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Statistics (STAT)

32 courses in the 1994–95 Undergraduate Calendar, read from the scanned original. The text comes from OCR, so check the scanned page before relying on a detail.

STAT 202 Elementary Statistics for BiologistsF 2C,1L 0.5

Elementary probability, populations, samples and distributions with biological examples. Methods for data summary and presentation. Estimation, hypothesis testing, two-sample techniques and paired _ comparisons, regression, correlation.

For Science students only

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STAT 204 Statistics for the Physical Sciences 1F 2C,1L 0.5

Descriptive statistics. Probability, random variables, discrete and continuous distributions. Estimation and hypothesis testing, regression, correlation.

For Science students only

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STAT 211 Introductory Statistics and Sampling tor AccountingF,S 3C,1T 0.5

Descriptive statistics, probability, discrete and continuous random variables. Sampling distributions and simple hypothesis testing. Introduction to survey sampling.

Prereq: MATH 109

Open only to students from the School of Accountancy

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STAT 220 ~ {Introduction to Statistical Methods 1F 3C,1T 0.5

Introduction to design of experiments; descriptive statistics (histograms, summary Statistics, stem and leaf plots, correlation); probability (the normal and binomial distributions, other continuous and discrete distributions); chance variability (linear combinations of random variables, the central limit theorem).

Prereq: MATH 108 or equivalent ~

Not open to Honours Mathematics students

Antireq: STAT 230, 240

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STAT 221 Introduction to Statistical Methods 2W 3C,1T 0.5

Chance models (applied to measurement error and genetics); tests of significance (one- and two-sample 2- and t-tests); simple linear regression (including analysis of variance and parameter estimation); survey sampling (including estimation of means, totals and proportions in simple random sampling).

Prereq: STAT 220

Not open to Honours Mathematics students

Antireq: STAT 231, 241

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STAT 230 ProbabilityF,W,S 3C,1T 0.5

The laws of probability, discrete and continuous random variables, expectation, central limit theorem.

Prereq: MATH 137 and second-year standing

Antireq: STAT 220, 240

Also offered at St. Jerome’s College in the Fall term

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STAT 231 StatisticsF,W,S 3C,1T 0.5

Estimation, tests of significance, probability plots. Contingency tabies, normal distribution theory, simple linear regression. Prereq: MATH 237, and STAT 230 Antireq: STAT 221, 241 Also offered at St. Jerome’s College in the Winter term

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STAT 240 ProbabilityF,W 3C 0.5

STAT 240 is an advanced-level enriched version of STAT 230. Prereq: MATH 138 i Antireq: STAT 220,230

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STAT 241 StatisticsW,S 3C 0.5

STAT 241 is an advanced-level enriched version of STAT 231. Prereq: MATH 237, and STAT 230 Antireq: STAT 221, 231

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STAT 304 Statistics for the Physical Sciences 2W 3C,1L 0.5

Linear regression. Introduction tovthe design of experiments. Completely randomized and randomized block designs. Analysis of variance.

Prereq: STAT 202 or 204

For Science students only

Course Descriptions Statistics

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STAT 311 Regression and Forecasting for AccountingF,W 3C,1T 0.5

Review of summary statistics and tests of hypothesis. Simple and muttiple linear regression. Prediction and diagnostic Statistics. Simple smoothing and forecasting.

Prereq: STAT 211

Open only to students from the School of Accountancy ’

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STAT 321 Applied Regression AnalysisW 3C,1T 0.5

Review of normal theory. Normal linear models. Variable selection. Weighted least squares. Non-normal madels.

Prereq: STAT 221

Not open to Honours Mathematics students

Antireq: STAT 331

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STAT 322 Application of Sampling SurveysF 3C 0.5

The planning of surveys; ‘simple random sampling; stratified sampying; ratio and difference estimators; cluster and systematic sampling.

