Use of R as a Toolbox for Mathematical Statistics Exploration

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Title:

Use of R as a Toolbox for Mathematical Statistics Exploration

Url:

http://www.science.smith.edu/~nhorton/R/

Creator:

Horton, Nicholas

Publisher:

Smith College

Description: This site links to the article "Use of R as a Toolbox for Mathematical Statistics Exploration," to activities demonstrating the use of R programming language, and to the site where users can download R. Activities cover the following topics: calculation of a running variance, maximization of a non-linear function, resampling of a statistic, simple Bayesian modeling, sampling from multivariate normal, and estimation of power.

LC Classification:

Science -- Mathematics -- Analysis -- Differential equations -- Ordinary differential equations (linear and nonlinear)
Science -- Mathematics -- Mathematical statistics -- Analysis of variance and covariance. Experimental design
Science -- Mathematics -- Mathematical statistics -- Decision theory -- Bayesian statistics
Science -- Mathematics -- Mathematical statistics -- Study and teaching. Research
Science -- Mathematics -- Probabilities -- Study and teaching. Research

GEM Subject:

Mathematics -- Statistics

Key Concept:

Mathematics -- Bayes’ formula
Mathematics -- Linear equations
Mathematics -- Normal distribution
Mathematics -- Probability
Mathematics -- Tests of variance

Date Issued:

2006-05-24

Resource Type:

Reference Material
Instructional Material
Instructional Material -- Student Guide
Instructional Material -- Instructor Guide/Manual

Format:

Document -- HTML

Audience:

Educator
Learner

Education Level:

High School
Higher Education
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:

Nicholas Horton

Access Rights:

Free access

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Source:

CAUSEweb

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