Statistical Science (STSCI)Engineering

Showing 26 results.

Course descriptions provided by the Courses of Study 2016-2017. Courses of Study 2017-2018 is scheduled to publish mid-June.

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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  • Enrollment Information
    Choose one lecture and one discussion. Combined with: ILRST 2100

  • 4 Credits GradeNoAud

  • 11617STSCI 2100  LEC 001

    • TR
    • Karns, M

  • Non-ILR Students please enroll in STSCI 2100.

  • 11618STSCI 2100  DIS 201

    • F
    • Karns, M

  • Non-ILR Students please enroll in STSCI 2100.

  • 11619STSCI 2100  DIS 202

    • F
    • Karns, M

  • Non-ILR Students please enroll in STSCI 2100.

  • 11620STSCI 2100  DIS 203

    • F
    • Karns, M

  • Non-ILR Students please enroll in STSCI 2100.

  • 11621STSCI 2100  DIS 204

    • F
    • Karns, M

  • Non-ILR Students please enroll in STSCI 2100.

  • 11622STSCI 2100  DIS 205

    • F
    • Karns, M

  • Non-ILR Students please enroll in STSCI 2100.

  • 11623STSCI 2100  DIS 206

    • F
    • Karns, M

  • Non-ILR Students please enroll in STSCI 2100.

  • 11624STSCI 2100  DIS 207

    • F
    • Karns, M

  • Non-ILR Students please enroll in STSCI 2100.

  • 11625STSCI 2100  DIS 208

    • F
    • Karns, M

  • Non-ILR Students please enroll in STSCI 2100.

  • 11626STSCI 2100  DIS 209

    • F
    • Karns, M

  • Non-ILR Students please enroll in STSCI 2100.

  • 11627STSCI 2100  DIS 210

    • F
    • Karns, M

  • Non-ILR Students please enroll in STSCI 2100.

  • 11628STSCI 2100  DIS 211

    • F
    • Karns, M

  • Non-ILR Students please enroll in STSCI 2100.

  • 12297STSCI 2100  DIS 212

    • F
    • Karns, M

  • Non-ILR Students please enroll in STSCI 2100.

STSCI 2110

A second course in statistics that emphasizes applications to the social sciences. Topics include simple linear regression, multiple linear regression (theory, model building, and model diagnostics), and ... view course details

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    Choose one lecture and one discussion. Combined with: ILRST 2110ILRST 5110STSCI 5110

  • 3 Credits GradeNoAud

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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  • Enrollment Information
    Choose one lecture and one laboratory.

  • 4 Credits Stdnt Opt

  • 12324STSCI 2150  LEC 001

    • MWF
    • Smith, M

  • 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.

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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    Choose one lecture and one laboratory. Combined with: BTRY 3010

  • 4 Credits Stdnt Opt

  • 10878STSCI 2200  LEC 001

    • TR
    • Earls, C

  • Prerequisite: one semester of calculus.

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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    Choose one lecture and one discussion. Combined with: BTRY 3080ILRST 3080

  • 4 Credits Stdnt Opt

  • 12109STSCI 3080  LEC 001

    • TR
    • Bunea, F

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

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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    Combined with: BTRY 3100ILRST 3100

  • 4 Credits Graded

  • 11910STSCI 3100  LEC 001

    • MW
    • Bunge, J

  • 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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  • Enrollment Information
    Choose one lecture and one discussion. Combined with: ECON 3110ILRST 3110

  • 4 Credits GradeNoAud

  • 12315STSCI 3110  LEC 001

    • MW
    • Diciccio, T

  • 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

  • Enrollment Information
    Choose one lecture and one discussion. Combined with: ECON 3110ILRST 3110

  • 4 Credits GradeNoAud

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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  • Enrollment Information
    Choose one lecture and one laboratory. Combined with: BTRY 4030

  • 4 Credits Stdnt Opt

  • 11884STSCI 4030  LEC 001

    • MW
    • Hooker, G

  • 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.

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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    Combined with: BTRY 4270

  • 3 Credits Stdnt Opt

  • 12407STSCI 4270  LEC 001

    • TR
    • Smith, M

  • 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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  • Enrollment Information

  • 4 Credits Graded

  • 12383STSCI 4740  LEC 001

    • TR
    • Ning, Y

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

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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  • Enrollment Information

  • 1-4 Credits Stdnt Opt

  • 12641STSCI 4970  IND 601

    • TBA
    • Smith, M

  • Enrollment Information

  • 1-4 Credits Stdnt Opt

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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  • Enrollment Information

  • 2 Credits Sat/Unsat

  • 12372STSCI 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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  • Enrollment Information

