Statistical Science (STSCI)Engineering

Showing 26 results.

Course descriptions provided by the Courses of Study 2018-2019.

STSCI 2100

Statistics is about understanding the world through data. We are surrounded by data, so there is a lot to understand. Covers data exploration and display, data gathering methods, probability, and statistical ... view course details

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Syllabi:
  •   Regular Academic Session.  Choose one lecture and one discussion. Combined with: ILRST 2100

  • 4 Credits GradeNoAud

  • 11269 STSCI 2100   LEC 001

  • Non-ILR Students please enroll in STSCI 2100.

  • 11270 STSCI 2100   DIS 201

  • Non-ILR Students please enroll in STSCI 2100.

  • 11271 STSCI 2100   DIS 202

  • Non-ILR Students please enroll in STSCI 2100.

  • 11272 STSCI 2100   DIS 203

  • Non-ILR Students please enroll in STSCI 2100.

  • 11273 STSCI 2100   DIS 204

  • Non-ILR Students please enroll in STSCI 2100.

  • 11274 STSCI 2100   DIS 205

  • Non-ILR Students please enroll in STSCI 2100.

  • 11276 STSCI 2100   DIS 207

  • Non-ILR Students please enroll in STSCI 2100.

  • 11277 STSCI 2100   DIS 208

  • Non-ILR Students please enroll in STSCI 2100.

  • 11278 STSCI 2100   DIS 209

  • Non-ILR Students please enroll in STSCI 2100.

  • 11279 STSCI 2100   DIS 210

  • Non-ILR Students please enroll in STSCI 2100.

  • 11280 STSCI 2100   DIS 211

  • Non-ILR Students please enroll in STSCI 2100.

  • 11881 STSCI 2100   DIS 212

  • Non-ILR Students please enroll in STSCI 2100.

  • 12024 STSCI 2100   DIS 213

  • 12171 STSCI 2100   DIS 214

  • 12172 STSCI 2100   DIS 215

STSCI 2150

This course provides an introduction to data analysis and statistical inference illustrated with biological applications. The computer labs will teach graphical analysis and statistical computation using ... view course details

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Syllabi:
  •   Regular Academic Session.  Choose one lecture and one laboratory.

  • 4 Credits Stdnt Opt

  • 11904 STSCI 2150   LEC 001

  • A student cannot receive credit for this course and for SOC 3010, PSYCH 3500, ENGRD 2700, ILRST 2100, PAM 2100, AEM 2100, BTRY 3010, or AP statistics.

  • 12389 STSCI 2150   LAB 401

  • 11905 STSCI 2150   LAB 402

  • 11906 STSCI 2150   LAB 403

  • 11907 STSCI 2150   LAB 404

STSCI 2200

In this course, students develop statistical methods and apply them to problems encountered in the biological and environmental sciences. Methods include data visualization, population parameter estimation, ... view course details

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Syllabi:
  •   Regular Academic Session.  Choose one lecture and one laboratory. Combined with: BTRY 3010

  • 4 Credits Stdnt Opt

  • 10573 STSCI 2200   LEC 001

  • Prerequisite: one semester of calculus.

  • 10574 STSCI 2200   LAB 401

  • 10575 STSCI 2200   LAB 402

  • 10576 STSCI 2200   LAB 403

  • 10577 STSCI 2200   LAB 404

  • 10578 STSCI 2200   LAB 405

  • 12532 STSCI 2200   LAB 406

STSCI 3080

This course provides an introduction to probability and parametric inference. Topics include: random variables, standard distributions, the law of large numbers, the central limit theorem, likelihood-based ... view course details

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Syllabi:
  •   Regular Academic Session.  Choose one lecture and one discussion. Combined with: BTRY 3080ILRST 3080

  • 4 Credits Stdnt Opt

  • 11720 STSCI 3080   LEC 001

  • Prerequisites: BTRY 3010, Calculus II, Multivariable calculus, or the equivalent.

  • 11721 STSCI 3080   DIS 201

  • 11759 STSCI 3080   DIS 202

STSCI 3100

Theory and application of statistical sampling, especially in regard to sample design, cost, estimation of population quantities, and error estimation. Assessment of nonsampling errors. Discussion ... view course details

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Syllabi: none
  •   Regular Academic Session.  Combined with: BTRY 3100ILRST 3100

  • 4 Credits Graded

  • 11532 STSCI 3100   LEC 001

  • Prerequisite: two semesters of statistics.

