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STAT 521: Stochastic Processes I
3.00 Credits
Colorado State University-Fort Collins
Spring. Prerequisite: STAT 520. Characterization of stochastic processes. Markov chains in discrete and continuous time, branching processes, renewal theory, Bownian motion.
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STAT 521 - Stochastic Processes I
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STAT 522: Stochastic Processes II
3.00 Credits
Colorado State University-Fort Collins
Fall, Summer. Prerequisite: STAT 521. Martingales and applications, random walks, fluctuation theory, diffusion processes, point processes, queueing theory.
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STAT 522 - Stochastic Processes II
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STAT 523: Quantitative Spatial Analysis
3.00 Credits
Colorado State University-Fort Collins
Spring. Prerequisite: STAT 301 or STAT 307/ERHS 307. Credit not allowed for both STAT 523 and NR 523. Techniques in spatial analysis: point pattern analysis, spatial autocorrelation
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STAT 523 - Quantitative Spatial Analysis
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STAT 524: Financial Statistics
3.00 Credits
Colorado State University-Fort Collins
Fall.
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STAT 524 - Financial Statistics
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STAT 525: Analysis of Time Series I
3.00 Credits
Colorado State University-Fort Collins
Fall. Prerequisite: STAT 430. Trend and seasonality, stationary processes, Hilbert space techniques, spectral distribution function, fitting ARIMA models, linear prediction.
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STAT 525 - Analysis of Time Series I
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STAT 526: Analysis of Time Series II
3.00 Credits
Colorado State University-Fort Collins
Spring, Summer. Prerequisite: STAT 525. Spectral analysis; the periodogram; spectral estimation techniques; multivariate time series; linear systems, optimal control; Kalman filtering, prediction.
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STAT 526 - Analysis of Time Series II
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STAT 530: Mathematical Statistics
3.00 Credits
Colorado State University-Fort Collins
Spring. Prerequisite: STAT 520. Sampling distributions, estimates, testing, confidence intervals, exact and asymptotic theories of maximum likelihood and distribution-free methods.
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STAT 530 - Mathematical Statistics
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STAT 540: Data Analysis and Regression
3.00 Credits
Colorado State University-Fort Collins
Fall. Prerequisite: Six credits of upper-division statistics courses. Introduction to multiple regression and data analysis with emphasis on graphics and computing.
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STAT 540 - Data Analysis and Regression
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STAT 544: Biostatistical Methods for Quantitative Data
3.00 Credits
Colorado State University-Fort Collins
Spring. Prerequisite: STAT 301 or STAT 307/ERHS 307. Credit not allowed for both STAT 544 and ERHS 544. Regression and analysis of variance methods applied to both observational studies and designed experiments in the biological sciences.
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STAT 544 - Biostatistical Methods for Quantitative Data
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STAT 547: Statistics for Environmental Monitoring
3.00 Credits
Colorado State University-Fort Collins
Spring. Prerequisite: STAT 301. Credit not allowed for both STAT 547 and CIVE 547. Applications of statistics in environmental pollution studies involving air, water, or soil monitoring; sampling designs; trend analysis; censored data.
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STAT 547 - Statistics for Environmental Monitoring
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