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DSCI 3870: Management Science
3.00 Credits
University of North Texas
3870. Management Science. 3 hours. Introduction to operations research for business decision making. Spreadsheet methods are used to evaluate the following: deterministic models; allocation problems, linear programming, sequencing and scheduling, and network models. Prerequisite(s): DSCI 2710 or consent of instructor; ACCT 2010 and 2020 with grades of C or better; ECON 1100 and 1110; MATH 1100; MATH 1190 or equivalent.
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DSCI 4510: Model-Based Decision Support Systems
3.00 Credits
University of North Texas
4510. Model-Based Decision Support Systems. 3 hours. How model-based decision support systems can be utilized as a key element within a managerial decision process. Attention is paid to how and why such a model is used in a support system environment. Topics include the use of mathematical, statistical and business models that are embedded within a decision support system for dealing with both structured and semi-structured decision problems. Prerequisite(s): DSCI 3870; BCIS 3610; 2.7 UNT GPA (2.7 transfer GPA if no courses taken at UNT); a grade of C or better in each previously taken MSCI course, or consent of department.
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DSCI 4520: Data-Based Decision Support Systems
3.00 Credits
University of North Texas
4520. Data-Based Decision Support Systems. 3 hours. Knowledge discovery in large databases, using data mining tools and techniques. Topics include data exploration, modeling, and model evaluation. Decision making in a case-embedded business environment is emphasized. Prerequisite(s): MSCI 3710; BCIS 3610; 2.7 UNT GPA (2.7 transfer GPA if no courses taken at UNT); a grade of C or better in each previously taken MSCI course, or consent of department.
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DSCI 4700: Problem Solving and Decision Making Process
3.00 Credits
University of North Texas
4700. Problem Solving and Decision Making Process. 3 hours. Study of the process of decision making and the information requirements of decisions; decision support systems tool selection and DSS applications development. Prerequisite(s): BCIS 4660 or ACCT 4100 or LSCM 3960 or MGMT 3830; 2.7 UNT GPA (2.7 transfer GPA if no courses taken at UNT); a grade of C or better in each previously taken MSCI course, or consent of department.
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DSCI 4900: Special Problems
1.00 - 3.00 Credits
University of North Texas
4900. Special Problems. 1-3 hours.
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DSCI 4951: Honors College Capstone Thesis
3.00 Credits
University of North Texas
4951. Honors College Capstone Thesis. 3 hours. A major research project is prepared by the student under the supervision of a faculty member and presented in standard thesis format. An oral defense is required of each student for successful completion of the thesis. Prerequisite(s) : completion of at least six hours in honors courses; completion of at least 12 semester credit hours in the major department in which the thesis is prepared; approval of the department chair and the dean of the school or college in which the thesis is prepared; approval of the dean of the Honors College. May be substituted for HNRS 4000.
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DSCI 5010: Statistical Analysis
1.50 Credits
University of North Texas
5010. Statistical Analysis. 1.5 hours. Basic descriptive and inferential statistics; includes frequency distributions, averages, dispersions, index numbers, time-series analysis, probability, theoretical distributions, sampling distribution, estimation, tests of significance, chi-square, regression and correlation, analysis of variance and sample design. Prerequisite(s): MATH 1190 or equivalent. This course meets the deficiency requirement of statistics (MSCI 3700 and 3710) for MBA candidates, and may be counted as part of a graduate program in a field other than business administration.
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DSCI 5180: Introduction to Decision Making
3.00 Credits
University of North Texas
5180. Introduction to Decision Making. 3 hours. Emphasis on model assumptions, applying the correct statistical model and interpreting the results. Topics include simple regression, multiple regression (e.g., qualitative variable coding, model building) and experimental design (e.g., completely randomized design, randomized block design, multi-factor designs). Prerequisite(s): MSCI 5010 or equivalent.
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DSCI 5210: Model-Based Decision Making
3.00 Credits
University of North Texas
5210. Model-Based Decision Making. 3 hours. Explains how model-based decision support systems aid managerial decision processes. Attention will be paid to the how and why such a model is used in a support system environment. Course topics include the use of mathematical, statistical and business models that are embedded in decision support systems for dealing with both structured and semi-structured decision problems. Students identify opportunities and problems for which the use of modeling will enhance a decision maker's chance of success. Different type of models and decision structuring techniques will be compared and contrasted, and appropriate techniques will be illustrated to analyze real-life situations. Prerequisite(s): MSCI 5010 or equivalent.
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DSCI 5220: Survey Sampling
3.00 Credits
University of North Texas
5220. Survey Sampling. 3 hours. Introduction to sampling theory and applications. Attention is focused on major survey sampling techniques, including cluster, ratio, stratified and simple random sampling. Principal concepts and methods of acceptance sampling that are useful in quality control are presented, including operating characteristic curves, and single, double and sequential sampling plans for attributes and variables. Prerequisite(s): MSCI 5180 or consent of department.
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