概率与数理统计教学网.pdfVIP

Outline

•CCourseinformation

–Syllabus(课程大纲)

••AAquickquickoverviewoverviewofofthisthiscoursecourse

–Whatwewilllearnfromthiscourse

–MotivationalMotivationalexamplesexamples

•Areviewofbasicarithmetics

–Combinatorialanalysis

–Classicalprobability

Aboutthiscourse

•ElementsinProbabilityandSStatistics

•Prerequisitecourses

–RReallAnAnallysisisorAlAlgebbra

•Objectives

–ToTounderstandunderstandthethebasicbasicmathematicalmathematicaltheotheo

riesinprobabilityandstatistics;

–Tolearnhowtosolvethereal-worldprobl

emswithithprobbabilibilistiticanddsttatitistiticallttoolls;

–Tothinkinaprobabilisticandstatisticalw

ay.y.

Courseoutline(Tentativecovered)

•Introduction

•Basicprobability（概率基础）

•DiDiscretteranddomvariiablbles（（离散随离散随量量））

•

•Parameterestimation（参数估计）

•HypothesisHypothesistesttest（假设检验假设检验））

•Linearregressionanalysis（线性回归分析）

(TBD)

•Courseproject

Otherinformation

•Lecturing

–Handouts（英文为主、中文注释）

–BlackboardBlackboardnotesnotes

–Code-basedexamples(willbeavailableatlabse

ssions)

••ClassClassScheduleSchedule

–Monday:8:00am~9:50am(biweekly)andThursd

ay:8:00am~9:50am(weekly)

•Contactinfo

–Office:FounderBuilding512

–Tel:Tel:8252491182524911

–Email:xi.zhang@

•TA

–Ms.LiliChen(chenlili@);

–Mr.ChangyueSong(songcy1990@)

–TAissrespoesponssibbleefoorggradadinggttheeassassiggnmeentstsaa

ndlabsessions.

Textbooks

1.******概率论与数理统计概率论与数理统计，（（第第2版或第版或第1

版）.(Libraryavailable)

2.数理统计与数据分析(MathematicalSta

tisticsandDataAnalysis,the3rd

edition)edition)bybyJohnJohnRiceRice.(Library(Librarya

vailable)

3.**概率论基础（AFirstCoursein

Probability,the