STSCI 3110

This course provides an introduction to probability and parametric inference. Topics include: random variables, standard distributions, the law of large numbers, the central limit theorem, likelihood-based ... view course details

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Syllabi:
  •   Regular Academic Session.  Choose one lecture and one discussion. Combined with: ECON 3110ILRST 3110

  • 4 Credits GradeNoAud

  • 11895 STSCI 3110   LEC 001

  • Prerequisites: MATH 1110 or equivalent. FORBIDDEN OVERLAP: Students may receive credit for only one course in the following group: ILRST/ECON/STSCI 3110, BTRY/STSCI 3080, ECON 3130, and MATH 4710

  • 11897 STSCI 3110   DIS 202

  • 16677 STSCI 3110   DIS 204

Syllabi:
  •   Regular Academic Session.  Choose one lecture and one discussion. Combined with: ECON 3110ILRST 3110

  • 4 Credits GradeNoAud

  • 12567 STSCI 3110   LEC 002

  • 11899 STSCI 3110   DIS 222

  • 16679 STSCI 3110   DIS 224

STSCI 4030

The focus of this course is the theory and application of the general linear model expressed in its matrix form. Topics will include: least squares estimation, multiple linear regression, coding for categorical ... view course details

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Syllabi:
  • 11508 STSCI 4030   LEC 001

  • A two-semester sequence on statistical methods (e.g. BTRY 3010-BTRY 3020), a course on probability and distribution theory (e.g. BTRY 3080 or Math 4710), multivariable calculus, and linear/matrix algebra.

  • 11970 STSCI 4030   LAB 401

  • 12197 STSCI 4030   LAB 402

  • 12862 STSCI 4030   LAB 403

  • 12863 STSCI 4030   LAB 404

STSCI 4270

Develops and uses statistical methods appropriate for analyzing right-censored (i.e., incomplete) time-to-event data. Topics covered include nonparametric estimation (e.g., life table methods, Kaplan Meier ... view course details

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Syllabi:
  •   Regular Academic Session.  Combined with: BTRY 4270

  • 3 Credits Stdnt Opt

  • 11982 STSCI 4270   LEC 001

  • Prerequisites: BTRY 3080 or equivalent preparation; 3 semesters of calculus.

STSCI 4740

We start off with a detailed refresher for Linear Regression. We then turn to popular methods for classification including Logistic Regression and Discriminant Analysis. Finally, we consider more advanced ... view course details

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Syllabi: none
  •   Regular Academic Session. 

  • 4 Credits Stdnt Opt

  • 11958 STSCI 4740   LEC 001

  • Prerequisite: CS 1112 or equivalent, MATH 2220, STSCI 3200, STSCI 3080 or MATH 4710.

STSCI 4940

Course of lectures selected by the faculty.  Because topics usually change from year to year, this course may be repeated for credit. view course details

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Syllabi: none
  •   Regular Academic Session. 

  • 1-3 Credits Stdnt Opt

  • 17697 STSCI 4940   LEC 001

    • TBA
    • Wells, M

  • Course of lectures selected by the faculty. Because topics usually change from year to year, this course may be repeated for credit.

STSCI 4970

Students assist in teaching a course appropriate to their previous training. Students meet with a discussion or laboratory section and regularly discuss objectives with the course instructor. view course details

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Syllabi: none
  •   Regular Academic Session. 

  • 1-4 Credits Stdnt Opt

  • 12201 STSCI 4970   IND 601

    • TBA
    • Smith, M

STSCI 4980

Problem solving sessions to prepare students for the first four actuarial examinations (probability, financial mathematics, statistical modeling, and risk management). view course details

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Syllabi: none
  •   Regular Academic Session. 

  • 2 Credits Sat/Unsat

  • 11948 STSCI 4980   LAB 401

    • TBA
    • Wells, M

  • Problem solving sessions to prepare students for the first four actuarial examinations (probability, financial mathematics, statistical modeling, and risk management).

