MAT5383

From Department of Mathematics at UTSA
Revision as of 22:54, 29 March 2023 by Juan.gutierrez3 (talk | contribs) (Created page with "= Mathematical Statistics II MAT4383/MAT5383= ==List of Topics== {| class="wikitable" ! Session !! Section !! Topic !! Prerequisites !! SLOs |- | || 7 || Point Estimation...")
(diff) ← Older revision | Latest revision (diff) | Newer revision → (diff)
Jump to navigation Jump to search

Mathematical Statistics II MAT4383/MAT5383

List of Topics

Session Section Topic Prerequisites SLOs
7 Point Estimation
1 7.1 General Concepts and Criteria
2 7.2 Methods of Point Estimation
3 7.3 Sufficiency
4 7.4 Information and Efficiency
8 Statistical Intervals Based on a Single Sample
5 8.1 Basic Properties of Confidence Intervals
6 8.2 Large-Sample Confidence Intervals for a Population Mean and Proportion
7 8.3 Intervals Based on a Normal Population Distribution
8 8.4 Confidence Intervals for the Variance and Standard Deviation of a Normal Population
9 8.5 Bootstrap Confidence Intervals
10 REVIEW
11 TEST 1
9 Tests of Hypotheses Based on a Single Sample
12 9.1 Hypotheses and Test Procedures
13 9.2 Tests About a Population Mean
14 9.3 Tests Concerning a Population Proportion
15 9.4 P-Values
16 9.5 Some Comments on Selecting a Test Procedure
10 Inferences Based on Two Samples
17 10.1 z Tests and Confidence Intervals for a Difference Between Two Population Means
18 10.2 The Two-Sample t Test and Confidence Interval
19 10.3 Analysis of Paired Data
20 10.4 Inferences About Two Population Proportions
21 10.5 Inferences About Two Population Variances
22 10.6 Comparisons Using the Bootstrap and Permutation Methods
23 REVIEW
24 TEST 2
11 The Analysis of Variance
25 11.1 Single-Factor ANOVA
26 11.2 Multiple Comparisons in ANOVA
27 11.3 More on Single-Factor ANOVA
28 11.4 Two-Factor ANOVA with Kij = 1
29 11.5 Two-Factor ANOVA with Kij > 1
30 12 Regression and Correlation
31 12.1 The Simple Linear and Logistic Regression Models
32 12.2 Estimating Model Parameters
33 12.3 Inferences About the Regression Coefficient b1
34 12.4 Inferences Concerning mY ·x* and the Prediction of Future Y Values
35 12.5 Correlation
36 12.6 Assessing Model Adequacy
37 12.7 Multiple Regression Analysis
38 12.8 Regression with Matrices
39 REVIEW