  • 1-4 Credits Stdnt Opt

  • 12159STSCI 4990  IND 601

    • TBA
    • Diciccio, T

  • Enrollment Information

  • 1-4 Credits Stdnt Opt

  • 12160STSCI 4990  IND 602

    • TBA
    • Wells, M

  • Enrollment Information

  • 1-4 Credits Stdnt Opt

  • 12710STSCI 4990  IND 603

    • TBA
    • Booth, J

  • Enrollment Information

  • 1-4 Credits Stdnt Opt

  • 12912STSCI 4990  IND 604

    • TBA
    • Ruppert, D

  • Enrollment Information

  • 1-4 Credits Stdnt Opt

  • 12928STSCI 4990  IND 605

    • TBA
    • Earls, C

  • Enrollment Information

  • 1-4 Credits Stdnt Opt

  • 12949STSCI 4990  IND 606

    • TBA
    • Cawley, J

  • Enrollment Information

  • 1-4 Credits Stdnt Opt

  • 13220STSCI 4990  IND 607

    • TBA
    • Bunge, J

STSCI 4999

Research at the undergraduate level. view course details

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  • Enrollment Information

  • 1-3 Credits Stdnt Opt

  • 11894STSCI 4999  RSC 701

    • TBA
    • Diciccio, T

  • Enrollment Information

  • 1-3 Credits Stdnt Opt

  • 12899STSCI 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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    Choose one lecture and one laboratory.

  • 4 Credits Stdnt Opt

  • 11157STSCI 5010  LEC 001

    • MW
    • Yang, X

  • Enrollment limited to MPS (Applied Statistics) students.

  • 12132STSCI 5010  LAB 401

    • F
    • Yang, X

STSCI 5030

No description available. view course details

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    Choose one lecture and one laboratory.

  • 4 Credits Stdnt Opt

  • 13120STSCI 5030  LEC 001

    • TR
    • Staff

  • 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.

  • 13121STSCI 5030  LAB 401

    • W
    • Staff

  • 13122STSCI 5030  LAB 402

    • R
    • Staff

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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  • Enrollment Information
    Choose one lecture and one laboratory.

  • 4 Credits Stdnt Opt

  • 12245STSCI 5060  LEC 001

    • MW
    • Yang, X

  • 12246STSCI 5060  LAB 401

    • F
    • Yang, X

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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  • Enrollment Information
    Choose one lecture and one discussion.

  • 4 Credits Stdnt Opt

  • 12688STSCI 5080  LEC 001

    • TR
    • Staff

  • 12689STSCI 5080  DIS 201

    • F
    • Staff

STSCI 5110

Second course in statistics that emphasizes applications to the social sciences. Topics include simple linear regression, multiple linear regression (theory, model building, and model diagnostics), and ... view course details

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  • Enrollment Information
    Choose one lecture and one discussion. Combined with: ILRST 2110ILRST 5110STSCI 2110

  • 3 Credits GradeNoAud

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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  • 1 Credit Sat/Unsat

  • 12260STSCI 5953  LEC 001

    • T
    • Todd, C

  • 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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  • 1-4 Credits Stdnt Opt

  • 12579STSCI 5990  RSC 701

    • TBA
    • Hooker, G

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

  • Enrollment Information

  • 1-4 Credits Stdnt Opt

  • 12696STSCI 5990  RSC 702

    • TBA
    • Hong, Y

  • Enrollment Information

  • 1-4 Credits Stdnt Opt

  • 12697STSCI 5990  RSC 703

    • TBA
    • Wells, M

  • Enrollment Information

  • 1-4 Credits Stdnt Opt

  • 12698STSCI 5990  RSC 704

    • TBA
    • Matteson, D

  • Enrollment Information

  • 1-4 Credits Stdnt Opt

  • 12699STSCI 5990  RSC 705

    • TBA
    • Staff

  • Enrollment Information

  • 1-4 Credits Stdnt Opt

  • 12700STSCI 5990  RSC 706

    • TBA
    • Bunge, J

  • Enrollment Information

  • 1-4 Credits Stdnt Opt

  • 13094STSCI 5990  RSC 707

    • TBA
    • Staff

  • Enrollment Information

  • 1-4 Credits Stdnt Opt

  • 13199STSCI 5990  RSC 708

    • TBA
    • Yang, X

  • Enrollment Information

  • 1-4 Credits Stdnt Opt

  • 13223STSCI 5990  RSC 709

    • TBA
    • Diciccio, T

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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    Combined with: MATH 6740

  • 4 Credits Stdnt Opt

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

View Enrollment Information

  • Enrollment Information

  • 3 Credits Stdnt Opt

  • 12936STSCI 6970  IND 601

    • TBA
    • Ruppert, D

  • Individual tutorial study selected by the faculty.

  • Enrollment Information

  • 3 Credits Stdnt Opt

  • Enrollment Information

  • 3 Credits Stdnt Opt

  • Enrollment Information

  • 3 Credits Stdnt Opt

  • Enrollment Information

  • 3 Credits Stdnt Opt

  • 12940STSCI 6970  IND 605

    • TBA
    • Matteson, D

  • Enrollment Information

  • 3 Credits Stdnt Opt

  • 12941STSCI 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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    Combined with: ILRST 7170ORIE 7170

  • 3 Credits Graded

  • 12573STSCI 7170  LEC 001

    • TR
    • Wells, M

  • 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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  • Enrollment Information

