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PDF of the Graduate Catalog of Studies (2.6 MB)

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The <strong>Graduate</strong> School Departments and Course Descriptions<br />

conduct a phase <strong>of</strong> <strong>the</strong>ir research, normally for one month, at a national or industrial<br />

laboratory in North America or overseas.<br />

SPAC5161 Seminar (Sp, Fa) Seminars organized by <strong>the</strong> Arkansas-Oklahoma Center<br />

for Space and Planetary Sciences covering topics on <strong>the</strong> cutting edge <strong>of</strong> research<br />

in <strong>the</strong> field for graduate students conducting research with a faculty member in<br />

<strong>the</strong> space and planetary sciences as part <strong>of</strong> <strong>the</strong>ir graduate degree programs or<br />

concentrations in <strong>the</strong> graduate programs in physics, biology, geology, geography<br />

and mechanical engineering.<br />

SPAC5211 SPAC Proseminar (Sp) Introductory course consisting <strong>of</strong> discourses and<br />

case studies in ethics, communications and public policy in <strong>the</strong> administration <strong>of</strong><br />

space and planetary sciences. Prerequisite: Admission to program or instructor<br />

consent.<br />

SPAC5313 Planetary Atmospheres (Irregular) Origins <strong>of</strong> planetary atmospheres, structures<br />

<strong>of</strong> atmospheres, climate evolution, dynamics <strong>of</strong> atmospheres, levels in <strong>the</strong><br />

atmosphere, <strong>the</strong> upper atmosphere, escape <strong>of</strong> atmospheres, and comparative<br />

planetology <strong>of</strong> atmospheres. (Same as CHEG 5313)<br />

SPAC5413 Planetary Geology (Even years, Sp) Exploration <strong>of</strong> <strong>the</strong> solar system, geology<br />

and stratigraphy, meteorite impacts, planetary surfaces, planetary crusts,<br />

basaltic volcanism, planetary interiors, chemical composition <strong>of</strong> <strong>the</strong> planets, origin<br />

and evolution <strong>of</strong> <strong>the</strong> Moon and planets.<br />

SPAC5513 Biochemical Evolution (Odd years, Sp) Abiotic syn<strong>the</strong>sis <strong>of</strong> biomolecules on<br />

Earth, <strong>the</strong> origin <strong>of</strong> cells; genetic information, origin <strong>of</strong> life on Earth and elsewhere,<br />

evolution and diversity, ecological niches, bacteria, archaea, and eukaryotic, novel<br />

metabolic reshaping <strong>of</strong> <strong>the</strong> environment, life being reshaped by <strong>the</strong> environment,<br />

molecular data, and evolution. Prerequisite: CHEM 5813.<br />

SPAC5553 Astrobiology (Even years, Sp) Discusses <strong>the</strong> scientific basis for <strong>the</strong> possible<br />

existence <strong>of</strong> extraterrestrial life. Includes origin and evolution <strong>of</strong> life on Earth,<br />

possibility <strong>of</strong> life elsewhere in <strong>the</strong> solar system (including Mars), and <strong>the</strong> possibility<br />

<strong>of</strong> life on planets around o<strong>the</strong>r stars. Prerequisite: Instructor Consent. (Same as<br />

BIOL 5553)<br />

SPAC5613 Astronautics (Irregular) Study <strong>of</strong> spacecraft design and operations.<br />

Prerequisite: Admission to program or instructor consent.<br />

SPAC600V Master’s Thesis (Sp, Su, Fa) (1-10)<br />

SPAC700V Doctoral Dissertation (Sp, Su, Fa) (1-18)<br />

SPANISH<br />

See World Languages, Literatures, and Cultures, page 164.<br />

SPECIAL EDUCATION (SPED)<br />

See <strong>the</strong> listing in <strong>the</strong> Department <strong>of</strong> Curriculum and Instruction, page 92.<br />

STATISTICS (STAT)<br />

Chaim Goodman-Strauss<br />

Chair, Department <strong>of</strong> Ma<strong>the</strong>matical <strong>Studies</strong><br />