STSCI 4990

Course consists of individual tutorial study selected by faculty. Because topics usually change year to year this course may be repeated for credit. view course details

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Syllabi: none
  •   Regular Academic Session. 

  • 1-4 Credits Stdnt Opt

  • 11760 STSCI 4990   IND 601

    • TBA
    • Diciccio, T

Syllabi: none
  •   Regular Academic Session. 

  • 1-4 Credits Stdnt Opt

  • 11761 STSCI 4990   IND 602

    • TBA
    • Wells, M

Syllabi: none
  •   Regular Academic Session. 

  • 1-4 Credits Stdnt Opt

  • 12264 STSCI 4990   IND 603

    • TBA
    • Booth, J

Syllabi: none
  •   Regular Academic Session. 

  • 1-4 Credits Stdnt Opt

  • 12429 STSCI 4990   IND 604

    • TBA
    • Ruppert, D

Syllabi: none
  •   Regular Academic Session. 

  • 1-4 Credits Stdnt Opt

  • 12444 STSCI 4990   IND 605

    • TBA
    • Hooker, G

Syllabi: none
  •   Regular Academic Session. 

  • 1-4 Credits Stdnt Opt

  • 12460 STSCI 4990   IND 606

    • TBA
    • Cawley, J

Syllabi: none
  •   Regular Academic Session. 

  • 1-4 Credits Stdnt Opt

  • 12634 STSCI 4990   IND 607

    • TBA
    • Bunge, J

Syllabi: none
  •   Regular Academic Session. 

  • 1-4 Credits Stdnt Opt

  • 12915 STSCI 4990   IND 608

    • TBA
    • Basu, S

STSCI 4999

Research at the undergraduate level. view course details

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Syllabi: none
  •   Regular Academic Session. 

  • 1-3 Credits Stdnt Opt

  • 11517 STSCI 4999   RSC 701

    • TBA
    • Diciccio, T

Syllabi: none
  •   Regular Academic Session. 

  • 1-3 Credits Stdnt Opt

  • 12418 STSCI 4999   RSC 702

    • TBA
    • Wells, M

STSCI 5010

This course teaches the basics of SAS (Statistical Analysis System) programming and the SAS Enterprise Miner software.  This course is composed two modules.  The first module, in the first 12 weeks, covers ... view course details

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Syllabi: none
  •   Regular Academic Session.  Choose one lecture and one laboratory.

  • 4 Credits Stdnt Opt

  • 10830 STSCI 5010   LEC 001

  • Enrollment limited to MPS (Applied Statistics) students

  • 11742 STSCI 5010   LAB 401

STSCI 5030

The focus of this course is the theory and application of the general linear model expressed in its matrix form. Topics will include: least squares estimation, multiple linear regression, coding for categorical ... view course details

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Syllabi:
  • 12564 STSCI 5030   LEC 001

  • Prerequisites: A two-semester sequence on statistical methods (e.g. BTRY 3010-BTRY 3020), a course on probability and distribution theory (e.g. BTRY 3080 or MATH 4710), multivariable calculus, and linear/matrix algebra, or permission of instructor. Intended for MPS students in Applied Statistics.

  • 12565 STSCI 5030   LAB 401

  • 12566 STSCI 5030   LAB 402

  • 12864 STSCI 5030   LAB 403

  • 12865 STSCI 5030   LAB 404

STSCI 5060

Using relational databases in statistical computing has become more and more important. The knowledge and skill of database management and the ability to combine this knowledge and skill with statistical ... view course details

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Syllabi: none
  •   Regular Academic Session.  Choose one lecture and one laboratory.

  • 4 Credits Stdnt Opt

  • 11833 STSCI 5060   LEC 001

  • Co-requisite: STSCI 5010 or Base SAS programming knowledge and skills

  • 11834 STSCI 5060   LAB 401

STSCI 5080

This course provides an introduction to probability and parametric inference. Topics include: random variables, standard distributions, the law of large numbers, the central limit theorem, likelihood-based ... view course details

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Syllabi: none
  •   Regular Academic Session.  Choose one lecture and one discussion.