  • 1-9 Credits Sat/Unsat

  • 11892STSCI 7999  RSC 701

    • TBA
    • Wells, M

  • Enrollment Information

  • 1-9 Credits Sat/Unsat

  • 12408STSCI 7999  RSC 702

    • TBA
    • Fink, D

  • Enrollment Information

  • 1-9 Credits Sat/Unsat

  • 12409STSCI 7999  RSC 703

    • TBA
    • Matteson, D

  • Enrollment Information

  • 1-9 Credits Sat/Unsat

  • 12410STSCI 7999  RSC 704

    • TBA
    • Bunea, F

  • Enrollment Information

  • 1-9 Credits Sat/Unsat

  • 12411STSCI 7999  RSC 705

    • TBA
    • Molinari, F

  • Enrollment Information

  • 1-9 Credits Sat/Unsat

  • 12412STSCI 7999  RSC 706

    • TBA
    • Hooker, G

  • Enrollment Information

  • 1-9 Credits Sat/Unsat

  • 12413STSCI 7999  RSC 707

    • TBA
    • Bunge, J

  • Enrollment Information

  • 1-9 Credits Sat/Unsat

  • 12414STSCI 7999  RSC 708

    • TBA
    • Staff

  • Enrollment Information

  • 1-9 Credits Sat/Unsat

  • 12415STSCI 7999  RSC 709

    • TBA
    • Booth, J

  • Enrollment Information

  • 1-9 Credits Sat/Unsat

  • 12416STSCI 7999  RSC 710

    • TBA
    • Abowd, J

  • Enrollment Information

  • 1-9 Credits Sat/Unsat

  • 12417STSCI 7999  RSC 711

    • TBA
    • Staff

  • Enrollment Information

  • 1-9 Credits Sat/Unsat

  • 12418STSCI 7999  RSC 712

    • TBA
    • Resnick, S

  • Enrollment Information

  • 1-9 Credits Sat/Unsat

  • 12419STSCI 7999  RSC 713

    • TBA
    • Diciccio, T

  • Enrollment Information

  • 1-9 Credits Sat/Unsat

  • 12420STSCI 7999  RSC 714

    • TBA
    • Hong, Y

  • Enrollment Information

  • 1-9 Credits Sat/Unsat

  • 12421STSCI 7999  RSC 715

    • TBA
    • Staff

  • Enrollment Information

  • 1-9 Credits Sat/Unsat

  • 12422STSCI 7999  RSC 716

    • TBA
    • Wegkamp, M

STSCI 9999

Doctoral Level Dissertation Research. view course details

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  • Enrollment Information

  • 1-9 Credits Stdnt Opt

  • 11893STSCI 9999  RSC 701

    • TBA
    • Wegkamp, M

  • Enrollment Information

  • 1-9 Credits Stdnt Opt

  • 12346STSCI 9999  RSC 702

    • TBA
    • Wells, M

  • Enrollment Information

  • 1-9 Credits Stdnt Opt

  • 12347STSCI 9999  RSC 703

    • TBA
    • Fink, D

  • Enrollment Information

  • 1-9 Credits Stdnt Opt

  • 12348STSCI 9999  RSC 704

    • TBA
    • Matteson, D

  • Enrollment Information

  • 1-9 Credits Stdnt Opt

  • 12349STSCI 9999  RSC 705

    • TBA
    • Bunea, F

  • Enrollment Information

  • 1-9 Credits Stdnt Opt

  • 12350STSCI 9999  RSC 706

    • TBA
    • Molinari, F

  • Enrollment Information

  • 1-9 Credits Stdnt Opt

  • 12351STSCI 9999  RSC 707

    • TBA
    • Hooker, G

  • Enrollment Information

  • 1-9 Credits Stdnt Opt

  • 12352STSCI 9999  RSC 708

    • TBA
    • Bunge, J

  • Enrollment Information

  • 1-9 Credits Stdnt Opt

  • 12353STSCI 9999  RSC 709

    • TBA
    • Staff

  • Enrollment Information

  • 1-9 Credits Stdnt Opt

  • 12354STSCI 9999  RSC 710

    • TBA
    • Booth, J

  • Enrollment Information

  • 1-9 Credits Stdnt Opt

  • 12355STSCI 9999  RSC 711

    • TBA
    • Abowd, J

  • Enrollment Information

  • 1-9 Credits Stdnt Opt

  • 12356STSCI 9999  RSC 712

    • TBA
    • Staff

  • Enrollment Information

  • 1-9 Credits Stdnt Opt

  • 12357STSCI 9999  RSC 713

    • TBA
    • Staff

  • Enrollment Information

  • 1-9 Credits Stdnt Opt

  • 12358STSCI 9999  RSC 714

    • TBA
    • Resnick, S

  • Enrollment Information

  • 1-9 Credits Stdnt Opt

  • 12359STSCI 9999  RSC 715

    • TBA
    • Diciccio, T

  • Enrollment Information

  • 1-9 Credits Stdnt Opt

  • 12360STSCI 9999  RSC 716

    • TBA
    • Hong, Y

  • Enrollment Information

  • 1-9 Credits Stdnt Opt

  • 12361STSCI 9999  RSC 717

    • TBA
    • Staff