305 Science Engineering Building<br />

479-575-3351<br />

E-mail: strauss@uark.edu<br />

Laurie Meaux<br />

Chair <strong>of</strong> <strong>the</strong> Division <strong>of</strong> Statistics and <strong>Graduate</strong> Coordinator<br />

309A Science Engineering Building<br />

479-575-3351<br />

E-mail: lmeaux@uark.edu<br />

http://math.uark.edu/1478.htm<br />

• Pr<strong>of</strong>essor Gbur<br />

• Associate Pr<strong>of</strong>essors Mauromoustakos, Meaux, Petris, Song<br />

• Assistant Pr<strong>of</strong>essor Han<br />

• Research Associate Thompson<br />

Degree Conferred:<br />

M.S. (STAT)<br />

The Master <strong>of</strong> Science degree program in statistics is intended to provide<br />

training for a pr<strong>of</strong>essional career, principally in applied statistics. Toward this<br />

2012-13 <strong>Graduate</strong> <strong>Catalog</strong>, University <strong>of</strong> Arkansas, Fayetteville<br />

end, students with degrees o<strong>the</strong>r than in ma<strong>the</strong>matics, as well as ma<strong>the</strong>matics<br />

majors, are encouraged to apply for admission. Requirements for this degree<br />

may be satisfied by completing <strong>the</strong> Statistics, Biometry, or Educational Statistics<br />

concentration. A suggested outline <strong>of</strong> course work may be obtained by<br />

contacting <strong>the</strong> Chair <strong>of</strong> <strong>Studies</strong>.<br />

Requirements for <strong>the</strong> Master <strong>of</strong> Science Degree:<br />

Statistics Area <strong>of</strong> Study: A candidate must complete a minimum <strong>of</strong><br />

30 hours <strong>of</strong> graduate credits that must include <strong>the</strong> following: STAT 4001L<br />

and STAT 4003 or STAT 4033, STAT 4373, STAT 5103, STAT 5113,<br />

STAT 5313, STAT 5333, STAT 5343, STAT 5353, STAT 5383 and<br />

STAT 610V (3), in addition to MATH 4363. MATH 3083 and MATH<br />

4513 or MATH 3423 (or <strong>the</strong>ir equivalent) are prerequisites and o<strong>the</strong>rwise<br />

will be considered as deficiencies.<br />

Biometry Area <strong>of</strong> Study: A candidate must complete a minimum <strong>of</strong><br />

36 graduate credits that must include <strong>the</strong> following: STAT 4001L (or AGST<br />

4011), STAT 4003 (or AGST 4023), STAT 4373 (or AGST 5014), STAT<br />

5103, STAT 5113, STAT 5313, STAT 5333, and STAT 5353, and AGST<br />

5803, AGST 5901, and AGST 5913. MATH 2574 and MATH 3083, or <strong>the</strong>ir<br />

equivalents, are prerequisites and o<strong>the</strong>rwise will be considered as deficiencies.<br />

Educational Statistics Area <strong>of</strong> Study: A candidate must complete a minimum<br />

<strong>of</strong> 30 graduate credits that must include <strong>the</strong> following: STAT 4001L and<br />

STAT 4003 (or ESRM 6403), STAT 4373 (or ESRM 6413), STAT 5103,<br />

STAT 5113, STAT 5313, STAT 5333, and STAT 5353, ESRM 6653, and 6<br />

hours <strong>of</strong> ESRM 699V. MATH 2574 and MATH 3083, or <strong>the</strong>ir equivalents,<br />

are prerequisites and o<strong>the</strong>rwise will be considered as deficiencies.<br />

For <strong>the</strong> requirements for <strong>the</strong> Ph.D. in Ma<strong>the</strong>matics with an emphasis in<br />

Statistics, see <strong>the</strong> Ph.D. in Ma<strong>the</strong>matics program description.<br />

Statistics (STAT)<br />

STAT4001L Statistics Methods Laboratory (Sp, Fa) Emphasis on use <strong>of</strong> integrated statistical<br />

packages to complement statistical methodology being covered concurrently<br />

in STAT 4003. Corequisite: STAT 4003.<br />

STAT4003 Statistical Methods (Sp, Fa) Concepts <strong>of</strong> probability, sampling, regression,<br />

and experimental design. Corequisite: STAT 4001L. Prerequisite: MATH 2554.<br />

STAT4033 Nonparametric Statistical Methods (Sp, Su, Fa) Chi square tests. Kolmogorov-<br />

