Statistical Inference

http://ocw.mit.edu/OcwWeb/Mathematics/18-441Statistical-InferenceSpring2002/CourseHome/index.htm

This undergraduate course in statistical inference features lecture notes, assignments, exams, and study materials. Course topics include probability, statistical inference, point and interval estimation, the maximum likelihood method, hypothesis testing, likelihood-ratio tests and Bayesian methods, nonparametric methods, analysis of variance, regression analysis, correlation, and Chi-square goodness of fit tests. This course is more theoretical than 18.443 Statistics for Applications and more detailed in its treatment of statistics than 18.05 Introduction to Probability and Statistics.

Date Issued	2003
Resource Type	Lecture/Presentation (DCMI Type Vocabulary) Drill and Practice (DCMI Type Vocabulary) Quiz/Test (DCMI Type Vocabulary)
Format	pdf
Audience	College --Undergrad Upper Division
Source	http://ocw.mit.edu/OcwWeb/Mathematics/index.htm
Email Address	http://ocw.mit.edu/OcwWeb/jsp/feedback.jsp?Referer=18.441+Statistical+Inference%2c+Spring+2002
Date Of Record Creation	2005-05-10 10:45:45
Date Of Record Release	2005-05-10 10:26:24
Date Last Modified	2006-06-26 15:01:39
Statistical Topic	Statistical Inference and Techniques -- Estimation Principles Statistical Inference and Techniques -- Significance Testing Principles Statistical Inference and Techniques -- Linear Models -- Categorical ANOVA Statistical Inference and Techniques -- Linear Models -- Regression Probability -- Univariate Distributions Probability -- Multivariate Distributions
Material Type	Curriculum
Author's Name	Michael Hardy
Author's Organization	Massachusetts Institute of Technology
Technical Requirements	Adobe Acrobat Reader
Source Code Available	No
Intended User Role	Learner Teacher
Application Area	Mathematics
Copyrights	Yes
Cost involved with use	Free to all
Math Level	Calculus required

Date Record Checked: 2005-05-10 00:00:00

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Statistical Inference