Prereq: STAT 221

Not open to Honours Mathematics students

Antireq: STAT 332 *

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STAT 330 Statistical Theory ang MethodsF,W 3C 0.4

Random variables anc, distribution theory.

Functions of random Variables. Limiting

distributions. Hypothesis testing.

Estimation. Large Safinpie th ery. Prereq: MATH 237. and STAT 231

Also offered at St. «Jerome's College in the Fail term

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STAT 331 Applied Linear ModyF,W,S 3C 0.5

Review of normal thes, The multivariate normal distribution. N nal linear models.

Variable selection. Extensions to weighted least squares and NO), - oral models.

Prereq: MATH 238 Antireq: STAT 321° » and STAT 231

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STAT 332 Sampling "F,S 3C %.

Introduction to sur’. tions. Elementar “° S2mpling of popula- YY sampling designs. Eficiency Com: arisons for sampling on 8N§ getimation procedure 3. req: STAT 231 or equivalent intireg: STAT 322

16:147

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STAT 333 Applied ProbabilityF,W,S 3C 0.5

Review of basic probability. Generating functions. Theory of recurrent events. Markov chains, Markov processes, and their applications.

Prereq: STAT 230, and third-year standing

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STAT 335 Statistical Process ControlF,W 3C 0.5

Philosophy of process control. Control

charts and their application. Acceptance

sampling. Sequential methods in process

control. Assessing the cost of quality.

Introduction to experimental design. Prereq: One of STAT 231, M E 202.

M SCI 251, SY DE 214, or consent of

instructor

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STAT 371 Stochastic OR ModelsW 3C 0.5

An introduction to the use of probabilistic models in operations research. Techniques and applications of queueing theory, inventory theory and reliability theory.

Prereq: STAT 333

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STAT 430 Experimental DesignF,S 3C 0.5

Introduction to designed experiments.

Basic experimental designs. Factorial

arrangement of treatments. Confounding

and fractional replication. Selected topics. Prereq: STAT 331 or consent of

instructor

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STAT 431 Advanced Regression Models and theirW 3C 0.5

Application

Review of the normal linear model and

maximum likelihood estimation; regression

models for binomial, Poisson and multino-

mial data; generalized linear models; anc

other topics in regression modelling. Prereq: STAT 331 or consent of

instructor

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STAT 433 Stochastic ProcessesF 3C 0.5

Point processes. Renewal theory.

Stationary processes. Selected topics. Prereq: STAT 333 or consent of

instructor

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STAT 440 Statistical ComputingF 3C 0.5

Problems associated with the analysis of

stochastic systems and statistical data by

computer; simulation techniques, numeri-

cal algorithms, programming for statistical

problems and statistical packages. Prereq: STAT 331

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STAT 443 ForecastingW 3C 0.5

Model building. Multiple regression and forecasting. Exponential smoothing. Box- Jenkins models. Smoothing of seasonal data.

Prereq: STAT 331 or consent of instructor

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STAT 450 Estimation and Hypothesis TestingW 3C 0.5

Discussion of general inference problems under the headings of point and interval estimation, hypothesis testing and decision theory. Large sample normal likelihoods, maximum likelihood estimation, theory of UMV estimation, least squares, Neyman-Pearson theory of hypothesis testing.

Prereq: STAT 330

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STAT 464 Topics in Probability Theory0.5

Prereq: STAT 333 or consent of instructor May not be offered 1994-95

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STAT 466 Topics in Statistics 10.5

Prereq: STAT 330 and 331, or consent of instructor

May not be offered 1994-95

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STAT 444 An Introduction to Econometrics

Not offered in 1994–95.

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STAT 454 Sampling Theory and Practice

Not offered in 1994–95.

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STAT 467 Topics in Statistics 2

Not offered in 1994–95.

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STAT 468 Readings in Statistics 1

Not offered in 1994–95.

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STAT 469 Readings in Statistics 2

Not offered in 1994–95.

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