Smirnov goodness-<strong>of</strong>-fit tests, <strong>the</strong> Mann-Whitney and Wilcoxon 2-sampling tests,<br />

and various nonparametric measures <strong>of</strong> association. Prerequisite: MATH 1203 and<br />

junior standing.<br />

STAT4373 Experimental Design (Sp) Topics in <strong>the</strong> design and analysis <strong>of</strong> planned<br />

experiments, including randomized block, Latin square, split plot, and BIB designs,<br />

use <strong>of</strong> fractional factorial replication, and repeated measures. Prerequisite: STAT<br />

4003.<br />

STAT5103 Introduction to Probability Theory (Fa) Fundamentals <strong>of</strong> probability, distribution<br />

<strong>the</strong>ory, and random variables; expected value, moments, and generating functions;<br />

classic parametric families <strong>of</strong> distributions; central limit <strong>the</strong>orems, inequalities,<br />

and laws <strong>of</strong> large numbers. Prerequisite: MATH 2574 and graduate standing<br />

in ma<strong>the</strong>matics or statistics, or departmental consent.<br />

STAT5113 Statistical Inference (Sp) Statistical <strong>the</strong>ory <strong>of</strong> estimation and testing hypo<strong>the</strong>sis.<br />

Prerequisite: STAT 5103 and graduate standing in ma<strong>the</strong>matics or statistics,<br />

or departmental consent.<br />

STAT5313 Regression Analysis I (Sp) Matrix formulation <strong>of</strong> least squares and multiple<br />

regression models. Estimability and use <strong>of</strong> <strong>the</strong> generalized inverse in analysis <strong>of</strong><br />

variance and covariance models <strong>of</strong> less than full rank. Computational aspects are<br />

emphasized. Prerequisite: <strong>Graduate</strong> standing in ma<strong>the</strong>matics or statistics, or departmental<br />

consent.<br />

STAT5333 Analysis <strong>of</strong> Categorical Responses (Sp) A modern treatment, including<br />

extensions <strong>of</strong> classical probit analysis, multivariate logistic models, GSK model,<br />

loglinear models in analysis <strong>of</strong> multiway contingency tables, and nonmetric multidimensional<br />

scaling. Prerequisite: STAT 5313, and graduate standing in ma<strong>the</strong>matics<br />

or statistics, or departmental consent.<br />

STAT5343 Stochastic Processes (Sp, Su, Fa) Markov chains, branching processes,<br />

birth-death processes, queuing <strong>the</strong>ory with application. Prerequisite: STAT 5103,<br />

and graduate standing in ma<strong>the</strong>matics or statistics, or departmental consent.<br />

STAT5353 Methods <strong>of</strong> Multivariate Analysis II (Sp) Hotelling’s T2 procedures, multivariate<br />

analysis <strong>of</strong> variance, discriminant function analysis and problems <strong>of</strong> classification,<br />

multidimensional scaling, and cluster analysis. Prerequisite: STAT 5313, and<br />

graduate standing in ma<strong>the</strong>matics or statistics, or departmental consent.<br />

STAT5383 Time Series Analysis (Sp, Su, Fa) Identification, estimation and forecasting<br />

<strong>of</strong> time series. Spectral analysis including <strong>the</strong> fast Fourier transform computational<br />

aspects are emphasized. Prerequisite: STAT 5103, and graduate standing in ma<strong>the</strong>matics<br />

or statistics, or departmental consent.<br />

STAT5413 Spatial Statistics (Fa) Applied spatial statistics, covering univariate spatial<br />

modeling (kriging), multivariate spatial modeling (cokriging), methods <strong>of</strong> estimation<br />

and inference, and spatial sampling designs. Special relevance to remote sensing.<br />

Prerequisite: STAT 5313, and graduate standing in ma<strong>the</strong>matics or statistics, or<br />

departmental consent..<br />

STAT550V Statistical Consulting (Sp, Su, Fa) (1-3) Designed to give students a statistical<br />

consulting practicum. Students meet with clients, analyze data and prepare<br />

173

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