  • 4 Credits Stdnt Opt

  • 12243 STSCI 5080   LEC 001

  • 12244 STSCI 5080   DIS 201

STSCI 5953

This course will focus on specific career and professional development topics for Master of Professional Studies in Applied Statistics students.  Through lectures, workshops and seminars from MPS Statistics ... view course details

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Syllabi: none
  •   Regular Academic Session. 

  • 1 Credit Sat/Unsat

  • 11848 STSCI 5953   LEC 001

  • Only open to MPS Applied Statistics students.

STSCI 5990

For individual or group research projects conducted under the direction of a member of STSCI faculty or instructors in a special area of statistical science that is not covered by regular course ... view course details

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Syllabi: none
  •   Regular Academic Session. 

  • 1-4 Credits Stdnt Opt

  • 12149 STSCI 5990   RSC 701

    • TBA
    • Hooker, G

  • Prerequisite: Multicalculus, linear algebra, and basic statistics. Permission of department required.

Syllabi: none
  •   Regular Academic Session. 

  • 1-4 Credits Stdnt Opt

  • 12250 STSCI 5990   RSC 702

    • TBA
    • Hong, Y

Syllabi: none
  •   Regular Academic Session. 

  • 1-4 Credits Stdnt Opt

  • 12251 STSCI 5990   RSC 703

    • TBA
    • Wells, M

Syllabi: none
  •   Regular Academic Session. 

  • 1-4 Credits Stdnt Opt

  • 12252 STSCI 5990   RSC 704

    • TBA
    • Matteson, D

Syllabi: none
  •   Regular Academic Session. 

  • 1-4 Credits Stdnt Opt

  • 12253 STSCI 5990   RSC 705

    • TBA
    • Kiefer, N

Syllabi: none
  •   Regular Academic Session. 

  • 1-4 Credits Stdnt Opt

  • 12254 STSCI 5990   RSC 706

    • TBA
    • Bunge, J

Syllabi: none
  •   Regular Academic Session. 

  • 1-4 Credits Stdnt Opt

  • 12550 STSCI 5990   RSC 707

    • TBA
    • Basu, S

Syllabi: none
  •   Regular Academic Session. 

  • 1-4 Credits Stdnt Opt

  • 12616 STSCI 5990   RSC 708

    • TBA
    • Yang, X

Syllabi: none
  •   Regular Academic Session. 

  • 1-4 Credits Stdnt Opt

  • 12637 STSCI 5990   RSC 709

    • TBA
    • Diciccio, T

Syllabi: none
  •   Regular Academic Session. 

  • 1-4 Credits Stdnt Opt

  • 18836 STSCI 5990   RSC 710

    • TBA
    • Smith, M

STSCI 6740

Focuses on the modern theory of statistical inference, with an emphasis on asymptotic methods. Topics include M-estimation, related exponential inequalities, U-statistic theory as well as nonparametric ... view course details

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Syllabi: none
  •   Regular Academic Session.  Combined with: MATH 6740

  • 4 Credits Stdnt Opt

  • 12494 STSCI 6740   LEC 001

STSCI 6940

No description available. view course details

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Syllabi: none
  •   Regular Academic Session. 

  • 1-4 Credits Opt NoAud

  • 17702 STSCI 6940   LEC 001

    • TBA
    • Wells, M

STSCI 6970

Individual tutorial study selected by the faculty. Because topics usually change from year to year, this course may be repeated for credit. view course details

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Syllabi: none
  •   Regular Academic Session. 

  • 3 Credits Stdnt Opt

  • 12449 STSCI 6970   IND 601

    • TBA
    • Ruppert, D

  • Individual tutorial study selected by the faculty.

Syllabi: none
  •   Regular Academic Session. 

  • 3 Credits Stdnt Opt

  • 12450 STSCI 6970   IND 602

    • TBA
    • Wells, M

Syllabi: none
  •   Regular Academic Session. 

  • 3 Credits Stdnt Opt

  • 12451 STSCI 6970   IND 603

    • TBA
    • Hooker, G

Syllabi: none
  •   Regular Academic Session. 

  • 3 Credits Stdnt Opt

  • 12453 STSCI 6970   IND 605

    • TBA
    • Matteson, D

Syllabi: none
  •   Regular Academic Session. 

