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STAT 426: Estimation and Sampling Theory
4.00 Credits
California Polytechnic State University-San Luis Obispo
Continuation of STAT 425. Properties of statistics obtained from samples. Sample mean properties, convergence in probability, law of large numbers, and central limit theorem. Selected probability distributions. Theory of estimation. Sampling distribution of estimators. 4 lectures. Prerequisite: STAT 425.
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STAT 426 - Estimation and Sampling Theory
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STAT 427: Mathematical Statistics
4.00 Credits
California Polytechnic State University-San Luis Obispo
Continuation of STAT 426. The theory of hypothesis testing and its applications. Power and uniformly most powerful tests. Categorical data and nonparametric methods. Other selected topics. 4 lectures. Prerequisite: STAT 426.
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STAT 427 - Mathematical Statistics
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STAT 430: Statistical Computing II
4.00 Credits
California Polytechnic State University-San Luis Obispo
Design and use of statistical software in programming statistical applications; object oriented statistical languages; random number generation; Monte Carlo methods including resampling (bootstrap and jack-knife), randomization tests, and simulation; exploratory data analysis using linked, Trellis, and dynamic graphics; smoothing algorithms; and regression trees. 4 lectures. Prerequisite: STAT 302 or STAT 322, STAT 330, and STAT 323 or STAT 324.
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STAT 430 - Statistical Computing II
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STAT 440: SAS Certification Preparation
2.00 Credits
California Polytechnic State University-San Luis Obispo
Preparation and discussion of programming, data management, and data analysis topics related to the Certified Base Programmer Exam offered by the Statistical Analysis Systems (SAS) Institute. 2 lectures. Prerequisite: STAT 330 or equivalent. New course effective Spring 2009.
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STAT 440 - SAS Certification Preparation
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STAT 461,462: Senior Project I,II
1.00 Credits
California Polytechnic State University-San Luis Obispo
Selection and completion of a project under faculty supervision. Projects typical of problems which graduates must solve in their fields of employment. Project results are presented in a formal report. Minimum 90 hours total time.
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STAT 461,462 - Senior Project I,II
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STAT 465: Statistical Communication and Consulting
4.00 Credits
California Polytechnic State University-San Luis Obispo
Blending of the theoretical and practical aspects of statistical consulting. Development of tools necessary to conduct effective consulting sessions, present oral arguments and written reports, work collaboratively to solve problems, and utilize professional publications in statistics. 4 lectures. Prerequisite: Successful completion of at least one STAT 400-level course and senior standing. Changed effective Spring 2009.
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STAT 465 - Statistical Communication and Consulting
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STAT 470: Selected Advanced Topics
1.00 - 4.00 Credits
California Polytechnic State University-San Luis Obispo
Directed group study of selected topics for advanced students. Open to undergraduate and graduate students. The Schedule of Classes will list topic selected. Total credit limited to 8 units. 1-4 lectures. Prerequisite: Consent of instructor.
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STAT 470 - Selected Advanced Topics
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STAT 485: Cooperative Education Experience
3.00 - 6.00 Credits
California Polytechnic State University-San Luis Obispo
Part-time work experience in business, industry, government, and other areas of student career interest. Positions are paid and usually require relocation and registration in course for two consecutive quarters. Formal report and evaluation by work supervisor required. Total credit limited to 16 units. Credit/No Credit grading only. Prerequisite: Sophomore standing and consent of instructor.
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STAT 485 - Cooperative Education Experience
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STAT 495: Cooperative Education Experience
3.00 - 12.00 Credits
California Polytechnic State University-San Luis Obispo
Full-time work experience in business, industry, government, and other areas of student career interest. Positions are paid and usually require relocation and registration in course for two consecutive quarters. Formal report and evaluation by work supervisor required. Total credit limited to 16 units. Credit/No Credit grading only. Prerequisite: Sophomore standing and consent of instructor.
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STAT 495 - Cooperative Education Experience
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STAT 512: Statistical Methods
4.00 Credits
California Polytechnic State University-San Luis Obispo
Statistical methods in research for graduate students not majoring in mathematical sciences. Probability distributions, confidence intervals, hypothesis testing, contingency tables, linear regression and correlation, multiple regression, analysis of variance. Substantial use of statistical software. 4 seminars. Prerequisite: Graduate standing and intermediate algebra or equivalent.
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STAT 512 - Statistical Methods
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