| EX ST 611 | STATISTICAL METHODS FOR PROCESS DEVELOPMENT AND CONTROL 3(3,0) Experimental design techniques for use in process development, application of screening experiments and response surface experiments, techniques for process control with implications for product quality control. Includes discussions of the use of statistical computer analyses and interpretations including computer generated graphics. Preq: MTHSC 206 or consent of instructor. |
| EX ST 662 | STATISTICS APPLIED TO ECONOMICS 3 3,0) Continuation of EX ST 301 with emphasis on statistical methods used in the collection, analysis, presentation, and interpretation of economic data. Special attention is given to time series analysis, the construction of index numbers, and the designing of samples for surveys in the social science fields. Preq: EX ST 301. |
| EX ST 801 | STATISTICAL METHODS I, 4cr (3 and 3) Role and application of statistics in research, estimation, test of significance, analysis of variance, multiple comparison techniques, basic designs, mean square expectations, variance components analysis, simple and multiple linear regression and correlation, and nonparametric procedures. Preq: Permission of instructor. |
| EX ST 802 | STATISTICAL METHODS II, 3 cr. (3 and 0) Extended coverage of several methods introduced in EX ST 801: multiple regression model building and diagnostics, experiment design and analysis, and nonparametric methods; mixed models and repeated measures analyses; categorical data analysis; multivariate methods and sampling desings; appropriate use of statistical software. Preq: EX ST 801 |
| EX ST 803 | REGRESSION AND LEAST SQUARES ANALYSIS, 3 cr (3 and 0) Regression analysis; simple and multiple linear, curvilinear and multiple curvilinear; curve fitting; least squares and computer techniques for fitting of constants and analysis of planned experiments. Preq: EX ST 801 |
| EX ST 804 | SAMPLING 3 cr (3 and 0) Principles of scientific sampling; finite population sampling; simple random, stratified, multistage and systematic sampling; optimum allocation; methods of obtaining, processing and reporting survey information; sampling as related to the environment, natural resources, and social and economic problems. Preq: EX ST 801 |
| EX ST 805 | DESIGN AND ANALYSIS OF EXPERIMENTS 3 cr (3 and 0) Basic designs and analysis; data transformation; single degree of freedom, orthogonality and responses in ANOVA; covariance; response surfaces; incomplete blocks; introduction to least squares analysis of experiments; uses of standard computer programs for selected analyses. Preq: EX ST 801 |
| EX ST 811 | SPECIAL PROBLEMS IN EXPERIMENTAL STATISTICS 1-3 cr (0 and 2-6) Statistical aspects of an individualized research problem; determining an appropriate experimental design; performing proper analyses and generating effective reports. |
| EX ST 812 | SELECTED TOPICS 1-3 cr (1-3 and 0) Topics in applied statistics not covered in other courses. May be repeated for different topics. |
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Applied Economics & Statistics, Clemson University, Clemson, SC.