  • 3 Credits Stdnt Opt

  • 12454 STSCI 6970   IND 606

    • TBA
    • Yang, X

STSCI 7170

Properties of the multivariate normal distribution. Distribution theory for quadratic forms. Properties of least squares and maximum likelihood estimates. Methods for fixed-effect models of less than full ... view course details

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Syllabi: none
  • 12143 STSCI 7170   LEC 001

  • Prerequisites: BTRY 4090 or MATH 4720 , BTRY 6020 , or equivalents.

STSCI 7999

Research at the Ph.D. Level. view course details

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Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Sat/Unsat

  • 11515 STSCI 7999   RSC 701

    • TBA
    • Wells, M

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Sat/Unsat

  • 11983 STSCI 7999   RSC 702

    • TBA
    • Fink, D

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Sat/Unsat

  • 11984 STSCI 7999   RSC 703

    • TBA
    • Matteson, D

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Sat/Unsat

  • 11985 STSCI 7999   RSC 704

    • TBA
    • Bunea, F

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Sat/Unsat

  • 11986 STSCI 7999   RSC 705

    • TBA
    • Molinari, F

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Sat/Unsat

  • 11987 STSCI 7999   RSC 706

    • TBA
    • Hooker, G

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Sat/Unsat

  • 11988 STSCI 7999   RSC 707

    • TBA
    • Bunge, J

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Sat/Unsat

  • 11989 STSCI 7999   RSC 708

    • TBA
    • Staff

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Sat/Unsat

  • 11990 STSCI 7999   RSC 709

    • TBA
    • Booth, J

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Sat/Unsat

  • 11991 STSCI 7999   RSC 710

    • TBA
    • Abowd, J

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Sat/Unsat

  • 11992 STSCI 7999   RSC 711

    • TBA
    • Ruppert, D

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Sat/Unsat

  • 11993 STSCI 7999   RSC 712

    • TBA
    • Resnick, S

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Sat/Unsat

  • 11994 STSCI 7999   RSC 713

    • TBA
    • Diciccio, T

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Sat/Unsat

  • 11995 STSCI 7999   RSC 714

    • TBA
    • Hong, Y

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Sat/Unsat

  • 11996 STSCI 7999   RSC 715

    • TBA
    • Staff

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Sat/Unsat

  • 11997 STSCI 7999   RSC 716

    • TBA
    • Wegkamp, M

STSCI 9999

Doctoral Level Dissertation Research. view course details

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Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Stdnt Opt

  • 11516 STSCI 9999   RSC 701

    • TBA
    • Wegkamp, M

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Stdnt Opt

  • 11922 STSCI 9999   RSC 702

    • TBA
    • Wells, M

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Stdnt Opt

  • 11923 STSCI 9999   RSC 703

    • TBA
    • Fink, D

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Stdnt Opt

  • 11924 STSCI 9999   RSC 704

    • TBA
    • Matteson, D

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Stdnt Opt

  • 11925 STSCI 9999   RSC 705

    • TBA
    • Bunea, F

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Stdnt Opt

  • 11926 STSCI 9999   RSC 706

    • TBA
    • Molinari, F

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Stdnt Opt

  • 11927 STSCI 9999   RSC 707

    • TBA
    • Hooker, G

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Stdnt Opt

  • 11928 STSCI 9999   RSC 708

    • TBA
    • Bunge, J

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Stdnt Opt

  • 11929 STSCI 9999   RSC 709

    • TBA
    • Ruppert, D

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Stdnt Opt

  • 11930 STSCI 9999   RSC 710

    • TBA
    • Booth, J

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Stdnt Opt

  • 11931 STSCI 9999   RSC 711

    • TBA
    • Abowd, J

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Stdnt Opt

  • 11932 STSCI 9999   RSC 712

    • TBA
    • Basu, S

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Stdnt Opt

  • 11933 STSCI 9999   RSC 713

    • TBA
    • Guinness, J

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Stdnt Opt

  • 11934 STSCI 9999   RSC 714

    • TBA
    • Resnick, S

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Stdnt Opt

  • 11935 STSCI 9999   RSC 715

    • TBA
    • Diciccio, T

Syllabi: none
  •   Regular Academic Session. 

  • 1-9 Credits Stdnt Opt

  • 11936 STSCI 9999   RSC 716

    • TBA
    • Hong, Y