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Title: Introduction to Probability and Statistics
Url: https://ocw.mit.edu/courses/18-05-introduction-to-probability-and-stat...
Creator: Panchenko, Dmitry
Publisher: Massachusetts Institute of Technology
Description: Published by MIT and created by Professor Dmitry Panchenko for the Spring semester of 2005, this online course provides an introduction to probability and statistics for undergraduate students. The topics included are "basic probability models; combinatorics; random variables; discrete and continuous probability distributions; statistical estimation and testing; confidence intervals; and an introduction to linear regression." All lecture notes, assignments, and exams are available as PDF files. This is a fantastic and free way for educators and students to harness the quality education of MIT and bring it into their own classrooms.
LC Classification: Science -- Mathematics -- Algebra -- Combinatorics. Combinatorial analysis
Science -- Mathematics -- Mathematical statistics -- Estimation theory
Science -- Mathematics -- Mathematical statistics -- Multivariate analysis -- Regression analysis. Correlation analysis
Science -- Mathematics -- Mathematical statistics -- Study and teaching. Research
Science -- Mathematics -- Mathematical statistics -- Testing of hypotheses
Science -- Mathematics -- Mathematical statistics -- Tolerance regions. Confidence intervals
Science -- Mathematics -- Probabilities -- Distributions. Characteristic functions
Science -- Mathematics -- Probabilities -- Study and teaching. Research
GEM Subject: Mathematics
Mathematics -- Instructional issues
Mathematics -- Statistics
Mathematics -- Probability
Key Concept: Mathematics -- Confidence intervals
Mathematics -- Frequency distributions
Mathematics -- Probability
Mathematics -- Statistical hypotheses
Mathematics -- Statistics
Date Issued: 2005
Resource Type: Reference Material
Instructional Material
Assessment Material -- Test
Reference Material -- Bibliography
Instructional Material -- Lesson/Lesson Plan
Format: ZIP
Document -- PDF
Document -- HTML
Audience: Educator
Learner
Education Level: Higher Education
Higher Education -- Graduate/Professional
Higher Education -- Undergraduate (Lower Division)
Higher Education -- Undergraduate (Upper Division)
Higher Education -- Technical Education (Upper Division)
Higher Education -- Technical Education (Lower Division)
Vocational/Professional Development Education
Language: English
Rights: MIT
Access Rights: Free access
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Source: Scout Staff
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