀓􀀗􀀚􀀏􀀎 􀂊􀀗􀀒􀀇􀀌 􀀔􀀙􀀒􀀔􀀐 􀀁􀀏􀀔􀀚􀀐􀀔􀀆􀀐􀀎 􀀄􀀜􀀑 􀂈􀀃 􀂄 􀀃 􀂄􀀁 􀀃 􀂄􀀁 􀂉􀀝􀀃 􀂄􀀁 􀂉􀂊􀀃 􀀁􀀝􀂋􀀁 􀀃 􀀁􀂊􀂋􀀁 􀀃 􀀁􀂊􀂉􀂌􀀃 􀀁􀂊􀂉􀂌􀂌􀀃 􀂆􀀁􀂊 􀂎􀀃 􀂆􀀁􀂊 􀂑􀂀 􀂒 􀂆􀀁􀂊 􀂑􀂆 􀂈􀀑􀀎􀀅􀀔􀀑􀀎 􀀄􀀜􀀑 􀀌􀀜􀀒􀀑 􀀎􀀈􀀔􀀋 􀀓􀀜􀀙􀀄􀀚􀀇􀀎􀀙􀀗􀀐􀀌 􀀕􀀚􀀗􀀉 􀂓􀂔􀀁􀀝 􀀓􀀒􀀍􀀗􀀜􀀋 􀂈􀀑􀀔􀀓􀀗􀀚􀀓􀀎 􀂊􀀎􀀍􀀍􀀚􀀜􀀙􀀍􀀃 􀂃􀀒􀀚􀂕􀂕􀀎􀀍􀀃 􀂒 􀂊􀀚􀀋􀀒􀀐􀀔􀀗􀀎􀀇 􀂖􀀈􀀔􀀋􀀍 􀂃􀀒􀀚􀀓 􀀐􀀌 􀀔􀀓􀀓􀀎􀀍􀀍 􀀗􀀉􀀎􀂐􀀒􀀆 􀀄􀀜􀀑 􀀔􀀇􀀇􀀚􀀗􀀚􀀜􀀙􀀔􀀐􀀐􀀎􀀔􀀑􀀙􀀚􀀙􀀛􀀞 􀂄􀀐􀀔􀀛 􀀅􀀑􀀜􀀆􀀐􀀎􀀋􀀍 􀀄􀀜􀀑􀀑􀀎􀀏􀀚􀀎􀀕􀀃 􀀑􀀎􀀓􀀜􀀑􀀇􀀙􀀜􀀗􀀎􀀍􀀃 􀀔􀀙􀀇 􀀎􀀋􀀔􀀚􀀐􀀌􀀜􀀒􀀑 􀀅􀀑􀀜􀀄􀀎􀀍􀀍􀀜􀀑􀀞 􀂅􀀚􀀎􀀕 􀀇􀀚􀂍􀀚􀀓􀀒􀀐􀀗􀀌􀀐􀀎􀀏􀀎􀀐􀀞 􀂐􀀎􀀐􀀅􀀄􀀒􀀐 􀀍􀀗􀀑􀀔􀀗􀀎􀀛􀀚􀀎􀀍􀀗􀀜 􀀛􀀎􀀗 􀀌􀀜􀀒 􀀍􀀗􀀔􀀑􀀗􀀎􀀇􀀞 􀂋􀀑􀀔􀀓 􀀌􀀜􀀒􀀑 􀀎􀀈􀀔􀀋 􀀑􀀎􀀔􀀇􀀚􀀙􀀎􀀍􀀍􀀕􀀚􀀗􀀉 􀂓􀂔􀀁􀀝 􀂊􀀓􀀜􀀑􀀎􀂜 􀀁􀀏􀀔􀀚􀀐􀀔􀀆􀀐􀀎 􀀄􀀜􀀑 􀂈􀀃 􀂄 􀀃 􀂄􀀁 􀀃 􀂄􀀁 􀂉􀀝􀀃 􀂄􀀁 􀂉􀂊􀀃 􀀁􀀝􀂋􀀁 􀀃 􀀁􀂊􀂋􀀁 􀀃 􀀁􀂊􀂉􀂌􀀃 􀀔􀀙􀀇 􀀁􀂊􀂉􀂌􀂌 􀂆􀂇􀂈􀀂 􀀉􀀗􀀚􀀐􀀒 􀀗􀀑􀀔􀀓 􀀍 􀀌􀀜􀀒􀀑 􀀅􀀎􀀑􀀄􀀜􀀑􀀋􀀔􀀙􀀓􀀎 􀀗􀀉􀀑􀀜􀀒􀀛􀀉 􀂓􀂔􀀁􀀝 􀂈􀀑􀀔􀀓􀀗􀀚􀀓􀀎 􀂊􀀎􀀍􀀍􀀚􀀜􀀙􀀍􀀃 􀂃􀀒􀀚􀂕􀂕􀀎􀀍􀀃􀀔􀀙􀀇 􀂖􀀈􀀔􀀋􀀍􀀃 􀀑􀀎􀀍􀀒􀀐􀀗􀀚􀀙􀀛 􀀚􀀙 􀀔􀀙 􀀔􀀛􀀛􀀑􀀎􀀛􀀔􀀗􀀎 􀀕􀀎􀀚􀀛􀀉􀀗􀀎􀀇 􀀍􀀓􀀜􀀑􀀎 􀀗􀀉􀀔􀀗 􀀛􀀔􀀒􀀛􀀎􀀍 􀀌􀀜􀀒􀀑 􀀎􀀈􀀔􀀋􀀅􀀑􀀎􀀅􀀔􀀑􀀎􀀇􀀙􀀎􀀍􀀍􀀞 􀂞􀀌 􀀋􀀎􀀔􀀍􀀒􀀑􀀚􀀙􀀛 􀀆􀀜􀀗􀀉 􀀌􀀜􀀒􀀑 􀀅􀀎􀀑􀀄􀀜􀀑􀀋􀀔􀀙􀀓􀀎􀀃 􀀔􀀙􀀇 􀀗􀀉􀀎 􀀓􀀜􀀙􀀍􀀚􀀍􀀗􀀎􀀙􀀓􀀌 􀀜􀀄 􀀌􀀜􀀒􀀑 􀀅􀀎􀀑􀀄􀀜􀀑􀀋􀀔􀀙􀀓􀀎􀀃􀂆􀂇􀂈􀀂 􀀉􀀗􀀚􀀐􀀒 􀀅􀀑􀀜􀀇􀀒􀀓􀀎􀀍 􀀔 􀀑􀀎􀀐􀀚􀀔􀀆􀀐􀀎 􀀙􀀒􀀋􀀆􀀎􀀑 􀀗􀀉􀀔􀀗 􀀕􀀚􀀐􀀐 􀀛􀀚􀀏􀀎 􀀌􀀜􀀒 􀀓􀀜􀀙􀀄􀀚􀀇􀀎􀀙􀀓􀀎 􀀚􀀙 􀀌􀀜􀀒􀀑􀀅􀀑􀀎􀀅􀀔􀀑􀀔􀀗􀀚􀀜􀀙 􀀆􀀎􀀄􀀜􀀑􀀎 􀀌􀀜􀀒 􀀍􀀚􀀗 􀀄􀀜􀀑 􀀌􀀜􀀒􀀑 􀀎􀀈􀀔􀀋􀀞 | | | | | | | | | | --- | --- | --- | --- | --- | --- | --- | --- | | 􀀂􀀚􀀓􀀛􀀝􀀓􀀎 | 􀁿􀀛􀀒􀀝􀀞􀀞􀀓􀀒􀀒􀀓􀀎 | 􀀂􀀋􀀐􀀍􀀘􀀓􀀝􀀓􀀎 | 􀂁􀀋􀀎􀀓 | 􀀂􀀛􀀝􀀓􀀏􀀋􀀚􀀙􀀓􀀒 | 􀂍􀀜􀀓􀀒􀀝􀀙􀀋􀀕􀀒 | 􀂏􀀝􀀛􀀝􀀜􀀒 | 􀀞􀀝􀀙􀀋􀀕 | Contents Preface xiii 1 About Exam SRM . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . . xiii 2 About this Study Manual .............................. xx I Regression Models 1 Chapter 1 Simple Linear Regression 3 1.1 Model Formulation and Fitting . . . . . . . . . . . . . . . . . . . . . . . . . . . 5 1.1. 1 What Does an SLR Model Look Like? . . . . . . . . . . . . . . . . . . . . . . 5 1.1.2 Model Fitting by the Least Squares Method . . . . . . . . . . . . . . . . . . . 7 Practice Problems for Section 1 .1 . . . . . . . . . . . . . . . . . . . . . . . . . . . . . 19 1.2 Assessing the Goodness of Fit of an SLR Model .................. 32 1.2.1 Partitioning the Sum of Squares ......................... 32 1.2

FAQs

What major topics does the manual cover for the SRM exam?

The manual covers regression models, including simple linear regression and multiple linear regression, and extends to regression diagnostics using residual analysis.

How does the manual teach estimation and model fitting?

It explains model formulation and least squares fitting, then uses goodness-of-fit assessment and related statistical tools to evaluate regression models.

What practice resources are included?

Practice problems are provided throughout the manual for each section, supporting review of concepts like inference, prediction, and diagnostics.

Sep 27, 2026

Uploaded by jay