Difference between revisions of "MAT5373"
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(Created page with "=Mathematical Statistics - MAT4173/5373= {| class="wikitable" | Session || Section || Date || Topic |- | 1 || 1.1 || 6/5/2017 || Populations and Samples |- | 2 || 1.2 || 6/...") |
(Corrected table to include prerequisite and SLO columns) |
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=Mathematical Statistics - MAT4173/5373= | =Mathematical Statistics - MAT4173/5373= | ||
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{| class="wikitable" | {| class="wikitable" | ||
− | | Session || Section || | + | | Session || Section || Topic || Pre-requisites |
|- | |- | ||
− | | 1 || 1.1 | + | | 1 || 1.1 || Populations and Samples || |
|- | |- | ||
− | | 2 || 1.2 | + | | 2 || 1.2 || Pictorial and Tabular Methods in Descriptive Statistics || |
|- | |- | ||
− | | 3 || 1.3 | + | | 3 || 1.3 || Measures of Location || |
|- | |- | ||
− | | 4 || 1.4 | + | | 4 || 1.4 || Measures of Variability || |
|- | |- | ||
− | | 5 || 2.1 | + | | 5 || 2.1 || Sample Spaces and Events || |
|- | |- | ||
− | | 6 || 2.2 | + | | 6 || 2.2 || Axioms, Interpretations, and Properties of Probability || |
|- | |- | ||
− | | 7 || 2.3 || | + | | 7 || 2.3 || Counting Techniques || |
|- | |- | ||
− | | 8 || 2.4 || | + | | 8 || 2.4 || Conditional Probability || |
|- | |- | ||
− | | 9 || 2.5 || | + | | 9 || 2.5 || Independence || |
|- | |- | ||
− | | 10 || | + | | 10 || colspan="3" | REVIEW |
|- | |- | ||
− | | 11 || | + | | 11 || colspan="3" | TEST 1 |
|- | |- | ||
− | | 12 || 3.1 || | + | | 12 || 3.1 || Random Variables || |
|- | |- | ||
− | | 13 || 3.2 | + | | 13 || 3.2 || Probability Distributions for Discrete Random Variables || |
|- | |- | ||
− | | 14 || 3.3 | + | | 14 || 3.3 || Expected Values of Discrete Random Variables || |
|- | |- | ||
− | | 15 || 3.4 | + | | 15 || 3.4 || Moments and Moment Generating Functions || |
|- | |- | ||
− | | 16 || 3.5 | + | | 16 || 3.5 || The Binomial Probability Distribution || |
|- | |- | ||
− | | 17 || 3.6 | + | | 17 || 3.6 || Hypergeometric and Negative Binomial Distributions || |
|- | |- | ||
− | | 18 || 3.7 | + | | 18 || 3.7 || The Poisson Probability Distribution || |
|- | |- | ||
− | | 19 || 4.1 | + | | 19 || 4.1 || Probability Density Functions and Cumulative Distribution Functions || |
|- | |- | ||
− | | 20 || 4.2 | + | | 20 || 4.2 || Expected Values and Moment Generating Functions || |
|- | |- | ||
− | | 21 || 4.3 | + | | 21 || 4.3 || The Normal Distribution || |
|- | |- | ||
− | | 22 || 4.4 | + | | 22 || 4.4 || The Gamma Distribution and Its Relatives || |
|- | |- | ||
− | | 23 || 4.5 | + | | 23 || 4.5 || Other Continuous Distributions || |
|- | |- | ||
− | | 24 || 4.6 || | + | | 24 || 4.6 || Probability Plots || |
|- | |- | ||
− | | 25 || 4.7 | + | | 25 || 4.7 || Transformations of a Random Variable || |
|- | |- | ||
− | | 26 || | + | | 26 || colspan="3" | REVIEW |
|- | |- | ||
− | | 27 || | + | | 27 || colspan="3" | TEST 2 |
|- | |- | ||
− | | 28 || 5.1 | + | | 28 || 5.1 || Jointly Distributed Random Variables || |
|- | |- | ||
− | | 29 || 5.2 | + | | 29 || 5.2 || Expected Values, Covariance, and Correlation || |
|- | |- | ||
− | | 30 || 5.3 || | + | | 30 || 5.3 || Conditional Distributions || |
|- | |- | ||
− | | 31 || 5.4 | + | | 31 || 5.4 || Transformations of Random Variables || |
|- | |- | ||
− | | 32 || 5.5 || | + | | 32 || 5.5 || Order Statistics || |
|- | |- | ||
− | | 33 || 6.1 | + | | 33 || 6.1 || Statistics and Their Distributions || |
|- | |- | ||
− | | 34 || 6.2 | + | | 34 || 6.2 || The Distribution of the Sample Mean || |
|- | |- | ||
− | | 35 || 6.3 | + | | 35 || 6.3 || The Mean, Variance, and MGF for Several Variables || |
|- | |- | ||
− | | 36 || 6.4 | + | | 36 || 6.4 || Distributions Based on a Normal Random Sample || |
|- | |- | ||
− | | 37 || 6.5 | + | | 37 || 6.5 || Proof of the Central Limit Theorem || |
|- | |- | ||
− | | 38 || | + | | 38 || colspan="3" | REVIEW |
|} | |} |
Revision as of 09:11, 24 March 2023
Mathematical Statistics - MAT4173/5373
Session | Section | Topic | Pre-requisites |
1 | 1.1 | Populations and Samples | |
2 | 1.2 | Pictorial and Tabular Methods in Descriptive Statistics | |
3 | 1.3 | Measures of Location | |
4 | 1.4 | Measures of Variability | |
5 | 2.1 | Sample Spaces and Events | |
6 | 2.2 | Axioms, Interpretations, and Properties of Probability | |
7 | 2.3 | Counting Techniques | |
8 | 2.4 | Conditional Probability | |
9 | 2.5 | Independence | |
10 | REVIEW | ||
11 | TEST 1 | ||
12 | 3.1 | Random Variables | |
13 | 3.2 | Probability Distributions for Discrete Random Variables | |
14 | 3.3 | Expected Values of Discrete Random Variables | |
15 | 3.4 | Moments and Moment Generating Functions | |
16 | 3.5 | The Binomial Probability Distribution | |
17 | 3.6 | Hypergeometric and Negative Binomial Distributions | |
18 | 3.7 | The Poisson Probability Distribution | |
19 | 4.1 | Probability Density Functions and Cumulative Distribution Functions | |
20 | 4.2 | Expected Values and Moment Generating Functions | |
21 | 4.3 | The Normal Distribution | |
22 | 4.4 | The Gamma Distribution and Its Relatives | |
23 | 4.5 | Other Continuous Distributions | |
24 | 4.6 | Probability Plots | |
25 | 4.7 | Transformations of a Random Variable | |
26 | REVIEW | ||
27 | TEST 2 | ||
28 | 5.1 | Jointly Distributed Random Variables | |
29 | 5.2 | Expected Values, Covariance, and Correlation | |
30 | 5.3 | Conditional Distributions | |
31 | 5.4 | Transformations of Random Variables | |
32 | 5.5 | Order Statistics | |
33 | 6.1 | Statistics and Their Distributions | |
34 | 6.2 | The Distribution of the Sample Mean | |
35 | 6.3 | The Mean, Variance, and MGF for Several Variables | |
36 | 6.4 | Distributions Based on a Normal Random Sample | |
37 | 6.5 | Proof of the Central Limit Theorem | |
38 | REVIEW |