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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
Format
Audience
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
Material Type
Author's Name Michael Hardy
Author's Organization Massachusetts Institute of Technology
Technical Requirements Adobe Acrobat Reader
Source Code Available No
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Math Level
Date Record Checked: 2005-05-10 00:00:00

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