MATH M466 - Introduction to Mathematical Statistics

Institution:

Indiana University-South Bend

Subject:

Description:

P: MATH-M 463. Theory of sampling distribution, Chebyshev's inequality, convergence in probability. Estimation theory, maximum likelihood estimators, method of moments, goodness of point estimators, confidence intervals. Hypothesis testing, power function, error types, likelihood ratio tests. Non-parametric methods. Regression. Analysis of variance. Sufficient statistics. Bayesian estimation, asymptotic distribution of maximum likelihood estimators. II (even years)

Credits:

3.00

Credit Hours:

Prerequisites:

Corequisites:

Exclusions:

Level:

Instructional Type:

Lecture

Notes:

Additional Information:

Historical Version(s):

Institution Website:

iusb.edu/

Phone Number:

(574) 520-4872

Regional Accreditation:

North Central Association of Colleges and Schools

Calendar System:

Semester

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